独立开发者日报

iPhone Duo引爆开发者脑暴:折叠形态有窗口,采用门槛也同样真实

今天最强的产品信号来自一块会折叠的屏幕。iPhone Duo在HN拿到1200多分、2100多条评论,独立开发者马上开始找只有折叠形态才能成立的玩法;但另一边,价格、重量、相机和eSIM也在提醒所有人:新硬件给的是新交互窗口,不是自动送来的用户。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-10 · Twitter 40账号/230条(部分) · HN 58条 · GitHub新星 4个 · 正文约33分钟 · 窗口09-09 ~ 09-10

编者按

今天最强的产品信号来自一块会折叠的屏幕。iPhone Duo在HN拿到1200多分、2100多条评论,独立开发者马上开始找只有折叠形态才能成立的玩法;但另一边,价格、重量、相机和eSIM也在提醒所有人:新硬件给的是新交互窗口,不是自动送来的用户。

昨天说SaaS护城河正从UI退到数据、权限和可靠性,今天就有了成本侧的极端样本:levelsio列出自建替代清单,称每月省下约2.5万美元;SimonHoiberg则反过来卖799美元的软件包,认为对合适买家,高客单价比低价订阅更容易跑通。真正的分界不是“订阅还是自建”,而是谁愿意承担持续运维、数据质量和服务责任。

Agent生态也从模型层继续往外长。Unity把官方工程经验封装成Codex插件,GitHub新星榜同时冒出团队技能同步、插件市场和本地Agent桌面。下一层竞争不只是模型聪明多少,而是谁能把组织经验、权限边界、反馈回路和可移植配置变成可靠产品。

1

iPhone Duo引爆开发者脑暴:折叠形态有窗口,采用门槛也同样真实

新硬件

Apple首款折叠iPhone成了今天最明显的跨圈层事件。HN主帖超过1200分、评论数超过2100;最高赞评论先指出一个很现实的全球化摩擦:没有实体SIM卡槽,在eSIM尚未普及的地区会直接影响使用。

▲1212iPhone Duo2122评论 · HN↗
热评 · retired
No SIM slot. So I have to carry a mobile hotspot if I want to browse the internet outside my home. It’s like Apple forgets there is a world outside the US where eSIM is not a thing.
热度和争议都远高于本期其他硬件新闻,讨论焦点不只折叠本身,也包括价格、重量、相机与地区兼容性。

开发者的第一反应是找“非折不可”的原生交互:双面屏、展开后的大画布、开合动作本身都能成为输入。marckohlbrugge直接公开征集应用点子,yongfook转出的游戏设想则把开合手机变成核心机制。

@marckohlbrugge2026-09-09♥34👁7.9K↗ 打开X
what are some app ideas that are enabled by the iphone duo? (bigger screen, folding, screens on both sides)
@yongfook2026-09-10♥10👁4.2K↗ 打开X
Introducing Flappy Bird for iPhone Duo
引用@hboonApple likes apps that show off new hardware. How about an iPhone Duo game where the primary mechanic is opening and closing it, say to squash a fly? ↗

冷水也来得很快。adamlyttleapps认为1999美元、缺乏明确用例会重演Vision Pro的循环:采用少,开发者少;开发者少,又更难出现杀手应用。

@adamlyttleapps2026-09-10♥328👁50.8K↗ 打开X
I think iPhone Duo just made the Vision Pro mistake… A novel device with no clear use case that's too expensive for the average person No adoption = less developers building on it No developers = no "killer app" or clear use case It's a shame because Apple makes beautiful tech that looks like magic These things deserve to be in more hands. But that price is just too hard to justify without a clear reason why

同场还有一个容易被折叠屏抢走注意力的能力:Apple Reference Image给未编辑影像提供真实性凭据。生成式内容越普遍,“证明这张图没被改过”越可能成为社交、交易和约会产品的新原语。

@marckohlbrugge2026-09-09♥59👁9.9K↗ 打开X
I feel like the “Apple Reference Image” feature is a sleeper Imagine an Instagram clone where only verified unedited images can be posted. Same for dating apps, etc This will bring back trust to social media in a time where generative AI has eroded it to a large extent Also opening up a market for completely new ideas we haven’t even conceived yet
引用@marckohlbruggeApple announced this just now 🔥 It's called "Apple Reference Image" and comes with iOS 28 ↗
💡 面向新硬件做产品时,先写出一句“这个体验为什么在普通手机上不成立”,再用Web或原型验证需求。硬件机会要同时算采用率、地区限制、审核周期和设备测试成本,不能只看发布会热度。
2

Tailwind加入Shopify:基础工具的成功终点也可能是进入更大的产品体系

生态整合

Tailwind宣布加入Shopify,HN迅速冲到1000多分。最高赞评论只有一句:“这是一个整合的时代。”它准确点中了这笔交易的行业含义:被无数项目依赖的开源工具,也需要长期资金、治理和团队归宿。

▲1034Shopify acquires Tailwind395评论 · HN↗
热评 · recursivedoubts
It is an age of consolidation.

独立开发者圈的反应不是恐慌,而是祝贺中带着意外。Shpigford和jonathan_wilke都把它视为一个改变Web开发的重要团队得到新归宿。

@Shpigford2026-09-09♥15👁2.4K↗ 打开X
🎉🎉🎉
引用@adamwathanBig one today — Tailwind is joining Shopify 🛍️ https://t.co/YxnYEOsXKc ↗
@jonathan_wilke2026-09-09♥61👁4.5K↗ 打开X
Now this comes unexpectedly 😯 Congrats to @adamwathan and the team. You deserve it and thanks for changing web development forever! 🫶🏼
引用@adamwathanBig one today — Tailwind is joining Shopify 🛍️ https://t.co/YxnYEOsXKc ↗

收购本身还不能回答产品未来会怎样。真正值得继续跟踪的是:许可证和治理是否变化、核心团队是否扩大、Shopify内部需求是否反过来绑住通用路线,以及社区贡献者是否仍能影响方向。

💡 依赖关键开源项目时,把所有权变化纳入供应链检查:锁定版本、保留迁移路线、追踪许可证与治理变化。做开发者工具的人也应尽早想清楚,长期归宿是独立商业化、基金会治理,还是进入平台体系。
3

SaaS护城河后移后,买还是自建变成一笔运维责任账

昨日回声

回看2026-09-09:当Agent能直接操作产品,SaaS护城河从UI退到数据、权限与可靠性

昨天的结论是Agent会让UI更容易被替代,价值退到数据、权限、工作流和可靠性。今天levelsio给出成本侧的极端样本:天气、图片缩放、内容审核、视频、监控、客服、抓取等服务陆续改成自建,声称每月节省约2.5万美元。

@levelsio2026-09-09♥2.6K👁253.6K↗ 打开X
✨ I replaced all these SaaS with my own vibe coded now, so about $25,000/mo savings: - Weather API -> My own vibe coded weather service using Norway's meteorology API - Image resizing API -> My own vibe coded image resizing API with NodeJS's Sharp + Redis (saves ~$1,500/mo) - Google Vision NSFW detection -> My own $0/mo vibe coded NSFW detection service with Python's NudeNET (saves ~$2,500/mo) - Cloudflare Streaming -> My own $0/mo Nginx VPS video streaming (saves ~$250/mo) - API Flash -> My own $0/mo screenshot service (for social images) (saves ~$250/mo) - New Relic + IPHub -> My own $0/mo error monitoring, DDOS blocking and fleet management service (called error2telegram) (saves ~$250/mo) - Human moderators -> My own moderation on all my sites with @xAI (saves ~$10,000/mo) - IFTTT -> Telegram bot (saves ~$100/mo) - Photopea as editor inside Photo AI -> Vibe coded my own photo editor (saves ~$100/mo) - Mapbox -> Vibecoded my own free replacement with OpenFreeMaps (saves ~$500/mo) - Uptimerobot -> My own $5/mo Uptime Canary app running on Kuma (saves ~$50/mo) - Ghost blog -> My own $0/mo blog platform - Customer support -> @featurebasehq + AI support bot (saves $5,000/mo) - Scrapingbee/SerpAPI -> My own $1/mo scraper with Patchright (save ~$250/mo) I think I have reached my final limit of replacing my SaaS services as I have these left, but that'd mean becoming an ICANN registrar (I don't want 😁), managing my own email (I don't want), managing my own hard drives at home in a storage (I don't want) and managing my own servers at home too (I don't want) and running my own GPU rig at home (I don't want): - Cloudflare Domains - Cloudflare Email Sending - Cloudflare R2 Storage - Backblaze B2 for backups - Hetzner for all my servers for all my sites (VPS) - xAI for all LLMs for all my sites (so many things like moderation, writing emails, anything)
引用@levelsio✨ Okay with lots of help from @javilopen and his Spanish scraping friends I've managed to vibe code my own @Scrapingbee alternative and replace my $249/mo Scrapingbee plan with my own $1/mo scraper running on my VPS! First I tried OpenSERP, an open source … ↗
这是单个高流量产品组合的自报样本,不宜外推;真正有价值的是他明确列出了替换项、原方案成本与不愿自建的边界。

他的边界同样重要:域名、邮件、对象存储、备份、服务器和模型推理仍交给专业供应商。Cloudflare之所以留下,正因为基础性强、替换成本高且价格足够低。

@levelsio2026-09-09♥856👁56.1K↗ 打开X
Yes, @Cloudflare is oddly well positioned for the AI age because their services are very structural and foundational in nature You really need them and you can't replace them easily and they sell them very affordably (most of Cloudflare is free!)
引用@xdNiBoR@levelsio Cloudflare is clearly the goat ↗

另一边,SimonHoiberg用799美元软件包证明“买”没有消失。他的判断是:对价值明确的买家,把客单价从120美元抬到799美元,并不比多说服几位低价客户难多少。

@SimonHoiberg2026-09-10♥10👁575↗ 打开X
The awesome part of selling a $799 software bundle is that you don't need many sales before it starts getting fun. I'm doing just a couple of sales/day. And that's $40K-$60K/month. Then 2-3 times/year I do promotions which makes the revenue spike in those periods. Convincing people to buy your stuff is hard. The value need to be crystal clear. But once you've convinced them, having them pay $799 instead of $120 is surprisingly little harder - at least for the right kind of buyer. Generally, it's easier to convince 2 people to buy for $799 than 6 people to buy for $120.
引用@SimonHoiberg"How can you sustain a lifetime deal" - It's a question I get over and over. Here's how 👇 (FounderStack vs. AppSumo). Our price is 15-20x higher than the average product on AppSumo - that's mostly it. If you see software with ongoing costs offered at $39 … ↗

本地模型也在把这条边界往设备端推。Desert Ant Labs主打无需token、登录和云端上传的端侧模型;HN讨论则提醒,其中部分能力是对现有模型和推理代码的重新包装,仍要逐项核实。

热评 · sipjca
at first i got very excited about a new fast transcription model (voz) but turns out its just parakeet v3 with some new inference code which is macOS/iOS specific
💡 做一次按服务拆分的build-vs-buy表:月费、迁移成本、故障值守、安全责任、数据质量和未来议价权都要入账。只有调用量足够大、接口稳定且团队愿意长期维护时,自建才是真节省。
4

技能、插件和团队配置正在成为Agent的新分发层

Agent生态

Unity发布官方Codex插件,把项目设置、编辑器控制、UI、渲染、物理、导航、音频和多人等领域经验打包成可调用技能。这里的价值不是又多一个提示词,而是上游工程团队开始直接定义Agent如何正确操作自己的工具。

@reach_vb2026-09-10♥189👁9.4K↗ 打开X
Unity’s official Codex plugin is here! 🎮 Skills from Unity’s own engineers for: > Project setup, packages & live Editor control > UI, sprites, tilemaps & text > Shaders, rendering & post-processing > Physics & AI navigation > Audio, multiplayer & voice chat > Localization & web performance and more Go build that game 👇
引用@pvncherCodex now has a Unity plugin! https://t.co/Af02yArhzP ↗

GitHub新星榜给出了同方向的三种产品形态:TeamAI负责跨多种Agent同步团队技能、规则、MCP和知识;openai/plugins把插件清单、技能、应用与MCP组织成市场;PI-Desktop则把本地模型、项目权限和可安装插件放进桌面工作区。

Tencent/teamai-cli+556/日 · 共3.4K★ · 16%/日 · 🆕首次上榜TypeScript
Make Every Team AI Native
openai/plugins+498/日 · 共6.3K★ · 8%/日 · 8次上榜JavaScript
OpenAI Plugins
vastsa/PI-Desktop+417/日 · 共2.0K★ · 21%/日 · 🆕首次上榜TypeScript
Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins

配置丰富以后,新的问题是看不见的权限扩张。Show HN项目Geiger试图列出本机所有Agent以及它们能触碰什么,说明“装了哪些能力、谁能访问什么”本身正在成为产品需求。

工具能自动完成战术任务,不代表它会主动质疑战略方向。mattpocockuk担心,Agent替人吞掉实现痛苦后,人反而更难感知架构选错;他准备给工作流增加专门的复盘技能。

@mattpocockuk2026-09-10♥221👁14.6K↗ 打开X
One thing that scares me about coding with AI is that it's hard to feel your strategic mistakes I.e. I STILL remember mistakes from my early career, in ~2018: - using a complex form library instead of browser built-ins - using a downright dumb webpack + PHP combo These mistakes cost us valuable time. And when we rectified them, the tasks around them got faster. But often, we didn't even see them as mistakes! We just thought "this is the way we do it". We stuck to the tactical side of our job, and didn't consider high-level alternatives. Too many things to ship, too much pressure, too little interest in fixing it. I see the same attitude in agents. If you tell them to do a task, they will do that task. They aren't RL'd to think outside the box, or propose strategic alternatives. So the human needs to be on the lookout for these strategic opportunities. But how do you do it, if you don't feel the pain of working in them? I'm planning on building this into my /retro skill (still in-progress). That'll at least give the agent an opportunity to identify refactor opportunities. We'll see how it goes, but I'm still nervous about it.
💡 把Agent配置当代码管理:技能和插件要有来源、版本、最小权限、评审人和回滚路径;同时固定安排“是否还该做这件事”的战略复盘,别只优化执行速度。
5

Navier–Stokes第二日:能力震撼退到后台,数据来源与成果归属走到前台

昨日回声

回看2026-09-09:Navier–Stokes宣称被攻克:科学突破与数据归属同时爆炸

昨天的主新闻是OpenAI宣称多Agent系统解决Navier–Stokes千禧年难题。今天讨论重心明显转向另一层:系统是否受益于研究者使用产品留下的去标识数据,以及独立工作与模型改进之间的边界该如何证明。

@simonw2026-09-08♥666👁70.1K↗ 打开X
Wrote up my thoughts on the whole OpenAI Navier–Stokes Millennium Prize Problem story, and how it highlights the still confusing question of what using my data "to improve model performance" actually means https://t.co/vgheVu3rw3 https://t.co/dXoCrQPqDm
simonw把争议归结为一个仍模糊的产品承诺:“用我的数据改进模型表现”究竟覆盖哪些路径。

OpenAI否认查看对方具体工作,但公开表述也承认不能完全排除去标识使用数据曾帮助改进模型。无论数学结论最终怎样,这已经是一个产品治理问题:用户需要的不是一句“不直接访问”,而是可审计的数据流、训练边界和删除机制。

@OpenAI2026-09-08♥10.2K👁1.8M↗ 打开X
We congratulate Levent Alpöge and Tristan Buckmaster on their remarkable mathematical work. We (the researchers and the agents) did not see any of their work through any means until they released it publicly — in particular, no specific user data was accessed in order to solve this problem. While unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models. However, our proofs differ significantly and even the precise results proved are different in the Euler case (forced vs. unforced).
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗

同日,OpenAI负责人也澄清ChatGPT内设置与隐私门户是两条独立的退出路径,不需要两处都操作。这种澄清恰好说明:设置文案是否让普通用户真正理解数据去向,和后台政策同样重要。

@thsottiaux2026-09-09♥3.4K👁579.2K↗ 打开X
Worth clarifying that this is flatly false and the two options are just two independent ways to opt-out. We respect our users' choice whether to use their data to “improve our models for everyone” regardless of where they express that choice. Users can opt out in the in-app settings or indeed also in our privacy portal. They do not need to opt out in both places, and we will make this clearer in our Help Center. https://t.co/sv4uFuHC3W
引用@edoardocontenteThere is a super shady data control setting on everyone's ChatGPT which makes it seem like your data can be used for training even if you explicitly say to *NOT* improve the model for everyone (1/9) ↗
💡 处理高价值私有数据时,不要把“未直接访问”当作完整保证。逐项确认原始内容、去标识衍生数据、反馈日志和模型改进数据的用途,并保留可导出的工作轨迹与独立验证材料。
6

把身体做成实时竞价广告牌:一天卖出注意力,也把赞助ROI公开化

独立营销

marclou为HYROX比赛做了一次极端但结构清晰的营销实验:创业公司竞价购买他比赛服上的“肌肉广告位”,被超价就退款,竞价结束后再把赢家标志印到身上。上线23小时后,他自报获得150万浏览、3.5万独立访客、2.9万美元净收入和6.3万美元总成交。

@marclou2026-09-09♥236👁53.2K↗ 打开X
23 hours later... - 1.5M views - 35K unique visitors - $29K in revenue ($63K gross) Most viewed muscle groups: 1. Chest: 37,298 views 2. Forearms: 15,704 views 3. Back: 14,183 views 4. Shoulders: 13,386 views 5. Biceps: 12,264 views I understand why the chest gets more views. But forearms #2? Plz explain. Some people reached out saying the spots are getting too expensive, so I opened 2 new muscle groups: Quads & Calves. https://t.co/49RnsFBVzP The auction stops in 34 hours, so I can print the tattoos. I wanted to thank my sponsors for making my first HYROX race impossible to forget: - Left chest: https://t.co/4rnBKVUSJY by @compai - Right chest: https://t.co/frRmMHMY6K by @tellenne_ - Left shoulder: https://t.co/iXTKHKlgPM by @hboon - Right shoulder: https://t.co/yKbtXgC12b by @wickedguro - Left bicep: https://t.co/frRmMHMY6K by @tellenne_ ...
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
数据来自发起者自报;机制比绝对数字更值得学:稀缺库存、公开竞价、实时榜单、退款降低风险、线下事件制造结局。

赞助方也公开了漏斗:一个4000美元广告位先带来1000多访客和16个试用;按其既有40%试用转付费率与LTV估算,已接近回本。如果被超价,流量已经拿到而付款会退回。

@marclou2026-09-09♥85👁21.6K↗ 打开X
Good luck explaining to @ycombinator why your company is growing
引用@romanbuildsaasYesterday, I sponsored @marclou for his upcoming HYROX race with @gojiberryai. For those who haven’t heard about it, Marc Lou is letting brands bid to place stickers on his outfit during the race. Brands get exposure. Marc gets paid. Everyone wins. Here’s … ↗

竞价随后继续升级,单一品牌一度用8万美元扫走全部广告位,其他创业公司又开始反向抢位。荒诞感不是副作用,而是传播素材本身。

@marclou2026-09-10♥1👁567↗ 打开X
https://t.co/U5ahUBM08z spent $80,000 to outbid ALL sponsors of my HYROX race. It happened 8 hours ago. 2 sponsors fought back and outbid Higgsfield: - https://t.co/pLgrGEC7Ag by @notgokgreen (right calves — $4k) - https://t.co/myeIzGZvX0 (left quad — $8k) Auction ends in 19 hours → https://t.co/49RnsFBVzP
💡 设计一次营销实验时,尽量让交易过程本身可传播:库存可见、规则简单、结果有截止时间,并让参与者有自己的可晒指标。评估时仍按访客、试用、付费和LTV算账,不用浏览量替代回报。
7

Reddit引用暴跌与X广告回暖:平台指标越热闹,越需要自己的基线

分发

tibo_maker拆了一次典型的“单一指标制造恐慌”:一家监测工具称Reddit在ChatGPT引用中的占比从3.83%降到0.52%,但不同数据商对同一时期的基线能报出16.7%甚至更高;与此同时,Google的论坛讨论模块里Reddit仍然高频出现。结论不是Reddit一定没跌,而是没有一致口径时,86%的降幅不能直接变成策略。

@tibo_maker2026-09-09♥52👁7.9K↗ 打开X
everyone calling Reddit dead because ChatGPT stopped citing it is wrong Promptwatch said Reddit's share of ChatGPT citations went from 3.83% to 0.52% when in April it was the most cited domain in ChatGPT the panic is fair if you built your AI visibility plan on Reddit, you'd be worried about it going to waste but almost nobody opened the other dataset Ahrefs looked at 145M US Google results when the "discussions and forums" block shows up, Reddit is still in it about 84% of the time Reddit lost one channel (maybe, it's not definite yet), but it's still showing up in the other one your buyer uses before they've decided anything and nobody has a comparable baseline for the ChatGPT number either: - Promptwatch had Reddit at 3.83% of citations before the drop - Ahrefs, same platform, around the same time, had it at 16.7% - Semrush once put it near 60% yet everyone quoted an 86% collapse off a number the industry measures four different ways and nobody outside OpenAI can actually explain either one. we all rebuilt our strategy around a number one tracker caught Reddit is miserable to market on it takes months of being useful before anyone lets you mention what you built so continue doing that

X这边出现相反的小样本。dvassallo称过去四个月里,定向指定账号粉丝的广告点击成本可到6至10美分,付费互动还可能带动额外自然曝光;代价是会被一批反广告用户拉黑。

@dvassallo2026-09-10♥16👁4.3K↗ 打开X
X ads used to be terrible, but they seem very compelling now. You can target the followers of accounts you handpick, and you often get a cost per click in the 6c-10c range. Also, it seems like engagements from ads boost organic reach. For example, the ad may bring 1M impressions, and the same post gets another 2M impressions organically, presumably boosted by the engagements from the ad. I've seen this happen many times in the past 4 months. Some people try to reduce the ads they see on the platform by blocking every account they see running an ad, so there is still a downside that you get mass blocked by thousands of people. But it might still be worth it if you want to get a spike of attention to something important you want to promote.
引用@elonmuskIf you want to reach the smartest people in the world, advertise on 𝕏 ↗
这是个人投放观察,不是平台保证;应在自己的账号、受众和素材上做小额复验。

而创作者奖励申请器又在明示另一套偏好:产品更新不如收入、生活方式和强钩子。T_Zahil收到的反馈,正好说明平台资格机制会反过来塑造内容。

@T_Zahil2026-09-09♥37👁1.4K↗ 打开X
I need to start writing more popular posts X is telling me to stop posting product updates, and start focusing on things like sharing revenue, posting lifestyle stuff, starting my posts with a hook etc I love "Original Content", but ok, I'll do it anyway https://t.co/z4TTcFrtF1
💡 给每个分发渠道保留自己的周度基线:曝光、点击、注册、付费和品牌负反馈分开记。第三方可见度报告只用于发现变化,是否调预算要看自有转化和至少两种口径的交叉验证。

⚡快速扫过

一句话+原文,扫完即可。
DeepSeek v4.1 Flash登上HN,但参数从上一代Flash的284B涨到552B;更强的基准分数也意味着“Flash”不再等于容易本地运行。
▲353DeepSeek v4.1 Flash152评论 · HN↗
热评 · revolvingthrow
Already on HuggingFace: https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash The bad news is that the original v4 flash was 284B, which was large but still somewhat reasonable for running locally. This one is 552B so almost twice that, so the huge gains in benchmark scores make sense - it's not really flash anymore, imo. I've no idea about actual performance vs benchmaxxing, though deepseek was fairly trustworthy as far as Chinese models go. If that holds (and if it doesn't think forever, as d …
Astra的looped transformer被拆解:复用权重能省显存,但不等于神秘的新推理范式;读模型新闻先分清架构事实和叙事包装。
热评 · libraryofbabel
Everyone interested in LLM internals should read Sebastian. He's great. The tldr here is that the recent "The Information" article[0] reporting GPT 6 Astra was using “recurrent depth” or “looped transformers" made it sound like it was some special new scary thing ("secret technique!") that made train-of-thought monitoring harder to do. In fact, it's just the same as stacking more transformer layers, except that you reuse the weights and so save GPU memory. It's still just producing one token at …
Astra需求高到OpenAI负责人警告可能暂时停止接受新Pro订阅。生产工作流仍应准备限流、排队和备用模型。
@thsottiaux2026-09-09♥16.3K👁3.0M↗ 打开X
Demand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing users, but we might have to pause new Pro … 全文↗
ChatGPT Images 2.5把延迟、连续编辑保真、透明背景和评论式局部修改一起推进;图像评测终于更接近真实工作流,而非单张审美赛。
@reach_vb2026-09-08♥312👁20.6K↗ 打开X
Introducing ChatGPT Images 2.5 🎨 > Up to 50% lower generation latency vs Images 2.0 > More natural lighting, textures, and recognizable subjects > Better detail preservation across repeated edits > Comment directly on images to target changes > Better handling of complex layouts, styles, and … 全文↗
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
OpenAI称用250多人和模型建立持续发现、验证、修复漏洞的Defense Factory。关键不是让模型报洞,而是修复后的确定性复验闭环。
@gdb2026-09-09♥1.1K👁100.0K↗ 打开X
we used our models to find and fix critical vulnerabilities in our own systems, as part of a 250+ person effort within openai. playbooks/learnings/architecture which we hope can be helpful for others to make the most of the defenders' window:
引用@OpenAIWe mobilized 250+ people to strengthen our defenses across hundreds of systems. Our latest cyber models helped us find and fix vulnerabilities we might never have discovered otherwise. We’re sharing what we learned, the architecture, and a practical playbook … ↗
simonw注意到一套分层防提示注入方案:标记不可信输入、确定性代码检查结果、再把分类器放在Agent触不到的位置。
@simonw2026-09-09♥59👁18.2K↗ 打开X
"Deterministic code checks the result" sounds like they might be implementing a variant of the DeepMind CaMeL paper https://t.co/c91rFU1z3s
引用@dpsOne threat we’re particularly focused on is prompt injection, and we handle it in layers. The model is trained to recognize and resist it. The harness marks anything coming from an untrusted source. Deterministic code checks the result. And an ensemble of … ↗
AI给出的技术改法可能伤害老客户:kylegawley用额度分配案例说明,散落在客服、邮件和通话里的运营知识不会自动进入代码上下文。
@kylegawley2026-09-09♥4👁1.2K↗ 打开X
AI coding tools will confidently suggest changes that will piss off your entire customer base. Today I was re-assessing how Alertly allocates social monitoring budgets across the month. Astra's solution: remove the budget allocation entirely and force everyone who hits limits early to … 全文↗
反向试用不是万能按钮:如果高级功能解决的是几个月后才出现的问题,降级时用户没感到损失,转化自然不会动。
@theandreboso2026-09-08♥25👁1.5K↗ 打开X
Reverse trials are having a moment. Unlock everything then drop people to free and let loss aversion do the work. A founder I worked with tried it. Conversion barely moved. The reason was timing. New users didn’t need the advanced stuff yet. Those features solved problems that show up months in. … 全文↗
知识工作自动化比写代码难,因为缺少类型、测试、版本控制等反馈回路;mattpocockuk用共享wiki、分线程和夜间lint技能补这些基础设施。
@mattpocockuk2026-09-09♥1.0K👁79.1K↗ 打开X
I've been trying to use AI for knowledge work (course planning). Here's what seems to work so far: 1. Give each 'deliverable' a Karpathy-style LLM-wiki (for me, a deliverable is a course, or a talk. A sizeable piece of work, more than 1 day's labour) 2. Split the deliverable into 'sections' that … 全文↗
引用@mattpocockukKnowledge work is SO much harder to automate with agents than code We underestimate how easy software development is for agents - Tons of high quality automated feedback loops (types, tests) - Well-organized free documentation, searchable on the web - … ↗
一个实用的Agent需求澄清法:先允许模型问足问题,再把答案拆成细粒度任务。代价是前置时间更长,收益是减少执行中反复返工。
@AlexFinn2026-09-10♥599👁45.5K↗ 打开X
This has sped up my AI coding 20x (prompt at the end): Before building out a big feature, ask ChatGPT 6 Astra to ask you as many questions it needs to fully plan out the idea This is even better than plan mode. plan mode is typically limited to 3 or 4 questions. This is like a super plan mode … 全文↗
adamlyttleapps把Web当应用创意的低成本试验场,只有验证过的赢家才进入App Store;审核延迟和账号观感也属于试错成本。
@adamlyttleapps2026-09-09♥97👁10.0K↗ 打开X
For me the signal is clear that trialling new ideas on App Store is not smart business decision Takes too long for approval Too many apps make your account spammy now So I’m shifting to web as the testing ground first. Winners will be made into apps and monetized
引用@Gaus450Why is everyone building web apps instead of iOS apps? ↗
Show HN把光速降到5km/h做成交互模拟。好解释型产品的秘诀常常不是更多文字,而是让用户直接拖动一个违反直觉的世界。
热评 · skulk
in the real world if the speed of light was 5 km, we'd probably be a lot smaller!
GNU Radio进浏览器,把原本高门槛的无线电工具变成即开即用体验;浏览器仍在吞并专业软件的安装摩擦。
Visa和Mastercard的科普长文引出500多分讨论:支付产品的费率不能只看网络抽成,还要拆清发卡行交换费、处理商和风险责任。
热评 · hungryhobbit
They tax our entire economy at X rate, while maintaining their infrastructure only requires Y cost ... and X is significantly higher than Y. From the actual article: > The payment processor keeps 0.35% ($0.35), then pays 2% ($2.00) to the cardholder’s issuing bank and 0.15% ($0.15) to Visa. The 2% is the interchange fee, commonly known as interchange. The 0.15% is the network assessment fee. 8 In other words, they get 0.35% of every transaction ... and it does not require anything close to that …
有人实测如何让恶意软件广告通过Google Ads。对下载型产品来说,品牌词搜索结果和安装包签名都需要持续监控。
热评 · soltanov
Google treats its customers so blindly. in short, Google is not user centric company at all.
一篇训练记录用998美元把3.8B模型做到0.384 CORE。小模型实验的门槛继续下降,但训练指标仍需放回具体任务评测。
一个由目录产品衍生的垂直站三周内做到约1300美元月收入并售出。AI压缩的不只是开发周期,也压缩了从模仿、验证到退出的周期。
@marclou2026-09-09♥118👁47.0K↗ 打开X
So it happened! After the crazy launch of https://t.co/zPcQY7WPrU, people built different verticals, and @byartorius just exited 👏 His website https://t.co/2hm2AqtNBR was doing $1.3K/mo before he sold it. We went full circle in 3 weeks. It's crazy how AI accelerated everything.
引用@ByArtoriusThanks to @trust_mrr from @marclou I was able to sell my startup Worldmap!!! https://t.co/Hv7LyNTKFb is a place where people can put their startup on the map. Literally! So it's a fun way to list yourself. We got Top 5 on ProductHunt and were able to get … ↗
X创作者计划让tdinh_me想到内容水印:允许转载,但把收益回流原作者。平台如果真奖励原创,归属机制比一次性审核更关键。
@tdinh_me2026-09-09♥45👁6.2K↗ 打开X
I've never made a lot of money from the X Creator program, but I applied anyway 😄 I think the payout will increase as X wipes out the ineligible accounts that repost content. The next step for X would be to find a way to still let people repost content, but with some kind of "content watermark" … 全文↗

📰Hacker News

过去24小时前排+Show HN,正文没讲到的都在这,扫标题即可。
▲455AirPods 5383评论 · HN↗
热评 · MisterMunchkin
I wonder if they have an automation system which releases these perfectly in time with the video, or if they have some blog boy that has to post them at the right time.
热评 · neugls
Waiting to use it
▲386No Man's Sky Cosmos400评论 · HN↗
热评 · LelouBil
I am just wondering where do they get the money to keep pushing out big content updates like this
热评 · BISH-BASH-BOSH
Is the C2 modem the satellite data chip?
热评 · dlisboa
ADAS + human driver seems enough to solve most of the shortcomings of both human and robot drivers. Full self-driving doesn't strike me as necessary to prevent deaths.
▲322iPhone Duo6评论 · HN↗
▲257Apple Watch Series 12319评论 · HN↗
▲96Factoring RSA 26011评论 · HN↗
🚀 Show HN(独立发布,共13个)

📈GitHub新星

只报"年轻+加速"的仓库;已过滤8个成名大项目。
liquidslr/system-design-notes+1.4K/日 · 共18.4K★ · 8%/日 · 2次上榜
Notes of the book System Desgin Interview - An Insider's Guide
系统设计面试笔记连续第二天上榜,当日新增1397星;内容型仓库仍有强传播力。

🔎值得深挖

  • 折叠手机真正新增了哪些交互原语值得系统研究:开合角度、双面协作、跨屏拖拽、半折支撑与真实性影像,哪些能形成普通直板机无法复制的产品。
  • “用Agent替换SaaS”的完整成本曲线值得研究:调用量达到什么阈值后自建划算,故障值守、安全更新和数据质量又会把多少表面节省吃回去。
  • Agent技能与插件的供应链值得研究:来源签名、版本锁定、权限声明、跨工具可移植性和运行轨迹,可能会像浏览器扩展权限一样成为下一套安全与分发标准。

📖附录:原文流(按作者)

想翻谁点谁展开。转推与噪音折叠在各自账号内。
🤖 AI行业
OpenAI@OpenAIAI5.3M粉 · 4条发布Images 2.5、小企业插件,并继续说明Navier–Stokes成果与数据来源立场。
@OpenAI2026-09-09♥658👁56.7K↗ 打开X
Small business owners deserve every advantage. Meet the 16 plugins that help take work off your plate so you can focus on what matters most—running your business. Explore the small business collection: https://t.co/VVRewAmWdf https://t.co/JSo5dAuncy
@OpenAI2026-09-08♥8.6K👁648.6K↗ 打开X
ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple edits - Comment-based edits to change only what you want
@OpenAI2026-09-08♥10.2K👁1.8M↗ 打开X
We congratulate Levent Alpöge and Tristan Buckmaster on their remarkable mathematical work. We (the researchers and the agents) did not see any of their work through any means until they released it publicly — in particular, no specific user data was accessed in order to solve this problem. While unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models. However, our proofs differ significantly and even the precise results proved are different in the Euler case (forced vs. unforced).
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
官方否认查看具体工作,但没有完全排除去标识数据的间接影响。
@OpenAI2026-09-08♥46.1K👁9.7M↗ 打开X
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
Tibo@thsottiauxAI637.3K粉 · 8条处理Astra容量、额度重置补偿、数据退出设置澄清和提示注入争论。
@thsottiaux2026-09-10♥4.8K👁340.6K↗ 打开X
One of the greatest joys is debating new model names with researchers. They come up with the most hilarious stuff
@thsottiaux2026-09-09♥6.2K👁600.1K↗ 打开X
Happy to be building here with you all. Lots to explore
@thsottiaux2026-09-09♥9.1K👁1.1M↗ 打开X
There was a bit of a kerfuffle this morning with some banked resets not fully applying when used in ChatGPT Work and Codex. Everyone who used one in the affected time window is getting another one and an email to apologize.
@thsottiaux2026-09-09♥3.4K👁579.2K↗ 打开X
Worth clarifying that this is flatly false and the two options are just two independent ways to opt-out. We respect our users' choice whether to use their data to “improve our models for everyone” regardless of where they express that choice. Users can opt out in the in-app settings or indeed also in our privacy portal. They do not need to opt out in both places, and we will make this clearer in our Help Center. https://t.co/sv4uFuHC3W
引用@edoardocontenteThere is a super shady data control setting on everyone's ChatGPT which makes it seem like your data can be used for training even if you explicitly say to *NOT* improve the model for everyone (1/9) ↗
澄清应用内设置和隐私门户任一处退出即可,不必双重操作。
@thsottiaux2026-09-09♥16.3K👁3.0M↗ 打开X
Demand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing users, but we might have to pause new Pro subscriptions for a bit if this continues.
Astra需求可能迫使OpenAI暂停新Pro订阅,容量成为产品风险。
@thsottiaux2026-09-09♥3.8K👁510.7K↗ 打开X
See you at the Astra party. Excited to meet some of you
引用@samaWe want to celebrate with people using GPT-6. We did this for GPT-5.5 and it was really fun. We’re getting together in SF on September 16 to talk about the model, what we should build next, and mostly just to hang out. Apply by Sep … ↗
@thsottiaux2026-09-09♥2.2K👁326.8K↗ 打开X
I for one am glad prompt injection is getting solved across the industry and that Astra is not only our most capable, but also our most aligned model to date. But also ...
引用@bchernyI am pleased to see that OpenAI’s new model is roughly on par with Gemini Flash and Opus 4.8 on prompt injection risk. Nice work! Evaluating and naming other labs turns out to be a great way to encourage them to train more aligned models. We will continue to … ↗
模型方之间的提示注入安全争论,不能把“已解决”当作无需隔离的保证。
@thsottiaux2026-09-09♥2.5K👁283.7K↗ 打开X
Look! A fish!
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
Sam Altman@samaAI6.2M粉 · 7条围绕Astra需求、Navier–Stokes争议、Images 2.5和OpenAI治理密集发声。
@sama2026-09-09♥3.5K👁692.9K↗ 打开X
Welcome, Paul. Grateful you are doing this, and all you have done for AI safety. Excited to work together again.
引用@paulfchristianohttps://t.co/vC2chU6YM9 ↗
@sama2026-09-09♥11.5K👁999.1K↗ 打开X
ocarina of time remake is the best news in a long time. i will be unavailable november 5 and 6; need to find a case of mountain dew.
@sama2026-09-09♥5.7K👁771.8K↗ 打开X
This would suck, but we will prioritize great service for customers until we can get back on top of things.
引用@thsottiauxDemand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing … ↗
@sama2026-09-08♥10.7K👁2.4M↗ 打开X
i want one!
引用@cdngdevi gave astra a robot, a paint brush, and a camera then asked it to paint the golden gate bridge in real life! it figured out how to control the robot, and progressively got better throughout its attempts. the timelapse is sick https://t.co/BfiiXvafRA ↗
@sama2026-09-08♥14.5K👁811.7K↗ 打开X
Images 2.5 is here. I don't think it can solve super difficult math problems, but it is really good and we hope you enjoy it. https://t.co/LdZhGF5AcZ
@sama2026-09-08♥8.0K👁1.1M↗ 打开X
We want to celebrate with people using GPT-6. We did this for GPT-5.5 and it was really fun. We’re getting together in SF on September 16 to talk about the model, what we should build next, and mostly just to hang out. Apply by Sep 10: https://t.co/3LIMfGOBRQ
@sama2026-09-08♥8.0K👁1.6M↗ 打开X
I spent much of the weekend talking with the team who did this work. Seb--and everyone else--acted with integrity and generosity throughout. Initially we believed the other team had also solved the problem. We wanted to collaborate and do a joint release. When we learned that they had Euler but not Navier-Stokes, we offered to let them go first, to suggest that they should be the ones to get the prize, and optionally for Tristan to be the lead author on a rewrite of the OpenAI proof. We felt it was challenging to offer the same to Levent (an Anthropic employee), who was not willing to talk or coordinate with us anyway. We were open to other solutions. We would have greatly preferred coordination. We did not rush to publish even though the other team wasn't communicating with us. The team threatened us with unfounded accusations of plagarism. Now that we can see their work, the approaches appear to be different. It is also worth noting that our latest model can solve many, many other math problems. It is true that we tried this because there were rumors on the internet last week that Anthropic's models had solved a millennium problem and we were curious if ours could do it too.
引用@SebastienBubeckI would like to clarify a few things: 1) The screenshot is my reaching out to Levent to coordinate our releases. I hope it’s clear from the message that we came in with the best possible intentions. 2) I never ever asked for Levent to be removed from … ↗
▸ 折叠5条(转推/噪音)
转推2026-09-08 RT @polynoamial: Yes, this result cost millions of dollars. But remember that when @OpenAI announced o3 it cost ~$500,000 to score 87.5% o…
转推2026-09-08 RT @TrapitBansal: Congratulations Levent, Tristan, and OpenAI! What a miraculous time to be alive! I view this as the first successful ach…
转推2026-09-08 RT @mobav0: My team worked very hard on the setup, infra, and the runs that resulted in this breakthrough. Many sleepless nights for many p…
转推2026-09-08 RT @andonlabs: We've never seen this before. The biggest jump in Vending-Bench history. GPT-6 Astra is better at making money and more eth…
转推2026-09-08 RT @OpenAI: This model represents a step-function improvement on many benchmarks, and its training is ongoing. Our internal model group ar…
Greg Brockman@gdbAI1.0M粉 · 10条推介AI安全防御闭环、小企业插件、医疗教育用例、Images 2.5和基金会治理人事。
@gdb2026-09-09♥1.5K👁152.9K↗ 打开X
Astra for medical education:
引用@ZentrixHQGPT-6 Astra just solved a problem medical students have been facing for decades Medical students have been working around the same three problems for decades. Someone talked to them, identified all three, and built a service with Astra that solves them in … ↗
@gdb2026-09-09♥1.1K👁100.0K↗ 打开X
we used our models to find and fix critical vulnerabilities in our own systems, as part of a 250+ person effort within openai. playbooks/learnings/architecture which we hope can be helpful for others to make the most of the defenders' window:
引用@OpenAIWe mobilized 250+ people to strengthen our defenses across hundreds of systems. Our latest cyber models helped us find and fix vulnerabilities we might never have discovered otherwise. We’re sharing what we learned, the architecture, and a practical playbook … ↗
250多人参与的AI漏洞发现—验证—修复—复验闭环。
@gdb2026-09-09♥660👁58.1K↗ 打开X
引用@OpenAIPaul Christiano, founder of the Alignment Research Center, is joining the OpenAI Foundation Board and its Safety and Security Committee, which provides governance over the safety and security practices across OpenAI. As AI capabilities advance, strong … ↗
@gdb2026-09-09♥745👁100.8K↗ 打开X
ChatGPT plugins for small businesses:
引用@OpenAISmall business owners deserve every advantage. Meet the 16 plugins that help take work off your plate so you can focus on what matters most—running your business. Explore the small business collection: https://t.co/VVRewAmWdf https://t.co/JSo5dAuncy ↗
@gdb2026-09-08♥681👁49.5K↗ 打开X
team has been cooking
引用@arenaMore exciting news from @OpenAI: GPT-Image-2.5-Sunburst is #1 and Flare is #2 across the Text-to-Image Arena, the Image Edit Arena, and the Multi-Image Edit Arena! Both releases are significant improvements over GPT-Image-2 (medium) in all 3 Arenas. Sunburst … ↗
@gdb2026-09-08♥419👁72.9K↗ 打开X
ChatGPT Images 2.5 for fashion:
引用@yanabana.@ChatGPT Images 2.5 is a major leap for fashion applications. The previous model was great at staying true to an original design, without turning it into something you’d already seen on a runway. But the results sometimes looked flat. 2.5 brings those … ↗
@gdb2026-09-08♥636👁80.2K↗ 打开X
great demonstration of what's new with chatgpt image 2.5:
引用@chetasluachatgpt image 2 vs image 2.5 holy openai is on berserker mode first astra , then ns math and now sota image https://t.co/x6Wk76C92p ↗
@gdb2026-09-08♥1.2K👁62.9K↗ 打开X
chatgpt momentum is building, team has been doing an incredible job for our users
引用@SimilarwebChatGPT broke its MAU record for the 4th consecutive month in August, reaching 1.06B MAUs. https://t.co/NMjaqI0R9b ↗
@gdb2026-09-08♥1.7K👁161.6K↗ 打开X
ChatGPT Images 2.5 — another step for creating whatever you can dream of.
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
@gdb2026-09-08♥6.0K👁712.8K↗ 打开X
Announcing a solution to the Navier-Stokes problem, one of the seven Millenium Prize problem. Represents a major milestone for both AI and mathematics, as well as pointing to an upcoming renaissance in scientific discovery. Hoping that the knowledge created by this model can help the community better understand non-linear PDEs, which are used to model much of the physical world.
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
Peter Gostev@petergostevAI25.9K粉 · 14条继续把数学证明做成Blender可视化,并比较Three.js与WebGPU的Agent生成效果和成本。
@petergostev2026-09-09♥653👁71.0K↗ 打开X
I have given GPT-6-Astra in Codex to read OpenAI's paper and produce a visualisation of their solution to the Navier-Stokes problem in Blender. It has created this beautiful visual. Explore it at your leisure: https://t.co/Xo2RIpum85 https://t.co/nbQwZMEWT7
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
用Codex读论文并在Blender里可视化Navier–Stokes解法。
@petergostev2026-09-09♥69👁6.4K↗ 打开X
I've done a side by side with the same prompt for Three.js vs WebGPU. The difference is not dramatic, but if you look more closely WebGPU has more detail in the trees and the dinosaurs. Both cost just under $20 in API costs and each took c.55 mins to complete. You can take a closer look here too: https://t.co/Hx71A2J229
引用@pvncherSmall rant about Threejs It doesn’t make sense for llms to be writing complex games in JavaScript when wasm + webgpu exists and you’re not reading the code anyway ↗
同提示下Three.js与WebGPU各花约20美元、55分钟,差异没有宣传中夸张。
@petergostev2026-09-09♥41👁2.5K↗ 打开X
Is it just me, or does it feel like they've quantized The Swarm already? Five days ago it solved a Millennium Prize problem and nothing since then
@petergostev2026-09-09♥94👁7.5K↗ 打开X
Anthropic must surely be ready to drop something big soon. It's like this every time, and we love it.
@petergostev2026-09-09♥37👁2.1K↗ 打开X
So it's been 4 days since the solution, what has 'The Swarm' been doing? Giving conference talks? Partying? Centering divs? Or are we going to see some more discoveries?
@petergostev2026-09-09♥237👁25.1K↗ 打开X
Can't believe Boris had to switch from Model 2 to Fable 5.1 just to do the crab demo
引用@bchernyIt's the little things https://t.co/dhyV5jPE8o ↗
@petergostev2026-09-09♥55👁7.3K↗ 打开X
2022
引用@samasoon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you. ↗
@petergostev2026-09-08♥38👁3.3K↗ 打开X
Can't wait to read a footnote about this on @BBCNews in 3 days time. Seriously, crickets right now in the British media, even tech & science sections are empty.
@petergostev2026-09-08♥586👁29.4K↗ 打开X
If OpenAI spent few tens of millions to solve a big maths problem, why wouldn't someone like Nvidia spend say $10b RL-ing its way into a god-chip that is 10x better than the state of the art? This is what super intelligence will look like.
@petergostev2026-09-08♥26👁2.0K↗ 打开X
This is the flip side of hacking hugging face btw
@petergostev2026-09-08♥14👁1.8K↗ 打开X
I'll shortcut to the main question we all had: "We do not intend to claim the Millennium Prize for this result."
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@petergostev2026-09-08♥702👁50.1K↗ 打开X
newb question: "a cached version of the internet" - is this normal, does everyone have one of these lying around? https://t.co/nvoFv7I4xc
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@petergostev2026-09-08♥176👁5.6K↗ 打开X
We need to appreciate the gravity of this. Before now, most of the proofs felt either lucky, unimportant or done by very capable humans. This is the first time when an AI system independently did something unambiguously impressive.
引用@petergostevIn 3.5 years, we went from GPT-4 which couldn't reliably add two numbers together to a 10,000 agent system that can autonomously solve a Millennium Prize problem. This is what exponential progress looks like. Accelerating, awe inspiring and terrifying. ↗
@petergostev2026-09-08♥4.0K👁77.0K↗ 打开X
In 3.5 years, we went from GPT-4 which couldn't reliably add two numbers together to a 10,000 agent system that can autonomously solve a Millennium Prize problem. This is what exponential progress looks like. Accelerating, awe inspiring and terrifying.
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转推2026-09-09 RT @petergostev: @suchenzang we just need a million of these and we'll break even
clem 🤗@ClementDelangueAI677.5K粉 · 5条主推端侧、本地、开放AI,并要求高风险论断对应更开放的研究材料。
@ClementDelangue2026-09-09♥1.6K👁100.9K↗ 打开X
If they truly believe the risk is that high, and I think they do, then we need 100x more research and understanding of it. That requires them to openly share their models, datasets, training code, and agent traces.
引用@EvanHubJacob is correct here—we really do earnestly believe AI could kill all humans! I personally think it is >10% within the next decade. I believe Anthropic is trying its best, but we do not yet have a plan to solve alignment for superintelligence and are not … ↗
以高风险论断反推开放模型、数据、训练代码和Agent轨迹的必要性。
@ClementDelangue2026-09-09♥3👁314↗ 打开X
If they truly believe the risk is that high, and I think they do, then we need 100x more research and understanding of it. That requires them to openly share their models, datasets, training code, and agent traces. A risk to all humanity cannot be studied and controlled behind closed doors.
引用@EvanHubJacob is correct here—we really do earnestly believe AI could kill all humans! I personally think it is >10% within the next decade. I believe Anthropic is trying its best, but we do not yet have a plan to solve alignment for superintelligence and are not … ↗
@ClementDelangue2026-09-09♥1.5K👁157.1K↗ 打开X
Let's go local AI! At a time when everyone is complaining about shortages of energy and compute for AI & costs of tokens, we need on-device AI more than ever! In addition, it's virtually free & fully privacy preserving!
引用@desertantlabsToday we're launching Desert Ant Labs: a European frontier AI lab building on-device intelligence. 18 models across audio, vision, and text. SDKs for Swift, Kotlin, and JavaScript. No tokens. No logins. Nothing leaves the device. https://t.co/qDZfv4G6ji … ↗
端侧AI以无token、无登录、数据不离设备作为价值主张。
@ClementDelangue2026-09-09♥172👁17.4K↗ 打开X
Open hardware from @huggingface (https://t.co/yEdfJj3get) + frontier AI = 🔥🔥🔥
引用@cdngdevi gave astra a robot, a paint brush, and a camera then asked it to paint the golden gate bridge in real life! it figured out how to control the robot, and progressively got better throughout its attempts. the timelapse is sick https://t.co/BfiiXvafRA ↗
@ClementDelangue2026-09-08♥558👁40.5K↗ 打开X
Bravo to Mistral! So great to see them killing it, they are an inspiration to everyone as we need more sovereign & open-source AI everywhere around the world. Excited to keep supporting them on https://t.co/BgguuZx7nO!
引用@MistralAIToday marks a major step for Mistral: we’re announcing a €3B Series D, the largest equity round ever raised by a European tech company, just three years after launch. https://t.co/5AexUxyrZM ↗
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转推2026-09-09 RT @googlegemma: You don't need to be a command-line expert to run local AI. https://t.co/d8OiUfDcmx wraps the heavy lifting of llama.cpp…
转推2026-09-09 RT @RemiCadene: Wow, the field is moving so quickly! So impressed with what people can do with a SO-101, that we designed with @therobotst…
转推2026-09-09 RT @picsoung: First rule of DuckFightClub? You don't quack about it. Unless you launch on ProductHunt 👇 https://t.co/YkU92ATYZp
转推2026-09-08 RT @evilpingwin: You shouldn’t need to be an ML expert to have an ML idea. Today we’re launching ML Intern in HuggingChat. Start with a c…
OpenAI Developers@openaidevsAI410.2K粉 · 1条主要转发Images 2.5、Astra创作案例、Unity插件和开发者项目。
@openaidevs2026-09-08♥1.5K👁56.0K↗ 打开X
Meet GPT-Image-2.5 Flare and Sunburst. Introducing new image models in the API, with sharper detail, stronger style adherence, and more control over edits. https://t.co/dirY4ANhpr
OpenAI开发者账号发布Images 2.5 Flare与Sunburst API模型。
▸ 折叠9条(转推/噪音)
转推2026-09-10 RT @pvncher: Codex now has a Unity plugin! https://t.co/Af02yArhzP
转推2026-09-10 RT @openart_ai: GPT Image 2.5 is now live on OpenArt 🎉 Better images. Better edits. More control over the final result. • Flare Mode for…
转推2026-09-09 RT @ChrisGPT: GTA 6 made by GPT 6 90 hours. https://t.co/pGbd3L2vAb
转推2026-09-09 RT @gokayfem: GPT-6 Astra × H3 Max Turbo I asked Astra to build a moving portrait out of hundreds of tiny movies Turbo generated 256 clip…
转推2026-09-09 RT @rayhanadev: some @OpenAIDevs mail showed up at my doorstep :) myself and @purduehackers will be joining the codex ambassador program t…
转推2026-09-08 RT @ManusAI: GPT-Image-2.5 is an impressive step forward. In our evaluations, Flare delivers high-quality images at two to four times the…
转推2026-09-08 RT @OpenAI: Astra is fully rolled out to Plus, Pro, Business, and Enterprise users in Codex and ChatGPT Work. Go build! And if you need i…
转推2026-09-08 RT @higgsfield: GPT-Image 2.5 Sunburst & Flare are live on Higgsfield 🧩 OpenAI's SOTA image model, now with flawless text rendering, advan…
转推2026-09-08 RT @codestantine: What I’ve been loving most about Sunburst is how nice the transparent images are. I look forward to seeing the type of…
Matt Pocock@mattpocockukAI348.4K粉 · 6条集中研究知识工作Agent化、软件基础、需求澄清和战略错误复盘。
@mattpocockuk2026-09-10♥221👁14.6K↗ 打开X
One thing that scares me about coding with AI is that it's hard to feel your strategic mistakes I.e. I STILL remember mistakes from my early career, in ~2018: - using a complex form library instead of browser built-ins - using a downright dumb webpack + PHP combo These mistakes cost us valuable time. And when we rectified them, the tasks around them got faster. But often, we didn't even see them as mistakes! We just thought "this is the way we do it". We stuck to the tactical side of our job, and didn't consider high-level alternatives. Too many things to ship, too much pressure, too little interest in fixing it. I see the same attitude in agents. If you tell them to do a task, they will do that task. They aren't RL'd to think outside the box, or propose strategic alternatives. So the human needs to be on the lookout for these strategic opportunities. But how do you do it, if you don't feel the pain of working in them? I'm planning on building this into my /retro skill (still in-progress). That'll at least give the agent an opportunity to identify refactor opportunities. We'll see how it goes, but I'm still nervous about it.
AI吞掉实现痛苦后,人可能更难感知错误架构;需要显式战略复盘。
@mattpocockuk2026-09-09♥171👁56.5K↗ 打开X
Strong recommendation for Erik 👌
引用@erikras📢 I'm officially looking for a new job. You hiring? Full time, remote from Spain, paid via EOR, IC, TypeScript, no crypto, support for 3-4 conference speaking gigs/year. Share plz. 🙏 DMs open. Act now, while supplies last! ↗
@mattpocockuk2026-09-09♥341👁39.3K↗ 打开X
Alper is right, setting expectations on software quality early is really key I.e. explicitly calling what you're building a "prototype" can give you a much nicer experience Whereas if the agent detects it's a finance/medical application you're in for a long grilling
引用@alperortacPro tip for anyone using /grill-me Tell the agent: "fyi, we dont want to overengineer anything here" And voila the rest of the session is happy decision making without jumping through extra hoops Of course there might be complex problem solving tasks that … ↗
@mattpocockuk2026-09-09♥398👁22.7K↗ 打开X
Submitted a session to @aiDotEngineer Paris "Fixing The PR Bottleneck" - all about how you can apply software fundamentals + automated review to getting PR's through faster And yes, it'll be recorded and sent to YouTube
@mattpocockuk2026-09-09♥1.0K👁79.1K↗ 打开X
I've been trying to use AI for knowledge work (course planning). Here's what seems to work so far: 1. Give each 'deliverable' a Karpathy-style LLM-wiki (for me, a deliverable is a course, or a talk. A sizeable piece of work, more than 1 day's labour) 2. Split the deliverable into 'sections' that can be worked on in independent threads during the day shift (more than one thread meads you can parallelize work in different agent threads, all reading from/writing to the wiki for shared state) 3. My input is in the form of braindumps - huge chunks of dictated text the model integrates into its wiki (it gives me HTML reports, I react to the reports via dictation) 4. Write a 'linting' skill you can run on the entire deliverable during the night shift (be generous, use a ton of subagents, look for every possible weakness) This lets me speak the thing I want into existence, with the model capturing everything I say and slowly bringing the thing (course, talk, video) to life. Work in progress, but I like it.
引用@mattpocockukKnowledge work is SO much harder to automate with agents than code We underestimate how easy software development is for agents - Tons of high quality automated feedback loops (types, tests) - Well-organized free documentation, searchable on the web - … ↗
用共享wiki、并行线程、口述输入和夜间lint补知识工作的反馈回路。
@mattpocockuk2026-09-09♥542👁60.6K↗ 打开X
"I agree that software fundamentals matter. But which ones? In which order?" My answer:
引用@mattpocockuk@atpaawej 1. Learn to read code 2. Learn to use the terminal 3. Learn how good teams prevent human/agent mistakes (types, tests, linting) 4. Learn how to structure your app to make your tests/types better (deep modules, seams, adapters) 5. Learn ubiquitous … ↗
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转推2026-09-09 RT @burkeholland: If you haven't seen @GitHub Copilot in a while, you haven't seen it. So we're having an event to say Hello. Again! New t…
Mckay Wrigley@mckaywrigleyAI228.4K粉 · 1条用“数据中心里的天才小镇”概括约一万个Agent协作解题的想象力。
@mckaywrigley2026-09-08♥898👁36.9K↗ 打开X
solved by a town of geniuses in a datacenter (~10k agents). imagine what happens when we get a country of geniuses in a datacenter. what a time to be alive.
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
Simon Willison@simonwAI220.2K粉 · 2条追问Navier–Stokes事件里的数据改进边界,也注意到分层防提示注入的实现线索。
@simonw2026-09-09♥59👁18.2K↗ 打开X
"Deterministic code checks the result" sounds like they might be implementing a variant of the DeepMind CaMeL paper https://t.co/c91rFU1z3s
引用@dpsOne threat we’re particularly focused on is prompt injection, and we handle it in layers. The model is trained to recognize and resist it. The harness marks anything coming from an untrusted source. Deterministic code checks the result. And an ensemble of … ↗
不可信输入标记、确定性检查、隔离分类器组成分层防线。
@simonw2026-09-08♥666👁70.1K↗ 打开X
Wrote up my thoughts on the whole OpenAI Navier–Stokes Millennium Prize Problem story, and how it highlights the still confusing question of what using my data "to improve model performance" actually means https://t.co/vgheVu3rw3 https://t.co/dXoCrQPqDm
Navier–Stokes争议被收束为“改进模型表现”究竟怎样使用用户数据。
Vaibhav (VB) Srivastav@reach_vbAI58.4K粉 · 9条详解Images 2.5能力与工作流,跟进Unity官方Codex插件和Astra服务状态。
@reach_vb2026-09-10♥189👁9.4K↗ 打开X
Unity’s official Codex plugin is here! 🎮 Skills from Unity’s own engineers for: > Project setup, packages & live Editor control > UI, sprites, tilemaps & text > Shaders, rendering & post-processing > Physics & AI navigation > Audio, multiplayer & voice chat > Localization & web performance and more Go build that game 👇
引用@pvncherCodex now has a Unity plugin! https://t.co/Af02yArhzP ↗
Unity官方Codex插件把编辑器与游戏开发领域知识封装成技能。
@reach_vb2026-09-09♥54👁7.2K↗ 打开X
next few weeks btw: BER 🇩🇪 LDN 🇬🇧 SWE 🇸🇪 ITA 🇮🇹 SFO 🇺🇸 LDN 🇬🇧 IND 🇮🇳 BER 🇩🇪 FRA 🇫🇷 LDN 🇬🇧
引用@reach_vbwhat an incredible past few days/ weeks, I’m in awe of everything teams are working and the sheer diversity of it the number of times I’ve context switched from launches to startups to docs to testing to hiring and more is unreal ↗
@reach_vb2026-09-09♥93👁11.2K↗ 打开X
what an incredible past few days/ weeks, I’m in awe of everything teams are working and the sheer diversity of it the number of times I’ve context switched from launches to startups to docs to testing to hiring and more is unreal
@reach_vb2026-09-09♥91👁16.4K↗ 打开X
what’s the TL;DR of the Apple launches today? anything worth buying? 👀
@reach_vb2026-09-09♥337👁80.5K↗ 打开X
Things should be starting to get back to normal now! Let us know if not & apologies for the inconvenience 🙏
引用@reach_vbWe are investigating an issue that may be causing unexpected usage resets for some users. https://t.co/z7m3wg1uPS ↗
@reach_vb2026-09-09♥157👁13.9K↗ 打开X
Here's how Astra, Sunburst & Codex put this together: > Sampled 30s into 249 frames. > Chose ink + 7 style references. > Prompted Sunburst: original = pose, reference = style. > Generated images; subagents reviewed them. > FFmpeg added timing, audio & side-by-side. https://t.co/wpfUvfWYUl
引用@reach_vbwow, GPT image 2.5 is incredible at character consistency 🤯 https://t.co/9oQfKBvIuG ↗
@reach_vb2026-09-09♥384👁36.4K↗ 打开X
wow, GPT image 2.5 is incredible at character consistency 🤯 https://t.co/9oQfKBvIuG
@reach_vb2026-09-08♥312👁20.6K↗ 打开X
Introducing ChatGPT Images 2.5 🎨 > Up to 50% lower generation latency vs Images 2.0 > More natural lighting, textures, and recognizable subjects > Better detail preservation across repeated edits > Comment directly on images to target changes > Better handling of complex layouts, styles, and transparent backgrounds Plus, new tools: > @ Sketch: draw in ChatGPT to guide your image > Templates: start with posters, merch, and more > Share prompts alongside images for others to remix Two new API models, available now: > GPT-Image-2.5 Flare: better quality, editing, and speed > GPT-Image-2.5 Sunburst: greater precision for detailed work, with longer generation times Rolling out today across all ChatGPT, ChatGPT Work, and Codex tiers on desktop, mobile, and web. Enjoy!
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
Images 2.5的延迟、编辑保真、透明背景和API双模型说明。
@reach_vb2026-09-08♥201👁11.2K↗ 打开X
bookmarking this to come back to this in a year on 8th September 2027
引用@polynoamialYes, this result cost millions of dollars. But remember that when @OpenAI announced o3 it cost ~$500,000 to score 87.5% on ARC-AGI 1. Today, Astra scores higher for ~$20. In 2025 it took us and GDM an enormous amount of compute to achieve IMO gold. For the … ↗
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转推2026-09-09 RT @thsottiaux: Worth clarifying that this is flatly false and the two options are just two independent ways to opt-out. We respect our us…
转推2026-09-09 RT @michpokrass: following up after astra launch week and the navier-stokes announcement i wanted to share a little bit about how we think…
转推2026-09-09 RT @charlierguo: GPT-Image 2.5 is good enough to do stop motion animation now! https://t.co/C4lKN1ruFn
转推2026-09-09 RT @Thom_Wolf: friends are regularly surprised when i say i don’t think math is (yet) “solved,” so in the wake of the ns result i figured i…
转推2026-09-09 RT @reach_vb: okay Astra let’s make will smith eat spaghetti https://t.co/7VeoFnXppU
转推2026-09-08 RT @reach_vb: what an exciting time to be alive
Philipp Schmid@_philschmidAI119.8K粉 · 1条介绍AlphaGenome Atlas的1PB变异数据库、API和Agent技能。
@_philschmid2026-09-08♥96👁5.0K↗ 打开X
AI is not always about LLMs! Incredible work by AlphaGenome Atlas team within @GoogleDeepMind. AlphaGenome Atlas is a searchable 1-petabyte database mapping the molecular effects of all 9 billion single-letter DNA changes in the human genome. - 1-petabyte open variant database - Unified AVI mutation scores - Web portal & AlphaGenome API - Agent skill Get started https://t.co/v1NXSKCRlG
Ben Tossell@bentossellAI199.8K粉 · 4条关注Muse隐私设置、Anthropic经济情景和模型使用成本。
@bentossell2026-09-10♥44👁7.5K↗ 打开X
i got rejected for replits london launch party
@bentossell2026-09-09♥19👁4.7K↗ 打开X
astra got me to use luna more
@bentossell2026-09-09♥8👁10.2K↗ 打开X
someone call the pudding
引用@AnthropicAIAnthropic’s Economics team is sharing a new model of how AI might affect economic growth, jobs, wages, and more by 2030. Explore the scenarios, tell us what you think will happen, and see how your answers compare to more than 10,000 Americans. … ↗
@bentossell2026-09-08♥0👁187↗ 打开X
glms review of muse - ad sharing “muses activity appears as yours” - agent convos training are opt-in by default - meta can currently read your vm? but later this year wont https://t.co/whddBRHuFt
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @evanjconrad: the average on-platform customer on sfcompute saves about 25% it's the difference between $4.5/hr and $3.3/hr we wrote a…
转推2026-09-09 RT @FactoryAI: Factory is now available on the Claude marketplace. Enterprise customers can apply their committed Anthropic spend to Factor…
Alex Volkov@altryneAI42.0K粉 · 11条追iPhone Duo发布与应用点子,也继续测试Muse的主动提醒和多Agent组合。
@altryne2026-09-09♥5👁940↗ 打开X
Who's the first to do an accordion app for Duo?
@altryne2026-09-09♥36👁1.7K↗ 打开X
Proactive agents, that's what we want in 2026! @muse just surprised and delighted me with this! My daughter is turning 8 and Muse knows this and suggests to help me plan a party! Really really well done https://t.co/snL0cFL27j
@altryne2026-09-09♥7👁1.2K↗ 打开X
Should I sell my Vision Pro for an iPhone duo? 🤔
@altryne2026-09-09♥19👁3.4K↗ 打开X
Can't wait to run my Codex, Claude, Grok, Muse, Hermes and Instinct all together on this bad boy https://t.co/G99YcG6yDo
@altryne2026-09-09♥2👁1.7K↗ 打开X
Iphone duo is here! Here's the teaser featuring @johnternus at #AppleEvent "Similar size of a passport" with a weird asymetric shape They also have a female version of Jony Ive narrating it https://t.co/qR5jcyykMu
@altryne2026-09-09♥1👁1.1K↗ 打开X
Just a note of appreciation to the folks at Google Search Console 😂 Damn that's a LOT of URLs
引用@yagiznizipliHistoric moment for @X and https://t.co/ZL4r0lVQq7. For the first time ever, more of our URLs pass Core Web Vitals as Good than fall into Need Improvement or Poor. The web rewrite is working. This is the experience we promised. https://t.co/4mVZwq9yUw ↗
@altryne2026-09-09♥4👁1.5K↗ 打开X
a huge chunk of the #appleevent goes to Siri AI. It's... been OK? Given that it's mostly on device, it works fairly fast. In fact, I used Siri AI yesterday, to dial a phone number that I got via a screenshot (that wasn't selectable) It's nice, but it's not agentic yet
@altryne2026-09-09♥0👁1.1K↗ 打开X
It's really perplexing how apple can go "this is the fastest iphone we ever built" oh and 'a new color' every year and we just take it
@altryne2026-09-09♥3👁1.0K↗ 打开X
A story in 3 acts... gotta respect the 18 ceo hustling though! I bet we'll see Aaryan again! https://t.co/sPulU6PW4f
@altryne2026-09-09♥18👁2.9K↗ 打开X
.@boztank is @Muse coming to Rayban metas soon? I'd LOVE to know that my assistant can actually do stuff and send me proactive notifications as I go about my day!
引用@josephpalbanesezuck is going to have @muse as the default agent behind the meta sunglasses and it will be the hottest consumer product going into the holidays. he got his platform ↗
@altryne2026-09-09♥10👁1.3K↗ 打开X
LK99 was just a teaser https://t.co/HX20UXv1wb
▸ 折叠4条(转推/噪音)
转推2026-09-10 RT @hackgoofer: TypeSafe is sponsoring the CoreWeave hackathon - come through! https://t.co/v6dm1fKleK
转推2026-09-10 RT @thursdai_pod: Walking inside a Van Gogh painting... @petergostev brought Fable 5.1 demos to ThursdAI and says no other model has been…
转推2026-09-10 RT @huntie: Probably the most visually useful slide for why the iPhone Duo UI is reconfigured https://t.co/lf8gecK088
转推2026-09-09 RT @altryne: Here's my full in depth review of @muse (https://t.co/RcAI2g1Qjm) Meta's new FREE AI agent with it's own browser, computer and…
Rowan Cheung@rowancheungAI597.1K粉 · 1条分享脑机接口帮助瘫痪者恢复手部运动与触觉的案例。
@rowancheung2026-09-09♥24👁5.8K↗ 打开X
AI is now helping paralyzed people move again. This man is moving his own hand with an implant trained on his brain activity, and feeling everything he touches. An incredible application of AI for good! https://t.co/5PWhCUVJsZ
Hassan@nutlopeAI99.5K粉 · 1条发布开源AI技术栈文章,覆盖模型、harness、网关、路由、工具和推理。
@nutlope2026-09-09♥18👁3.3K↗ 打开X
Wrote an article on the Open Source AI Stack! It breaks down the ecosystem around open models: harnesses, gateways, routers, tools, inference, & more. A good place to start if you're exploring open source models or just getting into them.
引用@togethercomputehttps://t.co/K3M6rC8EG3 ↗
swyx@swyxAI191.2K粉 · 0条本期以转发AI工程会议、服务业AI部署和递归语言模型内容为主。
▸ 折叠7条(转推/噪音)
转推2026-09-10 RT @kmad: Recursive Language Models are used by @harvey, @PrimeIntellect, not to mention Anthropic and OpenAI If you want to learn more, m…
转推2026-09-09 RT @varunshenoy_: our full presentation from @aiDotEngineer world fair: https://t.co/yzllGm2wPM thank you @swyx + team for having us!
转推2026-09-09 RT @varunshenoy_: at long lake, we've bought 40+ services businesses to build AI where work actually happens we're working on: - deploying…
转推2026-09-09 RT @aiDotEngineer: We’re hiring at AI Engineer. Help us unite and empower the global AI engineering community. Open roles: • Growth Marke…
转推2026-09-09 RT @pk_iv: our conference on the state of the agentic web + computer use could not have been better timed! join us in SF on thursday for…
转推2026-09-08 RT @cognition: The world needs far more software than it can build. Cognition exists to change that. We’ve just raised over $2B at a $48B…
转推2026-09-08 RT @stratechery: Write Things Down Writing things down is powerful, for humans and for AI; what comes first, however, is what to write, wh…
ChatGPT@chatgptAI696.6K粉 · 0条主要转发Voice模型选择、Images 2.5与Astra组合案例。
▸ 折叠5条(转推/噪音)
转推2026-09-09 RT @athyuttamre: 🌌 ChatGPT Voice can now use GPT-5.6 Sol and GPT-6 Astra We’re updating how intelligence works in voice. Now, you can sele…
转推2026-09-09 RT @nickbaumann_: Images 2.5 & Astra are a wonderful combination (sound on) https://t.co/VFK7wqXgH9
转推2026-09-09 RT @michpokrass: following up after astra launch week and the navier-stokes announcement i wanted to share a little bit about how we think…
转推2026-09-08 RT @OpenAI: ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generati…
转推2026-09-08 RT @cdngdev: i gave astra a robot, a paint brush, and a camera then asked it to paint the golden gate bridge in real life! it figured out…
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 2条用AI做房产改造方案,判断设计与工程降本会推动更多消费品定制化。
@nikitabier2026-09-09♥3.1K👁107.6K↗ 打开X
What you look like with a foldable phone https://t.co/TBnDlt5m0P
@nikitabier2026-09-08♥4.0K👁428.0K↗ 打开X
I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off Zillow and satellite photos). The future is going to have very few intermedaries between consumers and the last mile of labor. And more broadly: consumers will be spending a lot more on custom projects to get precisely what they want, since the reasons they've been cost prohibitive (design and engineering) will no longer matter. Essentially, a lot more things are going to be custom-fabricated—electronics, clothing, home fixtures. The next era of consumer tech is going to make everyone a hobbyist and builder.
AI降低设计工程成本后,定制化实物和个人建造项目可能增加。
@levelsio@levelsioindie954.6K粉 · 13条集中讨论自建替换SaaS、AI后的护城河边界,以及Image 2.5在Photo AI里的效果和利润率。
@levelsio2026-09-10♥361👁134.2K↗ 打开X
He's right Amazon Air (or Prime Air) is down there with the worst airlines in the world in safety record Worse than Pakistan's terrible airline and same fatal odds as Nepal's terrible Yeti Airlines Source: https://t.co/lU0Gb2zOLU https://t.co/smk3r3L1pj
引用@bschollAmazon Air has roughly 4.4X the major accident rate of global airlines and 18X the fatal accident rate, per departure. Something is seriously wrong with how Amazon is operating. I suspect the model of subcontracting to random tier 3 “airlines” is broken. ↗
@levelsio2026-09-09♥401👁55.9K↗ 打开X
My friend working on his sOfTwArE FaCtOrY https://t.co/oeWOtHumxY
引用@levelsioWhen I see people build a "software factory" https://t.co/AkbprwJ9KO ↗
@levelsio2026-09-09♥586👁68.0K↗ 打开X
"That's kinda sad honestly" One thing I learnt in business school is that the market doesn't care about your feelings A famous Austrian economist Schumpeter called it creative destruction "Creative destruction is a process in which new innovations replace and make older innovations obsolete" You have to be constantly changing and adapting to survive creative destruction and many do not, you're just wiped out I think we're in the middle of the biggest economic transition since the Industrial Revolution of 250 years ago
引用@andrii_romThat's kinda sad honestly. Selling to indiehackers was always a pain and now with AI it's pretty much impossible - everyone is vibecoding their own stuff I hope that larger businesses (most of the market) are just too lazy to do that so that we could sell … ↗
@levelsio2026-09-09♥1.6K👁313.7K↗ 打开X
Oh for sure I think my only moat left post-AGI is: - https://t.co/1z6UN2d0nh community + data (now free membership) - Me being on @X with an audience - My https://t.co/9CJsL4WdHt investments The rest will be completely and utterly wiped out with no doubt
引用@andrii_rom@levelsio Aren't you scared that people can vibecode their PhotoAI or InteriorAI, just like you did with these services? ↗
@levelsio2026-09-09♥629👁47.9K↗ 打开X
I really liked @marckohlbrugge's e-ink screen by @itopinion So I asked Claude Code to make a CSS UI Kit I can use for my sites from the video And it worked! https://t.co/ZfwBu6Mn6y
@levelsio2026-09-09♥226👁80.4K↗ 打开X
✨ Here is GPT Image 2.5 vs. GPT Image 2 on Photo AI It's definitely more real and has more resemblance and is also 3x faster 😊 GPT Image 2 uses the reference picture more literally and stitches it into the photo kinda whereas GPT Image 2.5 actually uses it as a reference Very cool
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
@levelsio2026-09-09♥334👁53.6K↗ 打开X
Without AI inference my profit margin is now 99.4% With AI inference (mostly Photo AI) it goes down to 93%!
引用@pepijnniesten@levelsio Haha wow. WHat is your margin now? ↗
levelsio自报含AI推理时利润率仍有93%,不含则99.4%。
@levelsio2026-09-09♥856👁56.1K↗ 打开X
Yes, @Cloudflare is oddly well positioned for the AI age because their services are very structural and foundational in nature You really need them and you can't replace them easily and they sell them very affordably (most of Cloudflare is free!)
引用@xdNiBoR@levelsio Cloudflare is clearly the goat ↗
Cloudflare被视为难替换、低价且结构性的基础设施。
@levelsio2026-09-09♥162👁37.3K↗ 打开X
I use Cloudflare Email Sending to send an email to login with a login link (soon I wanna switch that to a code, more modern) Or Google Login which is free
引用@DanBochman@levelsio Truly amazing What do you do for auth? ↗
@levelsio2026-09-09♥247👁64.0K↗ 打开X
Because soon everyone can do this I think Lots of things we used to pay SaaS subscriptions for will just be vibe coded by an AI agent/model as part of your project/site/startup Instead of having to sign up to a SaaS for it I always liked this self-sufficient dependency-less way of building things and we're reaching the maximum state of that now
引用@LuisDCSilva@levelsio Why not SaaS your own solutions as solutions for others? Any one could use your weather API for a few $$/€€ per month for example. ↗
@levelsio2026-09-09♥2.6K👁253.6K↗ 打开X
✨ I replaced all these SaaS with my own vibe coded now, so about $25,000/mo savings: - Weather API -> My own vibe coded weather service using Norway's meteorology API - Image resizing API -> My own vibe coded image resizing API with NodeJS's Sharp + Redis (saves ~$1,500/mo) - Google Vision NSFW detection -> My own $0/mo vibe coded NSFW detection service with Python's NudeNET (saves ~$2,500/mo) - Cloudflare Streaming -> My own $0/mo Nginx VPS video streaming (saves ~$250/mo) - API Flash -> My own $0/mo screenshot service (for social images) (saves ~$250/mo) - New Relic + IPHub -> My own $0/mo error monitoring, DDOS blocking and fleet management service (called error2telegram) (saves ~$250/mo) - Human moderators -> My own moderation on all my sites with @xAI (saves ~$10,000/mo) - IFTTT -> Telegram bot (saves ~$100/mo) - Photopea as editor inside Photo AI -> Vibe coded my own photo editor (saves ~$100/mo) - Mapbox -> Vibecoded my own free replacement with OpenFreeMaps (saves ~$500/mo) - Uptimerobot -> My own $5/mo Uptime Canary app running on Kuma (saves ~$50/mo) - Ghost blog -> My own $0/mo blog platform - Customer support -> @featurebasehq + AI support bot (saves $5,000/mo) - Scrapingbee/SerpAPI -> My own $1/mo scraper with Patchright (save ~$250/mo) I think I have reached my final limit of replacing my SaaS services as I have these left, but that'd mean becoming an ICANN registrar (I don't want 😁), managing my own email (I don't want), managing my own hard drives at home in a storage (I don't want) and managing my own servers at home too (I don't want) and running my own GPU rig at home (I don't want): - Cloudflare Domains - Cloudflare Email Sending - Cloudflare R2 Storage - Backblaze B2 for backups - Hetzner for all my servers for all my sites (VPS) - xAI for all LLMs for all my sites (so many things like moderation, writing emails, anything)
引用@levelsio✨ Okay with lots of help from @javilopen and his Spanish scraping friends I've managed to vibe code my own @Scrapingbee alternative and replace my $249/mo Scrapingbee plan with my own $1/mo scraper running on my VPS! First I tried OpenSERP, an open source … ↗
自报每月省约2.5万美元的自建替代清单;重点看具体边界,不宜把金额外推。
@levelsio2026-09-09♥323👁73.7K↗ 打开X
I think for Samsung and LG it's a competitive race to the bottom TVs in Korea are more expensive to produce than in China, but somehow they have to try survive So their idea (well Samsung started it) was to try make money in other ways, like putting ads in their TVs, then the advertisers asked for better targeting so they needed data, so they started tracking what you watch and listening to what you say at home with the microphone and sending it back to their servers It's a race to the bottom and this is stuff you actually DO need regulation for to stop it because they're all competing so without regulation this won't stop because people will just buy the cheaper TV I think
引用@DaveySwift@levelsio Doesn't really make sense, Korean companies aren't known for spying, are they? ↗
@levelsio2026-09-09♥454👁75.3K↗ 打开X
This tweet is literally a copy-paste prompt for your clanker to build your own scraper on your VPS btw!
引用@levelsio✨ Okay with lots of help from @javilopen and his Spanish scraping friends I've managed to vibe code my own @Scrapingbee alternative and replace my $249/mo Scrapingbee plan with my own $1/mo scraper running on my VPS! First I tried OpenSERP, an open source … ↗
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @afonsolfm: For the past 3 weeks, I've been travelling around Poland. I started in Krakow, then went to Wroclaw, and now I'm in Warsaw.…
转推2026-09-09 RT @marclou: I'm selling my butt 🍑 Bidding starts at $10,000. Then +$5,000 per takeover. It's a premium spot ☺️ so it's more expensive th…
DHH@dhhindie876.9K粉 · 11条密集推进Omarchy的多语言、硬件适配、iOS开发链和社区扩散。
@dhh2026-09-10♥233👁8.4K↗ 打开X
It's only delusions of grandeur if you don't make it. If you do, it's just grandeur. https://t.co/ZVAuEB8DD1
@dhh2026-09-10♥361👁9.2K↗ 打开X
United the nerds. Build the machine. Change the world.
@dhh2026-09-10♥220👁9.5K↗ 打开X
Not since the Kalmar union fell in 1523 have the viking clans been this united: We now have https://t.co/jpj7searAQ, https://t.co/SaveMab9Fl, and https://t.co/3iFmTg1lVP. The full Scandinavian trio! 🇩🇰🇸🇪🇳🇴 https://t.co/xnd1rJZ59b
@dhh2026-09-10♥154👁12.6K↗ 打开X
We're doing every language, every region, because why not? With the incredible @AIatMeta donation of $1,500,000 tokens and the price of Muse Spark, we're putting @alexandr_wang's model and @finkd's GPU fleet to exceptionally good use. Hope to push it to 100 LANGUAGES today 😄
引用@iamdothashThanks to @think2, we now have the Norwegian https://t.co/Y2maG2WZe6 up and running! This community is amazing at helping one another. Føler du språket er litt rart er det bare åpne en PR på https://t.co/cpuwk7hBZf https://t.co/qmGTLy5KGC ↗
Omarchy借捐赠token推进100种语言,本地化被社区和低价模型共同加速。
@dhh2026-09-10♥181👁15.0K↗ 打开X
This is the transfer of enthusiasm!! @NetworkChuck has not just managed to rack up TWO AND A HALF MILLION views on his Omarchy videos, he's also doing 1-1 transfers with @digitalix in person. Love it!
引用@digitalixMy first try with @OmarchyLinux Linux and it's with non other than @NetworkChuck https://t.co/LU1njBR016 ↗
@dhh2026-09-10♥225👁15.3K↗ 打开X
I just love that we have Anush, an AMD VP for AI, on top of the Omarchy speed-install leaderboard. What a chad! https://t.co/Hz9QRk4YaL
引用@AnushElangovanHalo Laptops are the fastest with Omarchy: https://t.co/A3A5ghsHrL ↗
@dhh2026-09-10♥261👁28.9K↗ 打开X
This is the future of iOS development. You live in comfort, style, and freedom on your Omarchy machine, and send your agent into the locked dungeon of Apple's developer experience to do the grim, grotty work to make the builds.
引用@JoshuaSWarrenAn agent on @OmarchyMac on my M1 MacBook Pro just built an iPhone app, compiled it, pushed it to my iPhone and attached a live debugger to it. No macOS device needed. Building this into a package so you install apple-dev on Omarchy for everything you need … ↗
Omarchy上的Agent远程完成iOS构建、部署和调试,试图绕开开发环境锁定。
@dhh2026-09-10♥642👁27.1K↗ 打开X
I kinda get the pseudonymous shitposting on X, but folks who willingly put their name to it on LINKEDIN baffle me. Isn't 90% of the point of that website that you try to look presentable to present and future employers and partners? https://t.co/Ez3Zg5WUaW
@dhh2026-09-10♥1.8K👁84.5K↗ 打开X
Sweet mother of AGI! 🤯
引用@jpschroederCan’t make this up…the MacBook is using its webcam to look at its screen in a mirror to improve AMD Radeon chip support in Omarchy. https://t.co/pw5Yu0JVJ7 ↗
@dhh2026-09-10♥305👁22.7K↗ 打开X
BUSTED! We are indeed secretly funding underpants gnomes to steal all your boxers, briefs, and knickers. We haven't quite figured out step 2 yet, but step 3 will surely be PROFIT! 🤣 (This insane clown posse really is a batty bunch!) https://t.co/Ha9gT3R3L5
引用@LundukeJournalThe co-Founder of GNOME (and the “Chairperson” of the GNOME Code of Conduct Committee) is pushing a conspiracy theory that donations to Omarchy are being used to make “untraceable donations to nefarious groups.” The theory, being promoted by GNOME, appears … ↗
@dhh2026-09-09♥174👁7.5K↗ 打开X
Are you allowed to post gifs of yourself? (I don't know why I'm asking because I'm going to post it anyway regardless of your answer 😂) https://t.co/lRGpvUYyqx
▸ 折叠4条(转推/噪音)
转推2026-09-10 RT @0xSero: Local AI Omarchy plugin live! I need some testers, 50$ per tester, 4 slots remaining. Let's get local AI deployed everywher…
转推2026-09-10 RT @ryanrhughes: A lot of people assume @dhh and I worked together before Omarchy, or that I must work at @37signals. Neither is true. I…
转推2026-09-09 RT @witcheer: Hermes Agent is built into Omarchy now. it is an Arch-based Linux setup where everything runs from the keyboard and one menu.…
转推2026-09-09 RT @paddix: Open models. Open data. Open agents. Open infrastructure. Open OS. See a trend ? Omarchy: 1M+ downloads, 40K stars, 500+ cont…
Thomas Sanlis 🥐@T_Zahilindie24.1K粉 · 6条一边讽刺同质化产品点子,一边记录平台对收入、生活方式和强钩子内容的偏好。
@T_Zahil2026-09-10♥71👁3.4K↗ 打开X
- Outbid clone - Habit tracker - Analytics SaaS - AI reddit something - Directory of indie hackers products Those are the BEST ideas to have a $0 product 🙌🏻
@T_Zahil2026-09-09♥30👁1.2K↗ 打开X
I've been using an unreleased product of mine every day for months. It started as a dashboard I built because I wanted to have a clear view of my revenue across my projects and payment providers. It evolves in something bigger, something helping me taking business decisions I can't wait to release it! Do you know what it could be?
@T_Zahil2026-09-09♥1.1K👁48.0K↗ 打开X
Employee: 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3K Freelancer: 1k, 2k, 4k, 3k, 6k, 5k, 7k, 8k, 9k, 10k Solo AI Founder: 0, 0, 0, 0, 0, 1K, 10k, 50k, 100k
@T_Zahil2026-09-09♥37👁1.4K↗ 打开X
I need to start writing more popular posts X is telling me to stop posting product updates, and start focusing on things like sharing revenue, posting lifestyle stuff, starting my posts with a hook etc I love "Original Content", but ok, I'll do it anyway https://t.co/z4TTcFrtF1
平台反馈明确偏好收入、生活方式和钩子,资格机制正在塑造内容。
@T_Zahil2026-09-08♥34👁2.4K↗ 打开X
If you could chose ONE person to invite to the next Uneed Residency, who would that be? https://t.co/KcZxVQNE5G
@T_Zahil2026-09-08♥11👁877↗ 打开X
I can't believe it 😭 @socodemaker called first on the second idea of "The Build Brief", he's starting to build it, and is publicly committing to release it before the end of the month 🔥 Thing are getting crazy on our Discord!!
引用@T_ZahilI've started something fun last week on Uneed's Discord I called it "The Build Brief" Every Tuesday, I share a project idea for solo founders, detailing the business model, the features, the go to market strategy etc The first one was a newsletter ad … ↗
Alex Finn@AlexFinnindie473.9K粉 · 3条继续推广重度Agent工作流,重点是充分提问、细化任务和把项目管理交给Linear。
@AlexFinn2026-09-10♥599👁45.5K↗ 打开X
This has sped up my AI coding 20x (prompt at the end): Before building out a big feature, ask ChatGPT 6 Astra to ask you as many questions it needs to fully plan out the idea This is even better than plan mode. plan mode is typically limited to 3 or 4 questions. This is like a super plan mode and makes Astra SO good This has asked me 100+ questions before. Seems like a lot but actually saves you time in the long run The plan it builds will be so detailed and complete that it can basically run autonomously and build the entire thing But here's where you take things to the next level: You also have it take your entire plan and create detailed Linear issues for it It should create 20+ tasks in Linear Then it's as easy as saying "ok work on the next thing" over and over until the feature is done Highly recommend downloading and using Linear if you haven't yet. Amazing project management tool w/ excellent free tier Will basically capture all these details and put your agent on autopilot. It's a 2nd brain. Use this prompt: "I want to build out *describe your feature in detail*. Ask as many questions you need of my to fully understand every detail of what I want to build out. Then take everything you learn, and create super focused and detailed Linear issues. Then begin work" Getting so much more high quality code out with this workflow. You're welcome.
先充分提问再拆任务的Agent规划法,适合复杂功能而非所有小改动。
@AlexFinn2026-09-09♥1.1K👁60.3K↗ 打开X
Everything you need to master in 2026 to get rich: • Using Astra 6 high for planning, low for execution • Grok Bot to manage day to day • Coding loops • Taking advantage of Codex's computer use • Herdr to manage tons of agents • /goal • Running local models • Karpathy's Autoresearch • Building an X audience • Creating videos • How machine learning works • How databases work (been using Convex) • Using API's • Training your own LoRAs • Elimination of doom scrolling • Most importantly: focus
@AlexFinn2026-09-08♥460👁43.0K↗ 打开X
Challenge for you: Every single task you need to do today on your computer, have Grok Bot do it. Do NOTHING yourself It will be the single biggest productivity unlock ever The reason most people don’t get value out of AI is they don’t think big enough. They don’t use it to its maximum capability AI models and basically every frontier agent can do ANYTHING on a computer you can do now Challenged myself to do this today and got more done than I ever have before in a single day. Grok Bot was able to complete literally 100% of my tasks. Here’s everything it did: 1. Downloaded and installed Davinci Resolve then set up the new AI MCP 2. Read a sponsorship outline emailed to me, research the product, read my past emails to learn my voice, then write the ad read and sent it back 3. Negotiated another newsletter sponsorship deal for $12,000 completely on its own 4. Built a product doc for a new game I’m building then spun up cursor cloud agents to build the first slice of the game 5. Downloaded a W9 and filled out my information for me (other than my social security) so I can send it to a company 6. Generated a Stripe invoice link for another deal I’m doing 7. Created a brand new onboarding flow for my community and posted it 8. Researched the senders of several more business inquiries in my inbox 9. Set my fantasy football lineup for the weekend (Saquon about to have a bounce back year) 10. Updated my personal social analytics dashboard 11. Downloaded and loaded a new local model onto my DGX Spark then installed a Hermes agent on it and started using it as a subagent Literally EVERYTHING you need to do on your computer today, don’t do it. Ask your Grok Bot to do it instead Guarantee you get way more done in way less time
▸ 折叠2条(转推/噪音)
转推2026-09-09 RT @AlexFinn: Everything you need to master in 2026 to get rich: • Using Astra 6 high for planning, low for execution • Grok Bot to manage…
转推2026-09-08 RT @AlexFinn: ChatGPT 6 Astra is AGI, but only if you use it the right way I've used Astra for dozens of hours now. To get the most out of…
Arvid Kahl@arvidkahlindie209.5K粉 · 7条把SaaS护城河归结为高保真数据,并继续评论AI科学成果与开发者舆论。
@arvidkahl2026-09-09♥54👁4.0K↗ 打开X
Apple is truly visionary. https://t.co/dTQeeDK9oI
@arvidkahl2026-09-09♥19👁3.8K↗ 打开X
I am now at the point in my life where I find great joy when two of my hobbies intersect in unexpected ways. This time, Dutch oven cookware and Star Trek. 🥰🖖 https://t.co/uxFJiuXqej
@arvidkahl2026-09-09♥26👁6.5K↗ 打开X
Data (and its fidelity: accuracy, completeness, reliability, and correctness) is the only moat we have now.
引用@oldstackjournalI reckon the moat for a lot of SaaS is going to move away from the UI. If my AI can operate your product directly, then your real value becomes the data, permissions, workflow rules and reliability underneath it. ↗
把数据准确、完整、可靠和正确性视为剩余护城河。
@arvidkahl2026-09-08♥20👁6.6K↗ 打开X
I would never have guessed that in 2026, we’d be arguing about if a human or a group of other humans running an AI based on the first human’s work solved previously unsolved mathematical challenges. How delightfully bizarre.
引用@ns123abc>sam altman: "we tried this because there were rumor on the internet" >rumor: math professor close to solving navier-stokes >the professor: using codex for a year >openai: has all his logs >checked every codex session tagged to N-S >found the most promising … ↗
@arvidkahl2026-09-08♥110👁6.8K↗ 打开X
I am so close to creating a blocklist database of marketers who invite people into their webinars without asking. Spamming people's calendars should have repercussions.
@arvidkahl2026-09-08♥698👁46.1K↗ 打开X
Whenever I see this in YouTube videos, I cringe a little. Mostly because the editing tools these creators use DEFINITELY employ AI processing and were likely developed using agentic systems... But also because this is such reductive virtue signaling we'll laugh at in 10 years. https://t.co/1E2PKE94yr
@arvidkahl2026-09-08♥27👁6.6K↗ 打开X
I see so many hot takes on the Theo video where it's obvious the person didn't watch it but felt it was appropriate to grandstand a contrarian argument to get clout with the dev crowd (while actually agreeing with what Theo says). Losing a lot of respect for people right now.
▸ 折叠2条(转推/噪音)
转推2026-09-09 RT @adamwathan: Big one today — Tailwind is joining Shopify 🛍️ https://t.co/YxnYEOsXKc
转推2026-09-09 RT @tunguz: It tells you a lot about the state of acceleration when this announcement is only the second most impressive scientific breakth…
Adam Lyttle@adamlyttleappsindie58.4K粉 · 9条质疑iPhone Duo的价格与采用循环,并主张先用Web测试创意、赢家再进App Store。
@adamlyttleapps2026-09-10♥13👁2.3K↗ 打开X
I'm not saying it's bad. It's just a price that seems really hard to justify
引用@adamlyttleappsI think iPhone Duo just made the Vision Pro mistake… A novel device with no clear use case that's too expensive for the average person No adoption = less developers building on it No developers = no "killer app" or clear use case It's a shame because … ↗
@adamlyttleapps2026-09-10♥2👁1.4K↗ 打开X
Something tells me there's iPhone news today 🤔 https://t.co/XuuYSWslsR
引用@adamlyttleappsI think iPhone Duo just made the Vision Pro mistake… A novel device with no clear use case that's too expensive for the average person No adoption = less developers building on it No developers = no "killer app" or clear use case It's a shame because … ↗
@adamlyttleapps2026-09-10♥328👁50.8K↗ 打开X
I think iPhone Duo just made the Vision Pro mistake… A novel device with no clear use case that's too expensive for the average person No adoption = less developers building on it No developers = no "killer app" or clear use case It's a shame because Apple makes beautiful tech that looks like magic These things deserve to be in more hands. But that price is just too hard to justify without a clear reason why
用Vision Pro类比Duo的价格—采用—开发者循环。
@adamlyttleapps2026-09-09♥198👁17.9K↗ 打开X
Astro is a world maker 🤯 Blender + MiniMax H3 + threejs https://t.co/XIfBNDLMS7
引用@adamlyttleappsYou’re a food delivery driver in an open world Collect the food orders Drop them off at customers homes Unlock drones to make your route easier Built with Blender + Astro https://t.co/DQHtQzsNc9 ↗
@adamlyttleapps2026-09-09♥97👁10.0K↗ 打开X
For me the signal is clear that trialling new ideas on App Store is not smart business decision Takes too long for approval Too many apps make your account spammy now So I’m shifting to web as the testing ground first. Winners will be made into apps and monetized
引用@Gaus450Why is everyone building web apps instead of iOS apps? ↗
先Web验证、再把赢家做成App的试错顺序。
@adamlyttleapps2026-09-08♥160👁19.8K↗ 打开X
You’re a food delivery driver in an open world Collect the food orders Drop them off at customers homes Unlock drones to make your route easier Built with Blender + Astro https://t.co/DQHtQzsNc9
引用@adamlyttleappsSecond pass with Astra For my cartoon open world uber delivery game https://t.co/FaNyRp0zVp ↗
@adamlyttleapps2026-09-08♥7👁2.6K↗ 打开X
We have a winner! I’m contacting the winner now The fun part of this whole experiment was to watch people try to programmatically speedrun the game There was only 1 rule: don’t cheat One guy nearly fooled every single check except when it came to scanning all items in the store He managed to scan everything in the store within a millisecond Oops Another guy accidentally triggered a red herring flag. Not possible to trigger in the game but if you got Claude to run over the code it would be triggered Oops And other guy spent the last week reverse engineering my site endlessly. I would login each morning and watch him do his thing.
引用@adamlyttleappsOnly a 5 hours left in the challenge for $1000 Time to beat is 5:38 https://t.co/repaNcQqqO ↗
@adamlyttleapps2026-09-08♥122👁35.1K↗ 打开X
Don’t release anything new tomorrow if you want eyeballs Timeline is going to be this thing
引用@techdroiderApple’s first Folding iPhone launches tomorrow. https://t.co/YQEsgoHDdj ↗
@adamlyttleapps2026-09-08♥43👁5.5K↗ 打开X
I think this is fundamentally the wrong question When I was in high school. Before the dot com bubble burst. My teacher told me: “You kids are going to be doing jobs that haven’t even been invented yet” And he was right. Social media managers. App developers. Influencers. None of those jobs were jobs back then The point he went on to make: Develop your interests, your thinking process and yourself That’s the “moat”. You. I’ve been thinking about this a lot lately and it’s truer now than back then As long as you have a good head on your shoulders, you’re determined and you’re prepared to give things a go. Nothing can stop you
引用@SergiuszBuilds@adamlyttleapps Hey Adam, what do you think the future of game development looks like when anyone can create the gameplay, AAA graphics? I honestly don’t see where the moat is anymore. Multiplayer and story? ↗
Marc Lou@marclouindie393.0K粉 · 10条全程推进HYROX身体广告竞价,连续公开流量、成交额、广告位价格和赞助方反馈。
@marclou2026-09-10♥118👁23.4K↗ 打开X
This guy just spent $15,000 to outbid Higgsfield on my 🍑 I don't know what to think anymore 🥹
引用@Buildingitmywayjust spent 100% of https://t.co/4GciB6YJLy last month profit on Marc's ass https://t.co/AYUdsIQ51P ↗
@marclou2026-09-10♥115👁25.3K↗ 打开X
Internet is fighting back! @OrcaRouter just got my left calf. My lower body is now 75% non-Higgsfiled startups https://t.co/6fzwGrLVdE
引用@marclouhttps://t.co/U5ahUBM08z spent $80,000 to outbid ALL sponsors of my HYROX race. It happened 8 hours ago. 2 sponsors fought back and outbid Higgsfield: - https://t.co/pLgrGEC7Ag by @notgokgreen (right calves — $4k) - https://t.co/myeIzGZvX0 (left quad — … ↗
@marclou2026-09-10♥198👁10.4K↗ 打开X
Training like I’m getting paid for it https://t.co/HEMHgr96qc
@marclou2026-09-10♥1👁567↗ 打开X
https://t.co/U5ahUBM08z spent $80,000 to outbid ALL sponsors of my HYROX race. It happened 8 hours ago. 2 sponsors fought back and outbid Higgsfield: - https://t.co/pLgrGEC7Ag by @notgokgreen (right calves — $4k) - https://t.co/myeIzGZvX0 (left quad — $8k) Auction ends in 19 hours → https://t.co/49RnsFBVzP
品牌用8万美元扫位后引发反向竞价,冲突本身成为传播。
@marclou2026-09-09♥29👁4.0K↗ 打开X
I'm selling my butt 🍑 Bidding starts at $10,000. Then +$5,000 per takeover. It's a premium spot ☺️ so it's more expensive than the tattoos. → https://t.co/sUDoG1udrJ Auction ends in 32 hours. https://t.co/w9uNyprd4G
@marclou2026-09-09♥236👁53.2K↗ 打开X
23 hours later... - 1.5M views - 35K unique visitors - $29K in revenue ($63K gross) Most viewed muscle groups: 1. Chest: 37,298 views 2. Forearms: 15,704 views 3. Back: 14,183 views 4. Shoulders: 13,386 views 5. Biceps: 12,264 views I understand why the chest gets more views. But forearms #2? Plz explain. Some people reached out saying the spots are getting too expensive, so I opened 2 new muscle groups: Quads & Calves. https://t.co/49RnsFBVzP The auction stops in 34 hours, so I can print the tattoos. I wanted to thank my sponsors for making my first HYROX race impossible to forget: - Left chest: https://t.co/4rnBKVUSJY by @compai - Right chest: https://t.co/frRmMHMY6K by @tellenne_ - Left shoulder: https://t.co/iXTKHKlgPM by @hboon - Right shoulder: https://t.co/yKbtXgC12b by @wickedguro - Left bicep: https://t.co/frRmMHMY6K by @tellenne_ ...
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
身体广告上线23小时后的自报漏斗与收入数据。
@marclou2026-09-09♥89👁32.0K↗ 打开X
Lewis woke up and bought the most expensive slot for https://t.co/tjcVTfdzGw. He didn't have to spend $8,000. I just opened spots on my quads and calves, starting at $1,000. Lewis chose my right chest to outbid @romanbuildsaas It's not business, it's just personal.
引用@lewiscarhartThe Comp AI marketing team is going to kill me (again) Looking forward to the race @marclou 👿👿 https://t.co/GDZVrQtNxI ↗
@marclou2026-09-09♥118👁47.0K↗ 打开X
So it happened! After the crazy launch of https://t.co/zPcQY7WPrU, people built different verticals, and @byartorius just exited 👏 His website https://t.co/2hm2AqtNBR was doing $1.3K/mo before he sold it. We went full circle in 3 weeks. It's crazy how AI accelerated everything.
引用@ByArtoriusThanks to @trust_mrr from @marclou I was able to sell my startup Worldmap!!! https://t.co/Hv7LyNTKFb is a place where people can put their startup on the map. Literally! So it's a fun way to list yourself. We got Top 5 on ProductHunt and were able to get … ↗
目录衍生垂直站约三周做到1300美元月收入后售出。
@marclou2026-09-09♥85👁21.6K↗ 打开X
Good luck explaining to @ycombinator why your company is growing
引用@romanbuildsaasYesterday, I sponsored @marclou for his upcoming HYROX race with @gojiberryai. For those who haven’t heard about it, Marc Lou is letting brands bid to place stickers on his outfit during the race. Brands get exposure. Marc gets paid. Everyone wins. Here’s … ↗
赞助方公开1000多访客、16试用和接近回本的测算。
@marclou2026-09-09♥262👁24.6K↗ 打开X
There's something magical about holding your own book https://t.co/QxpYcOjttR
引用@marclouI just wrote my first book 📚 I talk about failing for 7 years, depression, and negative thoughts. It's not really sexy, but I want to share the things that don't go viral on social media. It's free. Please let me know if you enjoy it, that means a lot to me … ↗
▸ 折叠5条(转推/噪音)
转推2026-09-10 RT @marclou: I'm selling my butt 🍑 Bidding starts at $10,000. Then +$5,000 per takeover. It's a premium spot ☺️ so it's more expensive th…
转推2026-09-09 RT @marclou: 23 hours later... - 1.5M views - 35K unique visitors - $29K in revenue ($63K gross) Most viewed muscle groups: 1. Chest: 37…
转推2026-09-09 RT @marclou: There's something magical about holding your own book https://t.co/QxpYcOjttR
转推2026-09-09 RT @marclou: New theme for Gen Z who haven't watched Legacy 👹 https://t.co/CugghthHEG
转推2026-09-09 RT @romanbuildsaas: Yesterday, I sponsored @marclou for his upcoming HYROX race with @gojiberryai. For those who haven’t heard about it, M…
Brett@BrettFromDJindie170.3K粉 · 3条关注token聚合商返现经济、Images 2.5效果和免费设计工具的产品化。
@BrettFromDJ2026-09-09♥34👁17.4K↗ 打开X
I never thought AI economics would get this weird this fast. > Step 1: AI is expensive. > Step 2: AI gets cheaper. > Step 3: Middlemen compete on who takes the smallest cut. > Step 4: Middlemen pay YOU to use them. We're on step 4. Cashback on tokens, like a credit card for your AI bill. Everybody's fighting over the models. The real fight is over who owns the account the models get paid through. If you run a business on AI, your bill is now a bargaining chip. Use it.
引用@Mutchtaba2STOP PAYING FOR TOKENS ! START GETTING PAID INSTEAD Introducing Straitly, the first AI service that PAYS YOU for using tokens Unlike > Openrouter charges 5.5% service fee > Vercel charges 2.9% payment fee > Anthropic gives you low rate limits > OpenAI only … ↗
@BrettFromDJ2026-09-09♥214👁34.0K↗ 打开X
Okay so I have to say it. ChatGPT Image 2.5 is hands down the best image gen model so far. I’ve been playing around with it on Higgsfield. It’s so freaking good guys. https://t.co/I3faEnqkdE
引用@higgsfieldGPT-Image 2.5 Sunburst & Flare are live on Higgsfield 🧩 OpenAI's SOTA image model, now with flawless text rendering, advanced context understanding and shaper product detailing. Now live on Higgsfield. https://t.co/ePnY35AqfR ↗
@BrettFromDJ2026-09-08♥117👁5.2K↗ 打开X
I built Playgrnd to make my design agency more efficient. Then I decided to make it publicly available for free. It now includes 43 mini tools, each of which can generate millions of unique results in one click. This has quickly become my favorite branding tool. https://t.co/bNHpBqShAC
▸ 折叠1条(转推/噪音)
转推2026-09-09 RT @gpumaxxer: I’m spending my entire annual salary at Higgsfield on a billboard built like a Greek god. Every ad slot on @marclou’s body…
Tony Dinh@tdinh_meindie201.4K粉 · 4条聊X原创奖励、内容水印与图像模型对比,也分享墨尔本适合带电脑工作的空间。
@tdinh_me2026-09-10♥74👁15.3K↗ 打开X
No Face ID on the iPhone Duo is such a turnoff 😩
@tdinh_me2026-09-09♥210👁12.3K↗ 打开X
Melbourne is so cool. There are many open laptop-friendly space that also have food and coffee with a GREAT VIEW around the city. For example, this is a space from the Melbourne Central mall. Many people with laptops are working here. A new thing I learned is that if you want to find laptop-friendly cafes, look into the ground level of big office buildings. They often have open space and you can sit there all day with outlets, wifi, coffee and sometimes even a food court. I wish this is more popular in Europe, or even cities like Sydney.
@tdinh_me2026-09-09♥47👁15.8K↗ 打开X
This is a crazy level of detail. Full prompt: https://t.co/Ay9nzzQ7cf
引用@TypingMindAppFable 5.1 this time 👀🌾 GPT-6 Astra vs Claude Fable 5.1 (both on Max thinking) https://t.co/INFEhbPGQK ↗
@tdinh_me2026-09-09♥45👁6.2K↗ 打开X
I've never made a lot of money from the X Creator program, but I applied anyway 😄 I think the payout will increase as X wipes out the ineligible accounts that repost content. The next step for X would be to find a way to still let people repost content, but with some kind of "content watermark" system that funnels earnings back to the original creators, like YouTube does.
X原创奖励申请后的水印与转载收益回流设想。
Tibo@tibo_makerindie207.0K粉 · 5条拆解Reddit在ChatGPT引用占比暴跌的统计口径,并提醒不要用单一追踪器重写分发策略。
@tibo_maker2026-09-09♥52👁7.9K↗ 打开X
everyone calling Reddit dead because ChatGPT stopped citing it is wrong Promptwatch said Reddit's share of ChatGPT citations went from 3.83% to 0.52% when in April it was the most cited domain in ChatGPT the panic is fair if you built your AI visibility plan on Reddit, you'd be worried about it going to waste but almost nobody opened the other dataset Ahrefs looked at 145M US Google results when the "discussions and forums" block shows up, Reddit is still in it about 84% of the time Reddit lost one channel (maybe, it's not definite yet), but it's still showing up in the other one your buyer uses before they've decided anything and nobody has a comparable baseline for the ChatGPT number either: - Promptwatch had Reddit at 3.83% of citations before the drop - Ahrefs, same platform, around the same time, had it at 16.7% - Semrush once put it near 60% yet everyone quoted an 86% collapse off a number the industry measures four different ways and nobody outside OpenAI can actually explain either one. we all rebuilt our strategy around a number one tracker caught Reddit is miserable to market on it takes months of being useful before anyone lets you mention what you built so continue doing that
Reddit引用下滑的不同追踪器基线互相冲突,不能只看降幅标题。
@tibo_maker2026-09-09♥143👁17.1K↗ 打开X
away for 3 days to check how's the chalet building is going 🏔️ since I got my pilot licence 2 months ago, I thought about doing it by plane wife: "are you f***ing crazy!!????" ok let's dismiss that 😅 and tbh, it's quite comfy on the Tesla the hardest is not seeing the kids for a few days, miss them already 😢
@tibo_maker2026-09-08♥44👁7.1K↗ 打开X
just hilarious to see them both in my timeline https://t.co/SjhS55E8zs
@tibo_maker2026-09-08♥65👁9.0K↗ 打开X
probably the best takeaway I am stuck, staring at my screen, trying to comprehend the implication of those https://t.co/5P7uJCjYfI
@tibo_maker2026-09-08♥46👁10.9K↗ 打开X
getting more and more like this Squad seems to be very appealing for businesses that already have tractions will double down on this https://t.co/pUEb1Nk8Vl
Simon Høiberg@SimonHoibergindie162.5K粉 · 8条讨论799美元软件包、一次性付费、自托管替代和高强度Agent订阅成本。
@SimonHoiberg2026-09-10♥10👁575↗ 打开X
The awesome part of selling a $799 software bundle is that you don't need many sales before it starts getting fun. I'm doing just a couple of sales/day. And that's $40K-$60K/month. Then 2-3 times/year I do promotions which makes the revenue spike in those periods. Convincing people to buy your stuff is hard. The value need to be crystal clear. But once you've convinced them, having them pay $799 instead of $120 is surprisingly little harder - at least for the right kind of buyer. Generally, it's easier to convince 2 people to buy for $799 than 6 people to buy for $120.
引用@SimonHoiberg"How can you sustain a lifetime deal" - It's a question I get over and over. Here's how 👇 (FounderStack vs. AppSumo). Our price is 15-20x higher than the average product on AppSumo - that's mostly it. If you see software with ongoing costs offered at $39 … ↗
799美元软件包的定价样本:高价值买家对客单价未必像想象中敏感。
@SimonHoiberg2026-09-10♥108👁9.1K↗ 打开X
You don't really need DaVinci MCP. Just let GPT 6 Astra run scripts and commands directly and combine it with computer use when DaVinci's API falls short. The MCP actually gets annoying and a bit limiting/in the way. Otherwise, I agree. This is how my videos are produced now too.
引用@ForwardEditorGPT-6 Astra in DaVinci via MCP. https://t.co/tdNCM8Nc9w ↗
@SimonHoiberg2026-09-10♥24👁5.0K↗ 打开X
"f around and find out" haha 😂 brutal move!
引用@gpumaxxerI’m spending my entire annual salary at Higgsfield on a billboard built like a Greek god. Every ad slot on @marclou’s body is now Higgsfield. For HYROX. Whoever wants to sell ad slots on their bodies, hit me up. @sydney_sweeney @KingJames 👀 fyi, my GPT-6 … ↗
@SimonHoiberg2026-09-09♥12👁3.4K↗ 打开X
Now showing in top-3 under "Omarchy" 😎 Been quite a while since I've appeared high in YouTube search for my videos. https://t.co/EADyX0ZfFP
引用@SimonHoibergOmarchy just completely changed how I'm building my AI-Native companies. Let me show you the full breakdown here 👇 https://t.co/yr0XQDGQAS ↗
@SimonHoiberg2026-09-09♥37👁6.0K↗ 打开X
I love this 👏 Here's a few I want to add: - Buffer/Hootsuite -> FeedHive - Intercom/Zendesk -> Aidbase - Bitly/Shortly -> LinkDrip - Sift/ClearSale -> SignupGate Instead of vibe coding your own, get these replacements for a one-time purchase. Save +$1000/m easily. See here: https://t.co/sGIT7kWVMm
引用@levelsio✨ I replaced all these SaaS with my own vibe coded now, so about $25,000/mo savings: - Weather API -> My own vibe coded weather service using Norway's meteorology API - Image resizing API -> My own vibe coded image resizing API with NodeJS's Sharp + Redis … ↗
@SimonHoiberg2026-09-09♥26👁2.1K↗ 打开X
Every time I recommend self-hosted tools, people ask where they should rent the hardware. For learning, testing, or running small, lightweight services - I recommend a small VPS. The annoying part is that the price changes a lot by region. Storage, IPv4, bandwidth, taxes, and annual commitments can make the headline number pretty useless. I went through the current starter plans and picked nine options with at least 2GB RAM, storage, and public IPv4. Europe: • Netcup - €5.72/month + setup • OVHcloud - $5.35/month • Hetzner - €11.99/month US: • RamNode - $5/month • AtlanticNet - $8/month • DigitalOcean - $12/month Asia: • BinaryLane Singapore - A$9.80/720 hours • Vultr Tokyo - $10/month • Linode Mumbai - $12/month Before buying or renting hardware, I'd start here 👇
@SimonHoiberg2026-09-09♥5👁950↗ 打开X
@thsottiaux - would love if you can make this happen. Happily paying $2000/m at this point to avoid rotating a bunch of subscriptions.
引用@SimonHoiberg@michael_kove Totally agreed! Or just a $2000/m plan with 200x (instead of 20x) so we don't have to manage 10 individual subscriptions. ↗
@SimonHoiberg2026-09-09♥34👁4.7K↗ 打开X
I'm spending 1x weekly limit per day with Astra. So I guess I'm gonna get myself 7x accounts (probably 8 to have a buffer). In all fairness, $1400-$1600/m is still less than half of what I used to pay one full-time Upworker doing just one specific thing in my company. My agentic OS is like a full team working 24/7. Still worth it. Not even close.
引用@SimonHoibergAstra is too good. So I'm adding a 5th (and probably soon a 6th) Codex subscription now. But let's face it... We can't just keep stacking subs forever. It's not gonna get cheaper. The rug pull is coming. Start looking into local intelligence now. ↗
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @SimonHoiberg: I love this 👏 Here's a few I want to add: - Buffer/Hootsuite -> FeedHive - Intercom/Zendesk -> Aidbase - Bitly/Shortly -…
转推2026-09-08 RT @SimonHoiberg: The single best use of AI right now is building your own internal tooling and custom harnesses. What you need: - Omarchy…
Jonathan Wilke@jonathan_wilkeindie28.4K粉 · 7条关注iPhone 18配色、Tailwind交易、CDN成本和语音驱动开发工具。
@jonathan_wilke2026-09-10♥18👁1.5K↗ 打开X
I just realized that I’m literally wearing those two colors today 🤦🏼‍♂️ https://t.co/AH4bPkU78u
引用@jonathan_wilkeFriends I need your opinion. I can’t decide which color I should get on the iPhone 18 pro. Glacier or Burgundy? ↗
@jonathan_wilke2026-09-10♥13👁3.0K↗ 打开X
Friends I need your opinion. I can’t decide which color I should get on the iPhone 18 pro. Glacier or Burgundy?
@jonathan_wilke2026-09-09♥26👁7.9K↗ 打开X
Very nice feature! Turning this on on https://t.co/ZElVA2hguv saved me a lot of money!
引用@rauchgYou can now go viral on 𝕏 without the stress of runaway CDN bills. Crucially, without sacrificing our S-tier network performance. AI is making devs and startups take off crazy fast. Flat Rate CDN brings you both scale and peace of mind. ↗
@jonathan_wilke2026-09-09♥61👁4.5K↗ 打开X
Now this comes unexpectedly 😯 Congrats to @adamwathan and the team. You deserve it and thanks for changing web development forever! 🫶🏼
引用@adamwathanBig one today — Tailwind is joining Shopify 🛍️ https://t.co/YxnYEOsXKc ↗
把交易视为Tailwind团队长期影响力得到认可。
@jonathan_wilke2026-09-08♥25👁5.6K↗ 打开X
https://t.co/97kXWIBIpu will also utilize voice input as a central control interface 🎙️
@jonathan_wilke2026-09-08♥50👁8.3K↗ 打开X
Finally got to work a bit on https://t.co/97kXWIBIpu today (I’m on vacation 🇦🇹) and I’m so excited about where this is heading 🔥 If this turns out well, I’m probably not going to use Cursor anymore. At least not directly.
@jonathan_wilke2026-09-08♥107👁16.3K↗ 打开X
Now let's see what happens when the real 🐐 ships his https://t.co/ZElVA2hguv inspired site 🔥 LFG @marclou ! 🏃🏼
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
Josh Pigford@Shpigfordindie74.2K粉 · 15条写“前沿乐观主义”、反对营销夸大,也关注Tailwind交易和Anthropic公关。
@Shpigford2026-09-10♥81👁12.9K↗ 打开X
☠️ this got me
引用@cfryantYeah I don't know if I buy this, Apple. https://t.co/ScUSXiA4Ya ↗
@Shpigford2026-09-09♥4👁1.7K↗ 打开X
particularly happy with our randomized project names in @NurbHQ https://t.co/9yYUzpO5Lf
@Shpigford2026-09-09♥17👁2.1K↗ 打开X
have been trying to codify how i feel about technology, especially as i have more and more conversations with my kids about ai and the role of tech in their lives as teens/young adults. they've just got entirely different perspectives/lived experiences and i've had trouble putting my finger on what to call those differences or the lens i view technology through. initially my thought was "well, i'm a techno-optimist" but i don't know that i am. i don't really have an ideological view of technology in the "right and wrong" sense. i'm just excited about technology. i see possibility. i see opportunity. can technology be misused? obviously. just like all tools. but i don't believe they're inherently evil and i believe they are an incredible force for good when used appropriately. so. what's that called? in my head it's a lot like early radio. a real frontier. wide open spectrum, anybody with a rig could broadcast, nobody owned it. you could put a voice into someone's living room from a hundred miles away and nobody had to give you permission. risk? sure. bad actors? plenty. unknowns? yup. but you could talk to strangers through the air. absolute magic. and then it got licensed. networks bought the spectrum, and radio went from something you did to something you received. it's just what happens. every open frontier eventually gets fenced. which is, i think, the actual gap between me and my kids. i got the internet while it was still spectrum. they got it after the networks moved in. i'm not more optimistic than they are. i just showed up earlier. so what am i? i'm a frontier optimist. i thrive in the wide open spectrum.
@Shpigford2026-09-09♥4👁748↗ 打开X
about to simplify pricing on https://t.co/rHttZyJqV0 running a store is a constant whack-a-mole battle against bad actors stealing your brand, your photos, your name and everything in between. knockoff fights that battle for you so you can keep growing your empire. the end. https://t.co/kftu1lafIi
@Shpigford2026-09-09♥25👁2.3K↗ 打开X
i love it so much when internet pals get to announce acquisitions. it's such a giant rush. you're just floating for hours on end.
@Shpigford2026-09-09♥43👁2.0K↗ 打开X
not to go grandpa mode here, but something i notice w/ a LOT of younger generations of entrepreneurs is total comfort in saying literally anything in the name of marketing. no qualms about making baseless, impossible claims and guarantees. this WILL come back to bite you.
提醒年轻创业者不要为营销随意做无法兑现的保证。
@Shpigford2026-09-09♥15👁3.9K↗ 打开X
anyone know how to actually get this new godforsaken @1Password widget to stop showing up? https://t.co/pzpTgKxF7a
@Shpigford2026-09-09♥9👁2.0K↗ 打开X
Unlocked my phone to see this. WHAT WAS I GOING TO SAY!?!?!??!??? https://t.co/mAA7tolIcZ
@Shpigford2026-09-09♥15👁2.4K↗ 打开X
🎉🎉🎉
引用@adamwathanBig one today — Tailwind is joining Shopify 🛍️ https://t.co/YxnYEOsXKc ↗
Tailwind加入Shopify后的开发者圈即时祝贺。
@Shpigford2026-09-09♥10👁2.2K↗ 打开X
least palatable human traits: pessimism and cynicism
@Shpigford2026-09-09♥3👁1.5K↗ 打开X
The algorithm has decided I want to see ads for commercial warehouse space. I need a warehouse. Right? RIGHT!?!?
@Shpigford2026-09-09♥2👁1.3K↗ 打开X
when i become a billionaire, i will buy a small abandoned town and make every single intersection rhyme.
引用@rtwlzI was riding my bike on Geary when I passed Cleary. So I checked, and that's one of 5,482 rhyming intersections in America: https://t.co/bX6TvNNy29 https://t.co/keW9eHZdqb ↗
@Shpigford2026-09-09♥42👁4.3K↗ 打开X
I'll say this again: Anthropic is the worst company in all of history at PR.
引用@EvanHubJacob is correct here—we really do earnestly believe AI could kill all humans! I personally think it is >10% within the next decade. I believe Anthropic is trying its best, but we do not yet have a plan to solve alignment for superintelligence and are not … ↗
@Shpigford2026-09-09♥6👁1.2K↗ 打开X
If you've been hesitant to sign up for an Initial Commit Club membership, you can now get fully refunded so that you're account is free! For each person you refer, you get 1/3 of the cost of your account refunded to you. 🎉 https://t.co/retNqhtJ21 https://t.co/Aupds9CQ04
@Shpigford2026-09-09♥7👁1.9K↗ 打开X
😅 after being given an abysmal set of tweets to choose from in my application, I’m in! https://t.co/hMBNZyzqb2
Dan Kulkov@DanKulkovindie49.8K粉 · 9条密集更新ActivationPal的试用、留存和商店关键词能力,也展示MCP生成站点。
@DanKulkov2026-09-10♥8👁605↗ 打开X
busy day at ActivationPal 📊 > Superwall > Native android > Flutter > React Native customers besides Kan Dulkov: 0 https://t.co/A6aRl0MPr6
@DanKulkov2026-09-10♥21👁1.2K↗ 打开X
time to increase price? https://t.co/a4ZTAOrxd5
@DanKulkov2026-09-10♥4👁890↗ 打开X
babe wake up it's 2036 you need to use grok mega pickle 12.1 for 90 minutes to pay for your chipotle dinner last installment the future is bright https://t.co/488nMwseXu
引用@Mutchtaba2STOP PAYING FOR TOKENS ! START GETTING PAID INSTEAD Introducing Straitly, the first AI service that PAYS YOU for using tokens Unlike > Openrouter charges 5.5% service fee > Vercel charges 2.9% payment fee > Anthropic gives you low rate limits > OpenAI only … ↗
@DanKulkov2026-09-09♥1👁669↗ 打开X
goal: showcase website & MCP result: https://t.co/1ntWMoUPjM
@DanKulkov2026-09-09♥16👁2.6K↗ 打开X
you can check keywords in all stores now FOR FREE https://t.co/5gHuCI90uN https://t.co/2gCHFqI8Oa
引用@ICuvula@DanKulkov Can you add more countries in the keyword finder 🥹 ↗
@DanKulkov2026-09-09♥2👁852↗ 打开X
new in activationpal > last 14 days / custom range > trial churn in key metrics > faster loading lol > trial insights per app > expand charts > click on any data, to see users journey (forgot to record) next big feature — retention insights https://t.co/V8mAg1G7d8
ActivationPal增加试用流失、用户旅程和区间分析,持续从自用场景长产品。
@DanKulkov2026-09-09♥6👁497↗ 打开X
Robots getting tested inside a browser tab still sounds made up → no rig booked → no lab time → no shipping a robot across a country Antioch from @antiochrobotics runs the whole physical AI loop from a tab, then hands back hours instead of entire weeks
引用@crestaWe’re welcoming Super Bowl champion, Bay Area legend, and media icon @MoneyLynch to Team Cresta. He earned the name Beast Mode by being unstoppable. Now your customer experience can be too. Call the right play. Solve the problem. Never fumble. Put your … ↗
@DanKulkov2026-09-09♥16👁1.4K↗ 打开X
https://t.co/zPHYwtMA85 is growing product & revenue analytics for ios apps 📱 free plan available using it myself to grow my apps to $10K/mo https://t.co/kQQsmzS8xL
@DanKulkov2026-09-08♥75👁10.4K↗ 打开X
so fucking done with claude https://t.co/nz6pQWEvWC
▸ 折叠5条(转推/噪音)
转推2026-09-10 RT @DanKulkov: goal: showcase website & MCP result: https://t.co/1ntWMoUPjM
转推2026-09-09 RT @DanKulkov: new in activationpal > last 14 days / custom range > trial churn in key metrics > faster loading lol > trial insights per a…
转推2026-09-09 RT @DanKulkov: https://t.co/zPHYwtMA85 is growing product & revenue analytics for ios apps 📱 free plan available using it myself to grow…
转推2026-09-08 RT @lionarys7: @DanKulkov it's working! https://t.co/8y9WoL450N
转推2026-09-08 RT @DanKulkov: so fucking done with claude https://t.co/nz6pQWEvWC
Marc Köhlbrugge@marckohlbruggeindie87.9K粉 · 11条集中脑暴iPhone Duo应用与真实影像凭据,同时关注Tailwind交易和Stripe公开付款页。
@marckohlbrugge2026-09-09♥69👁14.4K↗ 打开X
bold statement for someone who still hasn't shipped an iOS app for https://t.co/jowy2dvJb6
引用@levelsioWhen I see people build a "software factory" https://t.co/AkbprwJ9KO ↗
@marckohlbrugge2026-09-09♥12👁3.2K↗ 打开X
Wow X now showing quotes inside quotes?
引用@marckohlbruggeI feel like the “Apple Reference Image” feature is a sleeper Imagine an Instagram clone where only verified unedited images can be posted. Same for dating apps, etc This will bring back trust to social media in a time where generative AI has eroded it to a … ↗
@marckohlbrugge2026-09-09♥59👁9.9K↗ 打开X
I feel like the “Apple Reference Image” feature is a sleeper Imagine an Instagram clone where only verified unedited images can be posted. Same for dating apps, etc This will bring back trust to social media in a time where generative AI has eroded it to a large extent Also opening up a market for completely new ideas we haven’t even conceived yet
引用@marckohlbruggeApple announced this just now 🔥 It's called "Apple Reference Image" and comes with iOS 28 ↗
真实影像凭据可能成为生成内容时代的新产品原语。
@marckohlbrugge2026-09-09♥34👁7.9K↗ 打开X
what are some app ideas that are enabled by the iphone duo? (bigger screen, folding, screens on both sides)
公开征集iPhone Duo原生应用点子,开发者机会窗口已经开始。
@marckohlbrugge2026-09-09♥29👁3.7K↗ 打开X
iphone duo app idea: game where you need to fold and unfold it as often as possible in 10 seconds compete with friends who can fold their phone the most?
@marckohlbrugge2026-09-09♥45👁14.1K↗ 打开X
Apple announced this just now 🔥 It's called "Apple Reference Image" and comes with iOS 28
引用@marckohlbruggeIs there camera technology that can somehow include an authenticity token in photos/videos to prove photos are genuine and untampered? ↗
@marckohlbrugge2026-09-09♥68👁8.4K↗ 打开X
Cursor is such a better name though 🤷‍♂️
引用@GergelyOroszSince SpaceX acquisition of Cursor: Cursor Community --> renamed to SpaceX AI Community Cursor Ambassadors --> renamed to Grok Bot Ambassadors Café Cursor --> Cancelled Very clear that SpaceX is retiring the Cursor brand, pushing everything to be … ↗
@marckohlbrugge2026-09-09♥4👁2.6K↗ 打开X
https://t.co/Pm1ru6PNHL now 3x faster with gpt-images-2.5 ⚡️
@marckohlbrugge2026-09-08♥10👁3.1K↗ 打开X
great. more ai slop
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@marckohlbrugge2026-09-08♥13👁4.2K↗ 打开X
oh wow this link works too: https://t.co/y250Gjk1Hi
引用@marckohlbruggeTIL, you can have a public Stripe profile with "Pay" button Here's mine: https://t.co/xAUwFH9yfG You can set it up here: https://t.co/1NkNBONHFD https://t.co/sO2ugMN54r ↗
@marckohlbrugge2026-09-08♥60👁25.7K↗ 打开X
TIL, you can have a public Stripe profile with "Pay" button Here's mine: https://t.co/xAUwFH9yfG You can set it up here: https://t.co/1NkNBONHFD https://t.co/sO2ugMN54r
▸ 折叠3条(转推/噪音)
转推2026-09-09 RT @levelsio: I really liked @marckohlbrugge's e-ink screen by @itopinion So I asked Claude Code to make a CSS UI Kit I can use for my si…
转推2026-09-09 RT @buildinpublic: today we're launching DEALS 🎁✨ 630 deals on tools you will actually use worth over $3.3 million combined → Price: FREE…
转推2026-09-08 RT @paolino: RubyLLM 2.0rc1 is out! 🚀 https://t.co/y2CmWgjhHY https://t.co/e05raP6urC
Danny Postma@dannypostmaindie182.8K粉 · 6条展示游戏迭代、果蝇大脑NPC实验,并提出让Agent每周自动修Sentry问题和开PR。
@dannypostma2026-09-10♥7👁2.5K↗ 打开X
its my lucky day
引用@dannypostmagenuinely triggered to buy a foldable phone just for the larger screen real estate + multi-tasking to make this much better experience on the go ↗
@dannypostma2026-09-10♥36👁5.1K↗ 打开X
a weekly cron-job that has an agent pull sentry issues, fix them and create a PR is such an unlock https://t.co/H92vLUXs4h
定时让Agent拉取Sentry问题、修复并开PR的维护自动化点子。
@dannypostma2026-09-09♥23👁5.1K↗ 打开X
tinkering with a slight graphic polish and quite liking it https://t.co/cbEBpChArR
@dannypostma2026-09-09♥31👁10.4K↗ 打开X
引用@dzhngIntroducing Fly Escape Room - the world's first game with NPCs powered by a real fruit fly brain, all 166k neurons. Leave food and other objects for the flies, run the simulation, watch what happens. Goal is to get all flies to escape. Built w/ GPT-6 Astra … ↗
@dannypostma2026-09-09♥30👁9.9K↗ 打开X
this is hella cute
引用@kevin_t_ngomade a website where each room is a scene from the game. used claude fable 5.1 https://t.co/ZMZcOEGnT2 ↗
@dannypostma2026-09-09♥18👁5.7K↗ 打开X
added dungeons and parties 🔥 dungeons can now be found hidden around the world, making exploring more rewarding if you find a hidden lair queue up with your friends or village and slay the monster to get high-tier loot 🕷 https://t.co/ttwPyo0iTo
Jon Yongfook@yongfookindie171.5K粉 · 4条围绕iPhone Duo快速做个人站和折叠交互点子,也加入X新创作者计划。
@yongfook2026-09-10♥19👁2.3K↗ 打开X
Introducing the iPhone Quattro https://t.co/Fa9zfC63AL
@yongfook2026-09-10♥22👁3.9K↗ 打开X
I watched the Tetris movie last night. Brought back some childhood memories... so this morning I vibed a new personal site using Fable. https://t.co/qbq3AgYHhJ
@yongfook2026-09-10♥10👁4.2K↗ 打开X
Introducing Flappy Bird for iPhone Duo
引用@hboonApple likes apps that show off new hardware. How about an iPhone Duo game where the primary mechanic is opening and closing it, say to squash a fly? ↗
把折叠开合直接变成游戏输入,比简单放大画布更接近新硬件原生体验。
@yongfook2026-09-09♥35👁5.2K↗ 打开X
Accepted into the new programme. Commencing dancing monkey mode... NOW. https://t.co/tSAMWOgKW8
Andrea Bosoni@theandrebosoindie64.0K粉 · 1条用一个失败案例解释反向试用为什么必须在用户已用到高级价值时才有效。
@theandreboso2026-09-08♥25👁1.5K↗ 打开X
Reverse trials are having a moment. Unlock everything then drop people to free and let loss aversion do the work. A founder I worked with tried it. Conversion barely moved. The reason was timing. New users didn’t need the advanced stuff yet. Those features solved problems that show up months in. So when the downgrade came nobody felt anything missing. You can’t take away something people never started using.
反向试用失败的关键是高级功能价值出现得太晚。
Peter Askew@searchboundindie26.2K粉 · 3条记录Vidalia一个产季结束后的现金结算现实与求职者素材。
@searchbound2026-09-09♥16👁753↗ 打开X
this img is from a ranch job seeker - the img was part of her resume 🤌👑 https://t.co/xHiP71kuDH
@searchbound2026-09-09♥19👁1.6K↗ 打开X
so I essentially work without pay on Vidalia for the whole season. once we wrap up, I pay all our remaining bills and see what's left. if there's nothing, then homey gets zilch.
@searchbound2026-09-08♥21👁625↗ 打开X
and, fin 😮‍💨 🧅 https://t.co/u6hwyMpngx
Daniel Vassallo@dvassalloindie204.1K粉 · 1条给出X广告近四个月的点击成本、定向能力、自然放大与被拉黑风险观察。
@dvassallo2026-09-10♥16👁4.3K↗ 打开X
X ads used to be terrible, but they seem very compelling now. You can target the followers of accounts you handpick, and you often get a cost per click in the 6c-10c range. Also, it seems like engagements from ads boost organic reach. For example, the ad may bring 1M impressions, and the same post gets another 2M impressions organically, presumably boosted by the engagements from the ad. I've seen this happen many times in the past 4 months. Some people try to reduce the ads they see on the platform by blocking every account they see running an ad, so there is still a downside that you get mass blocked by thousands of people. But it might still be worth it if you want to get a spike of attention to something important you want to promote.
引用@elonmuskIf you want to reach the smartest people in the world, advertise on 𝕏 ↗
X广告低点击成本与自然放大是个人样本,同时存在被批量拉黑的负反馈。
Kyle Gawley@kylegawleyindie45.0K粉 · 7条主张产品与咨询并行,并用客户额度案例说明AI不能代替运营判断。
@kylegawley2026-09-10♥10👁375↗ 打开X
"Consulting is bad, only sell products." Do both. I wanted only to sell products, but then something strange happened. Some customers wanted additional value and had $20k, $30k even $50k budgets. It would have been insane to turn those customers away. "Sorry mate, I only sell products" If you have experience and knowledge that is highly valuable, you're doing yourself a disservice by not packaging it. Only indie hackers have this narrow-minded mindset. Every major SaaS company offers professional services to enterprise customers. The clue is in the second S of SaaS.
产品和咨询并不冲突,高预算客户的附加需求可以被单独包装。
@kylegawley2026-09-10♥3👁787↗ 打开X
Who wants to sponsor my new personal newsletter? 540 founders/builders 45% open rate 5% CTR DM me
@kylegawley2026-09-09♥13👁1.3K↗ 打开X
If you want a successful SaaS you have to do the BORING work. You can’t just post screenshots on X all day. Do SEO, cold email, LinkedIn. If you don’t want to do those things, don’t start a SaaS.
@kylegawley2026-09-09♥4👁1.2K↗ 打开X
AI coding tools will confidently suggest changes that will piss off your entire customer base. Today I was re-assessing how Alertly allocates social monitoring budgets across the month. Astra's solution: remove the budget allocation entirely and force everyone who hits limits early to upgrade. Sounds great - revenue expansion right? Except customer conversations scattered across DMs, calls, emails and support tickets tell a different story. When customers hit limits too early, it causes confusion, frustration and leads to churn. AI doesn't read between the lines of old customer conversations. It doesn't ask "how does this impact the existing customer base?" It just sees a technical problem and outputs a technical solution. This is where experienced operator judgment matters. You need to know: > How many customers this impacts > What their usage patterns look like > Whether to grandfather or migrate > What the support burden will be > If the change is worth the friction If you don't ask the right questions, you're putting your customers and revenue at risk. The solution I went with was to maintain the existing budget allocation but improve the feedback on usage and introduce a softer upgrade path. A business decision, not a technical one.
AI建议取消额度分配,却忽略客户困惑和流失历史。
@kylegawley2026-09-09♥5👁1.3K↗ 打开X
I'm writing the first lessons for https://t.co/cAOrzKSqxk today. People balk at selling courses, but I love making products that help others succeed. If even one person applies this stuff and gets paying customers that's a huge win for me.
@kylegawley2026-09-09♥3👁1.3K↗ 打开X
Applied for the new x monetisation programme, got approved in < 1hr Interested to see what the payouts will be compared to the old one. https://t.co/mRzr5vZAiu
@kylegawley2026-09-09♥4👁1.3K↗ 打开X
Chasing status is a hamster wheel where you live your life based on other people's expectations at the expense of your own happiness. If your self worth is tied to MRR or leaderboards or what strangers think about you on X then you are cooked. There will always be a new milestone, someone to compare yourself to. You will never arrive. The irony is no one cares how successful you are or how much money you have. You can spend your whole life trying to win a game that makes you unhappy. Or you can just opt out.

数据:Twitter/X(独立开发者+AI行业两个cohort)+Hacker News(前排/Show HN)+GitHub新星。原文照登。Twitter转推及噪音共70条折叠在作者附录内;旧推不进正文叙事,仅出现在附录并带日期。