AI前沿每日脉动

25AUG

AI前沿每日脉动

AI Frontier Pulse · 中英双语版 Bilingual Edition

2026.08.25 · 周二刊

13 位 Builder29 条推文0 期播客0 篇博客

ChatGPT WorkApplied AIOpen WeightsTokens per WattTrust & Access

Richard Liu · 2026

Curated by Richard Liu · Snapshot follow-builders-2026-08-25-v2

今天最强信号：GPT-5.6 Sol 只用两项运行设置变化，就在 ARC-AGI-3 达到 SoTA。模型能力不再能脱离 harness、compaction 与跨 context 执行单独评估。The strongest signal: two runtime setting changes put GPT-5.6 Sol at the top of ARC-AGI-3. Model capability can no longer be separated from harness design, compaction, and cross-context execution.

@thsottiaux X 原文9.2K ❤ · 527 RT · 2.7K 💬

Thibault Sottiaux：Tomorrow we will bring back the 5h limit for Plus accounts工作产品化 · Source Excerpt

Thibault Sottiaux 原文要点：Tomorrow we will bring back the 5h limit for Plus accounts across ChatGPT Work and Codex.

Source-grounded excerpt from Thibault Sottiaux: Tomorrow we will bring back the 5h limit for Plus accounts across ChatGPT Work and Codex.

@thsottiaux X 原文9.2K ❤ · 527 RT · 2.7K 💬

Peter Steinberger：We need to get away from software that we can’t change witBuilder 动态 · Source Excerpt

Peter Steinberger 原文要点：We need to get away from software that we can’t change with a prompt.

Source-grounded excerpt from Peter Steinberger: We need to get away from software that we can’t change with a prompt.

@steipete X 原文2.4K ❤ · 127 RT · 106 💬

02 / 15

Thibault Sottiaux：OpenAI DevDay 2026 will be our best DevDay in the history Builder 动态 · Source Excerpt

Thibault Sottiaux 原文要点：OpenAI DevDay 2026 will be our best DevDay in the history of the company.

Source-grounded excerpt from Thibault Sottiaux: OpenAI DevDay 2026 will be our best DevDay in the history of the company.

@thsottiaux X 原文1.9K ❤ · 77 RT · 278 💬

Garry Tan：Datacenters create jobs and prosperity, actuallyBuilder 动态 · Source Excerpt

Garry Tan 原文要点：Datacenters create jobs and prosperity, actually

Source-grounded excerpt from Garry Tan: Datacenters create jobs and prosperity, actually

@garrytan X 原文502 ❤ · 45 RT · 26 💬

03 / 15

AI 降低执行成本，却没有消除品味与经验：资深创始人的判断继续复利，设计工具也必须把审美、易用性和乐趣一起产品化。AI lowers execution cost without eliminating taste or experience. Seasoned judgment compounds, while design tools must productize aesthetics, ease, and fun together.

@rauchg X 原文514 ❤ · 21 RT · 44 💬

Guillermo Rauch：If your terminal ever gets into a 'bad state', like garbleBuilder 动态 · Source Excerpt

Guillermo Rauch 原文要点：If your terminal ever gets into a 'bad state', like garbled outputs, you run 𝚛𝚎𝚜𝚎𝚝.

Source-grounded excerpt from Guillermo Rauch: If your terminal ever gets into a 'bad state', like garbled outputs, you run 𝚛𝚎𝚜𝚎𝚝.

@rauchg X 原文514 ❤ · 21 RT · 44 💬

Garry Tan：Turn it into an artifact or experiment.Builder 动态 · Source Excerpt

Garry Tan 原文要点：Turn it into an artifact or experiment.

Source-grounded excerpt from Garry Tan: Turn it into an artifact or experiment.

@garrytan X 原文421 ❤ · 34 RT · 53 💬

04 / 15

Garry Tan：Conductor Cloud has made me so much more productive and I Builder 动态 · Source Excerpt

Garry Tan 原文要点：Conductor Cloud has made me so much more productive and I don't have to keep my Macbook Pro cracked open anymore

Source-grounded excerpt from Garry Tan: Conductor Cloud has made me so much more productive and I don't have to keep my Macbook Pro cracked open anymore

@garrytan X 原文389 ❤ · 8 RT · 53 💬

Aaron Levie：Systems of record have never been more important than in aAgent 安全 · Source Excerpt

Aaron Levie 原文要点：Systems of record have never been more important than in a world where you have AI agents that will do 100X more work on these platforms than people ever did.

Source-grounded excerpt from Aaron Levie: Systems of record have never been more important than in a world where you have AI agents that will do 100X more work on these platforms than people ever did.

@levie X 原文344 ❤ · 24 RT · 45 💬

Guillermo Rauch：It's faster, cheaper, more capable, and… smaller.Builder 动态 · Source Excerpt

Guillermo Rauch 原文要点：It's faster, cheaper, more capable, and… smaller.

Source-grounded excerpt from Guillermo Rauch: It's faster, cheaper, more capable, and… smaller.

@rauchg X 原文210 ❤ · 5 RT · 18 💬

Aaron Levie：It’s not fully appreciated that ZDR is responsible for a s产品组织 · Source Excerpt

Aaron Levie 原文要点：It’s not fully appreciated that ZDR is responsible for a substantial amount of the growth of AI, because it dramatically simplified the compliance process most companies deal wi…

Source-grounded excerpt from Aaron Levie: It’s not fully appreciated that ZDR is responsible for a substantial amount of the growth of AI, because it dramatically simplified the compliance process most companies deal wi…

@levie X 原文172 ❤ · 18 RT · 22 💬

05 / 15

没有博客并不等于没有深度：今天的深度来自工程、安全、组织与商业化信号在同一天汇合。No blog does not mean no depth: today's depth comes from engineering, safety, organization, and commercialization signals converging.

follow-buildersNo blog post in this snapshot

今日无新增博客：深度信号来自产品与工程现场No Blog Today, But Strong Product Signals

今天中央 feed 没有新增博客，但高互动推文已经形成清晰主线：产品入口、工程基础设施、模型治理和组织能力正在同时变化。

The central feed has no new blog post today, but the top tweets still form a clear arc across product surfaces, engineering infrastructure, model governance, and organization design.

follow-buildersSnapshot follow-builders-2026-08-25-v2

06 / 15

PODCAST DEEP DIVE

AI 的下一轮竞争不只发生在模型层，也发生在冷却、电网、数据中心、供应链与每瓦 token 数构成的物理系统里。The next AI race is not only at the model layer, but across cooling, grids, data centers, supply chains, and tokens per watt.

07 / 15

算力上线即被消耗New Compute Is Consumed Immediately

新增容量上线即被工作负载吸收，过早放慢建设通常会带来负面意外。

New capacity is consumed immediately, and slowing the build too early repeatedly creates negative surprises.

关键指标：每瓦 token 数The Metric Is Tokens Per Watt

定制芯片与模型工作负载协同设计，目标是在电力约束下最大化每瓦可生成的 token。

Custom silicon and model workloads are co-designed to maximize tokens generated per watt.

数据中心必须新增电力Data Centers Must Add Power

大规模 AI 基础设施需要同步投资发电、输电、变电站与配套容量。

Large-scale AI infrastructure requires new generation, transmission, substations, and supporting capacity.

算力策略是 All of the AboveThe Strategy Is All Of The Above

多种云、芯片、数据中心与供应路径并行推进，减少单点约束。

Clouds, chips, data centers, and supply paths advance in parallel to reduce single-point constraints.

08 / 15

Garry Tan：Conductor Cloud has made me so much more productive and I Builder 动态 · Source Excerpt

Garry Tan 原文要点：Conductor Cloud has made me so much more productive and I don't have to keep my Macbook Pro cracked open anymore

Source-grounded excerpt from Garry Tan: Conductor Cloud has made me so much more productive and I don't have to keep my Macbook Pro cracked open anymore

@garrytan X 原文389 ❤

Aaron Levie：Systems of record have never been more important than in aAgent 安全 · Source Excerpt

Aaron Levie 原文要点：Systems of record have never been more important than in a world where you have AI agents that will do 100X more work on these platforms than people ever did.

@levie X 原文344 ❤

Guillermo Rauch：It's faster, cheaper, more capable, and… smaller.Builder 动态 · Source Excerpt

Guillermo Rauch 原文要点：It's faster, cheaper, more capable, and… smaller.

Source-grounded excerpt from Guillermo Rauch: It's faster, cheaper, more capable, and… smaller.

@rauchg X 原文210 ❤

Aaron Levie：It’s not fully appreciated that ZDR is responsible for a s产品组织 · Source Excerpt

@levie X 原文172 ❤

Amjad Masad：Only a few have reached this milestone!Builder 动态 · Source Excerpt

Amjad Masad 原文要点：Only a few have reached this milestone!

Source-grounded excerpt from Amjad Masad: Only a few have reached this milestone!

@amasad X 原文173 ❤

Amjad Masad：Replit Agent completely replaced Claude CoWork in my day-tBuilder 动态 · Source Excerpt

Amjad Masad 原文要点：Replit Agent completely replaced Claude CoWork in my day-to-day work.

Source-grounded excerpt from Amjad Masad: Replit Agent completely replaced Claude CoWork in my day-to-day work.

@amasad X 原文160 ❤

09 / 15

今日数据概览Today Stats

收录 Builder：13 位
总推文数：29 条
播客节目：0 期
博客文章：0 篇

最高互动：Thibault Sottiaux：Tomorrow we will bring back the 5h limit for Plus accounts · 9.2K ❤
第二高互动：Peter Steinberger：We need to get away from software that we can’t change wit · 2.4K ❤

The snapshot includes 13 builders, 29 tweets, 0 podcast, and 0 blog post.

follow-buildersSnapshot follow-builders-2026-08-25-v2

5 条关键洞察5 Key Takeaways

ChatGPT Work 正从任务助手变成可调度上下文、应用与协作的新计算入口。

ChatGPT Work is becoming a computing surface that orchestrates context, apps, and collaboration.

模型越强，企业越需要连接数据、监管、人类决策点与现实反馈回路的 applied AI 层。

Stronger models increase demand for an applied-AI layer spanning data, regulation, human decisions, and real-world feedback.

开放权重从开发者偏好升级为产业领导力与生态扩散战略。

Open weights are moving from developer preference to an industrial strategy for leadership and ecosystem diffusion.

算力竞争的关键约束转向物理世界：电力、冷却、建设速度与每瓦 token 数。

Compute competition is increasingly constrained by power, cooling, build speed, and tokens per watt.

跨应用执行放大了价值，也把 Gmail、日历与办公数据的信任问题推到产品核心。

Cross-app execution expands value while making trust around Gmail, calendars, and office data a core product issue.

10 / 15

本周之声 VOICE 01

只要允许模型持续推理，并借助 canonical compaction 跨多个 context window 工作。

“You just have to allow it to reason and work over multiple context windows.”

@thsottiaux X 原文9.2K ❤ · 527 RT · 2.7K 💬

11 / 15

本周之声 VOICE 02

最好的路径，是赋能科学家，而不是试图由我们自己解决所有问题。

“The best way to do this is for us to empower scientists.”

@thsottiaux X 原文1.9K ❤ · 77 RT · 278 💬

12 / 15

本周之声 VOICE 03

我总会先创建 design.md，写清颜色、字体以及其他设计准则。

“I always create a design md file with guidelines for color, typography, and more.”

@levie X 原文344 ❤ · 24 RT · 45 💬

13 / 15

播客之声 PODCAST VOICE

AI 是一场“50 年的一夜成功”。

“AI's fifty year overnight success.”

14 / 15

AI前沿每日脉动

AI Frontier Pulse · 2026.08.25

本期收录 13 位 Builder · 29 条推文 · 0 期播客 · 0 篇博客

ChatGPT Work · Applied AI · Open Weights · Tokens per Watt · Trust & Access

感谢阅读 · Thank You For Reading

Richard Liu · AI前沿每日脉动 · 2026 · Snapshot follow-builders-2026-08-25-v2