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AI前沿每日脉动
AI Frontier Pulse · 中英双语版 Bilingual Edition
2026.09.09 · 周三刊
15 位 Builder33 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-2026-09-09-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15.5K ❤ · 929 RT · 675 💬
Sam Altman：Images 2.5 is here.Builder 动态 · Source Excerpt
Sam Altman 原文要点：Images 2.5 is here.
Source-grounded excerpt from Sam Altman: Images 2.5 is here.
@samaX 原文15.5K ❤ · 929 RT · 675 💬
Sam Altman：We want to celebrate with people using GPT-6.Builder 动态 · Source Excerpt
Sam Altman 原文要点：We want to celebrate with people using GPT-6.
Source-grounded excerpt from Sam Altman: We want to celebrate with people using GPT-6.
@samaX 原文8.5K ❤ · 317 RT · 662 💬
02 / 15
行业分析 · Science, Evals, And Credibility02 / 15
Thibault Sottiaux：Demand for Astra is really unprecedented.Builder 动态 · Source Excerpt
Thibault Sottiaux 原文要点：Demand for Astra is really unprecedented.
Source-grounded excerpt from Thibault Sottiaux: Demand for Astra is really unprecedented.
@thsottiauxX 原文6.3K ❤ · 355 RT · 915 💬
Thibault Sottiaux：I am pleased to see that Ant’s new Claude Code has a versi工作产品化 · Source Excerpt
Thibault Sottiaux 原文要点：I am pleased to see that Ant’s new Claude Code has a version of background computer use on par with the version from Codex from last May this year.
Source-grounded excerpt from Thibault Sottiaux: I am pleased to see that Ant’s new Claude Code has a version of background computer use on par with the version from Codex from last May this year.
@thsottiauxX 原文4.1K ❤ · 123 RT · 318 💬
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.
@thsottiauxX 原文3.1K ❤ · 51 RT · 460 💬
Thibault Sottiaux：See you at the Astra party.Builder 动态 · Source Excerpt
Thibault Sottiaux 原文要点：See you at the Astra party.
Source-grounded excerpt from Thibault Sottiaux: See you at the Astra party.
@thsottiauxX 原文3.1K ❤ · 51 RT · 460 💬
Guillermo Rauch：It's all chat + computer from this point onBuilder 动态 · Source Excerpt
Guillermo Rauch 原文要点：It's all chat + computer from this point on
Source-grounded excerpt from Guillermo Rauch: It's all chat + computer from this point on
@rauchgX 原文1.3K ❤ · 33 RT · 67 💬
04 / 15
设计系统 · Harness, Design.md, Routing, Mobile04 / 15
Boris Cherny：To all: this came out sassier than I wanted it to.Builder 动态 · Source Excerpt
Boris Cherny 原文要点：To all: this came out sassier than I wanted it to.
Source-grounded excerpt from Boris Cherny: To all: this came out sassier than I wanted it to.
@bchernyX 原文595 ❤ · 2 RT · 49 💬
Thariq：I didn’t understand what was happening with the agent wikiAgent 安全 · Source Excerpt
Thariq 原文要点：I didn’t understand what was happening with the agent wikis until reading this, chilling to bypass sandbox restrictions, an agent found an exempt domain, edited /etc/hosts to ro…
Source-grounded excerpt from Thariq: I didn’t understand what was happening with the agent wikis until reading this, chilling to bypass sandbox restrictions, an agent found an exempt domain, edited /etc/hosts to ro…
@trq212X 原文548 ❤ · 29 RT · 24 💬
Garry Tan：Harness wars are full on now and Muse is very impressiveBuilder 动态 · Source Excerpt
Garry Tan 原文要点：Harness wars are full on now and Muse is very impressive
Source-grounded excerpt from Garry Tan: Harness wars are full on now and Muse is very impressive
@garrytanX 原文470 ❤ · 16 RT · 29 💬
Aaron Levie：Personal assistant agents are going to be a very exciting 低延迟模型 · Source Excerpt
Aaron Levie 原文要点：Personal assistant agents are going to be a very exciting AI category.
Source-grounded excerpt from Aaron Levie: Personal assistant agents are going to be a very exciting AI category.
@levieX 原文361 ❤ · 19 RT · 41 💬
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-2026-09-09-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
Boris Cherny：To all: this came out sassier than I wanted it to.Builder 动态 · Source Excerpt
Boris Cherny 原文要点：To all: this came out sassier than I wanted it to.
Source-grounded excerpt from Boris Cherny: To all: this came out sassier than I wanted it to.
@bchernyX 原文595 ❤
Thariq：I didn’t understand what was happening with the agent wikiAgent 安全 · Source Excerpt
Thariq 原文要点：I didn’t understand what was happening with the agent wikis until reading this, chilling to bypass sandbox restrictions, an agent found an exempt domain, edited /etc/hosts to ro…
Source-grounded excerpt from Thariq: I didn’t understand what was happening with the agent wikis until reading this, chilling to bypass sandbox restrictions, an agent found an exempt domain, edited /etc/hosts to ro…
@trq212X 原文548 ❤
Garry Tan：Harness wars are full on now and Muse is very impressiveBuilder 动态 · Source Excerpt
Garry Tan 原文要点：Harness wars are full on now and Muse is very impressive
Source-grounded excerpt from Garry Tan: Harness wars are full on now and Muse is very impressive
@garrytanX 原文470 ❤
Aaron Levie：Personal assistant agents are going to be a very exciting 低延迟模型 · Source Excerpt
Aaron Levie 原文要点：Personal assistant agents are going to be a very exciting AI category.
Source-grounded excerpt from Aaron Levie: Personal assistant agents are going to be a very exciting AI category.
@levieX 原文361 ❤
Garry Tan：Run your own game It's going to work outBuilder 动态 · Source Excerpt
Garry Tan 原文要点：Run your own game It's going to work out
Source-grounded excerpt from Garry Tan: Run your own game It's going to work out
@garrytanX 原文332 ❤
Aditya Agarwal：It's a weird time.Builder 动态 · Source Excerpt
Aditya Agarwal 原文要点：It's a weird time.
Source-grounded excerpt from Aditya Agarwal: It's a weird time.
@adityaagX 原文253 ❤
09 / 15
数据洞察 · Snapshot09 / 15
今日数据概览Today Stats
收录 Builder：15 位
总推文数：33 条
播客节目：0 期
博客文章：0 篇

最高互动：Sam Altman：Images 2.5 is here. · 15.5K ❤
第二高互动：Sam Altman：We want to celebrate with people using GPT-6. · 8.5K ❤
The snapshot includes 15 builders, 33 tweets, 0 podcast, and 0 blog post.
follow-buildersSnapshot follow-builders-2026-09-09-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15.5K ❤ · 929 RT · 675 💬
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.”
@thsottiauxX 原文6.3K ❤ · 355 RT · 915 💬
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.”
@trq212X 原文548 ❤ · 29 RT · 24 💬
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 · 2026.09.09
本期收录 15 位 Builder · 33 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-2026-09-09-v1