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AI Frontier Pulse · 中英双语版 Bilingual Edition
2026.09.10 · 周四刊
14 位 Builder28 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-2026-09-10-v1
今日头条 · Model And Harness Co-design01 / 15
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.
@samaX 原文14.9K ❤ · 725 RT · 862 💬
Sam Altman：ocarina of time remake is the best news in a long time.Builder 动态 · Source Excerpt
Sam Altman 原文要点：ocarina of time remake is the best news in a long time.
Source-grounded excerpt from Sam Altman: ocarina of time remake is the best news in a long time.
@samaX 原文14.9K ❤ · 725 RT · 862 💬
Thibault Sottiaux：There was a bit of a kerfuffle this morning with some bank工作产品化 · Source Excerpt
Thibault Sottiaux 原文要点：There was a bit of a kerfuffle this morning with some banked resets not fully applying when used in ChatGPT Work and Codex.
Source-grounded excerpt from Thibault Sottiaux: There was a bit of a kerfuffle this morning with some banked resets not fully applying when used in ChatGPT Work and Codex.
@thsottiauxX 原文9.1K ❤ · 230 RT · 2K 💬
02 / 15
行业分析 · Science, Evals, And Credibility02 / 15
Sam Altman：This would suck, but we will prioritize great service for 产品组织 · Source Excerpt
Sam Altman 原文要点：This would suck, but we will prioritize great service for customers until we can get back on top of things.
Source-grounded excerpt from Sam Altman: This would suck, but we will prioritize great service for customers until we can get back on top of things.
@samaX 原文7K ❤ · 181 RT · 577 💬
Thibault Sottiaux：Happy to be building here with you all.Builder 动态 · Source Excerpt
Thibault Sottiaux 原文要点：Happy to be building here with you all.
Source-grounded excerpt from Thibault Sottiaux: Happy to be building here with you all.
@thsottiauxX 原文5.8K ❤ · 74 RT · 1.2K 💬
03 / 15
产品设计 · Experience Becomes A Force Multiplier03 / 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.
@samaX 原文3.3K ❤ · 90 RT · 252 💬
Sam Altman：Grateful you are doing this, and all you have done for AI Builder 动态 · Source Excerpt
Sam Altman 原文要点：Grateful you are doing this, and all you have done for AI safety.
Source-grounded excerpt from Sam Altman: Grateful you are doing this, and all you have done for AI safety.
@samaX 原文3.3K ❤ · 90 RT · 252 💬
Thibault Sottiaux：One of the greatest joys is debating new model names with Builder 动态 · Source Excerpt
Thibault Sottiaux 原文要点：One of the greatest joys is debating new model names with researchers.
Source-grounded excerpt from Thibault Sottiaux: One of the greatest joys is debating new model names with researchers.
@thsottiauxX 原文3K ❤ · 58 RT · 808 💬
04 / 15
设计系统 · Harness, Design.md, Routing, Mobile04 / 15
Claude：New on Claude Marketplace: @CrowdStrike, @cursor_ai, @Fact技能化工作流 · Source Excerpt
Claude 原文要点：New on Claude Marketplace: @CrowdStrike, @cursor_ai, @FactoryAI, @GammaApp, and @vercel.
Source-grounded excerpt from Claude: New on Claude Marketplace: @CrowdStrike, @cursor_ai, @FactoryAI, @GammaApp, and @vercel.
@claudeaiX 原文2.9K ❤ · 206 RT · 158 💬
Aaron Levie：The way to the reconcile capability level of AI vs.产品组织 · Source Excerpt
Aaron Levie 原文要点：The way to the reconcile capability level of AI vs.
Source-grounded excerpt from Aaron Levie: The way to the reconcile capability level of AI vs.
@levieX 原文205 ❤ · 28 RT · 39 💬
Garry Tan：Jane Kim: Big Talk, little respect for facts, outright falBuilder 动态 · Source Excerpt
Garry Tan 原文要点：Jane Kim: Big Talk, little respect for facts, outright falsehoods Jane Kim is a NIMBY who helped create the SF doom loop, and now she's failing up: she wants to be CA Insurance…
Source-grounded excerpt from Garry Tan: Jane Kim: Big Talk, little respect for facts, outright falsehoods Jane Kim is a NIMBY who helped create the SF doom loop, and now she's failing up: she wants to be CA Insurance…
@garrytanX 原文218 ❤ · 18 RT · 22 💬
Peter Yang：When is this coming to mobile for Work and Remote Codex th工作产品化 · Source Excerpt
Peter Yang 原文要点：When is this coming to mobile for Work and Remote Codex threads?
Source-grounded excerpt from Peter Yang: When is this coming to mobile for Work and Remote Codex threads?
@petergyangX 原文214 ❤ · 2 RT · 18 💬
05 / 15
深度主题 · Product And Engineering Signals05 / 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-2026-09-10-v1
06 / 15
播客深度 · Compute Meets The Physical World06 / 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
播客理念 · Industrial Compute At Scale07 / 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
快讯速览 · Builder Signals08 / 15
Claude：New on Claude Marketplace: @CrowdStrike, @cursor_ai, @Fact技能化工作流 · Source Excerpt
Claude 原文要点：New on Claude Marketplace: @CrowdStrike, @cursor_ai, @FactoryAI, @GammaApp, and @vercel.
Source-grounded excerpt from Claude: New on Claude Marketplace: @CrowdStrike, @cursor_ai, @FactoryAI, @GammaApp, and @vercel.
@claudeaiX 原文2.9K ❤
Aaron Levie：The way to the reconcile capability level of AI vs.产品组织 · Source Excerpt
Aaron Levie 原文要点：The way to the reconcile capability level of AI vs.
Source-grounded excerpt from Aaron Levie: The way to the reconcile capability level of AI vs.
@levieX 原文205 ❤
Garry Tan：Jane Kim: Big Talk, little respect for facts, outright falBuilder 动态 · Source Excerpt
Garry Tan 原文要点：Jane Kim: Big Talk, little respect for facts, outright falsehoods Jane Kim is a NIMBY who helped create the SF doom loop, and now she's failing up: she wants to be CA Insurance…
Source-grounded excerpt from Garry Tan: Jane Kim: Big Talk, little respect for facts, outright falsehoods Jane Kim is a NIMBY who helped create the SF doom loop, and now she's failing up: she wants to be CA Insurance…
@garrytanX 原文218 ❤
Peter Yang：When is this coming to mobile for Work and Remote Codex th工作产品化 · Source Excerpt
Peter Yang 原文要点：When is this coming to mobile for Work and Remote Codex threads?
Source-grounded excerpt from Peter Yang: When is this coming to mobile for Work and Remote Codex threads?
@petergyangX 原文214 ❤
Guillermo Rauch：8 price cuts, fee removals and structure improvements, pluBuilder 动态 · Source Excerpt
Guillermo Rauch 原文要点：8 price cuts, fee removals and structure improvements, plus 16 model discounts… in the last 6 months alone.
Source-grounded excerpt from Guillermo Rauch: 8 price cuts, fee removals and structure improvements, plus 16 model discounts… in the last 6 months alone.
@rauchgX 原文211 ❤
Dan Shipper：this is a very good and well designed report however, two Builder 动态 · Source Excerpt
Dan Shipper 原文要点：this is a very good and well designed report however, two impt assumptions in it that significantly change the analysis once you start to play with it: 1.
Source-grounded excerpt from Dan Shipper: this is a very good and well designed report however, two impt assumptions in it that significantly change the analysis once you start to play with it: 1.
@danshipperX 原文189 ❤
09 / 15
数据洞察 · Snapshot09 / 15
今日数据概览Today Stats
收录 Builder：14 位
总推文数：28 条
播客节目：0 期
博客文章：0 篇

最高互动：Sam Altman：ocarina of time remake is the best news in a long time. · 14.9K ❤
第二高互动：Thibault Sottiaux：There was a bit of a kerfuffle this morning with some bank · 9.1K ❤
The snapshot includes 14 builders, 28 tweets, 0 podcast, and 0 blog post.
follow-buildersSnapshot follow-builders-2026-09-10-v1
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.”
@samaX 原文14.9K ❤ · 725 RT · 862 💬
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.”
@samaX 原文7K ❤ · 181 RT · 577 💬
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.”
@levieX 原文205 ❤ · 28 RT · 39 💬
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 · 2026.09.10
本期收录 14 位 Builder · 28 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-2026-09-10-v1