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Nov 13
ProductsBuildersSelected00:24
Baidu launches Token Exchange marketplace for AI models

A marketplace layer with fingerprint checks and public credit records could pressure model providers toward verifiable pricing and specs, shifting trust from vendor claims to platform-verified data. Enterprise buyers comparing models across providers get a single venue to evaluate options, useful for teams in ASEAN and China sourcing models without direct vendor relationships. Compare with direct API portals from OpenAI or Alibaba Cloud, which lack third-party verification layers.

#Baidu#Token Exchange#model marketplace#China AI
Official account百度 AI Baidu@Baidu_IncSource
RisingGemini 4 HydrogenColette KressHydrogenOutlookMore →
IndustryUS vs ChinaMulti-source76°00:19
Chinese contentNvidia CFO Colette Kress 曾反对向 OpenAI 提供 2500 亿美元信贷担保

Nvidia 内部原来也不是铁板一块：CFO Kress 拦下了 Jensen 主推的给 OpenAI 的 2500 亿信贷担保，现在她还当上了临时 CEO。想知道 Nvidia 那些投资换订单的生意到底有多激进、谁在踩刹车，这篇值得花十分钟看看。

#Nvidia#OpenAI#Colette Kress#Jensen Huang
Event
The Information@theinformationSource
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IndustryBuilders00:11
Chinese contentLangChain 发起 State Of Agent Engineering 年度调研，约 5 分钟即可参与

LangChain 在收集今年智能体工程调研的数据，5 分钟就能填完，结果会公开发布。做智能体开发的可以顺手填一份，顺便看看大家现在都在用什么框架和评估方式，等报告出来对照自己的技术栈。填了还能抽周边。

#LangChain#智能体#调研报告
Official accountLangChain@LangChainAISource
IndustryUS vs ChinaMulti-source00:11
Chinese contentAravind Srinivas 发文致敬 Jensen Huang 33 年 Nvidia 生涯

Perplexity 创始人 Srinivas 发长文感谢 Jensen Huang，说他把 Nvidia 从小公司带到美国市值第一，33 年了。如果你关注 GPU 供应链和后续交棒，这条值得收藏，评论区还能看到各家创始人跟进表态。

#Jensen Huang#Nvidia#Aravind Srinivas#Perplexity
Event
Aravind Srinivas@AravSrinivasSource
ModelsBuildersMulti-source00:04
Chinese contentmillionwaysai 发布 Thorsten-4 模型，可对对话打 50 项行为心理评分

millionwaysai 做了个叫 Thorsten-4 的模型，读完对话能给 50 项行为心理特质打分，直接接进客服或销售工具判断用户意图和反应。做用户洞察、CRM、销售工具的开发者可以看看，比问卷画像省事不少。

#Thorsten-4#millionwaysai#行为分析#客户服务
Event
Ate-a-Pi@svpinoSource
PapersBuildersSelected00:02
Sebastian Raschka on why optimizing chain-of-thought hurts monitorability

The finding that RL training alone, not process supervision, drives CoT controllability redirects where safety teams should focus their monitoring effort. Researchers building reasoning models and eval teams designing oversight need to track both no-CoT capability and controllability as training scales up. The pretraining-perplexity link gives labs a concrete metric to watch when weighing next pretraining runs against safety budgets.

#reasoning models#chain-of-thought#AI safety#Sebastian Raschka
Official accountSebastian Raschka@rasbtSource
Nov 12
PapersBuildersSelected23:50
SoMem Lets Agents Self-Organize Memory as Linked Documents

The deeper implication is that memory schema design may be an unnecessary constraint now that frontier models can organize knowledge themselves, suggesting teams should test simpler file-based memory before investing in vector-store pipelines. Builder teams and agent developers evaluating long-term memory architectures should care most, since the approach needs only file read/write capability their stacks already have. It also transfers across models, so memory written by one model can be consumed by another in production.

#SoMem#agents#agent memory#LoCoMo
Event
elvis@omarsar0Source
How-toBuildersOfficialSelected23:47
A2A protocol multi-agent systems guide on AWS

The notable part is framework independence: an orchestrator and a worker agent can live in different SDKs, accounts and even organisations, which changes how enterprises decompose agent workloads across teams. Platform engineers and AI architects evaluating agent interoperability standards, alongside alternatives like MCP, will find a concrete, deployable pattern here. The walkthrough is hands-on and can be reproduced on any AWS account using ECS and Bedrock AgentCore.

#A2A#AWS#Bedrock AgentCore#LangChain
Event
Primary sourceAWS Machine Learning Blog@Amit ChaudharySource
How-toBuildersOfficialSelected23:47
Amazon Bedrock adds per-user access control for knowledge base MCP tools

The non-obvious part is that authorization is enforced outside the agent, by gateway policy plus a resource-based policy on the knowledge base, so a compromised or careless agent cannot leak documents. Teams deploying multi-tenant RAG agents on AWS should replicate this three-layer pattern rather than trusting agent-level filtering. Compared with self-built MCP gateways, it reuses AgentCore's identity injection, cutting custom auth plumbing.

#Amazon Bedrock#AgentCore#MCP#RAG
Primary sourceAWS Machine Learning Blog@Renya KujiradaSource
IndustryUS vs ChinaMulti-source88°23:42
Chinese contentNvidia CEO 黄仁勋宣布卸任

Nvidia 掌门人黄仁勋要卸任了，他一直努力保住中国市场准入，还跟特朗普关系很近。谁接班、出口政策会不会转向，直接关系到国内团队还能不能顺利买到卡。做模型训练和采购 GPU 的朋友都该盯一下这条。

#Nvidia#Jensen Huang#芯片出口管制#AI芯片
Event
Rappler: Technology@ReutersSource
IndustryBuildersMulti-source91°23:32
Chinese content黄仁勋辞任后，NVIDIA 首任董事会主席哈维·琼斯发布内部信

黄仁勋突然辞任 CEO 是行业大事件，这封内部信透露了后续安排：CFO 科莱特·克雷斯临时接棒，董事会还在内外部找常任人选。做 GPU 和 AI 产业链相关业务的开发者、投资人和企业采购都应该留意这家公司的管理层过渡。

#NVIDIA#黄仁勋#Colette Kress#人事变动
Event
IT之家Source
ProductsBuildersMulti-source23:26
Chinese contentElevenLabs 推出 Partner Program：550 家认证伙伴覆盖 44 国助力语音智能体落地

如果你在做语音智能体集成业务，可以直接申请认证成为伙伴接项目。想上线语音客服、外呼的企业也多了 550 家服务商可选，不用自己从零搭。比起 OpenAI、Vapi 这类只给 API 的做法，ElevenLabs 把实施服务也打包进来了。

#ElevenLabs#Partner Program#智能体#语音生成
Event
Official accountElevenLabs@elevenlabsioSource
ProductsBuilders22:59
Chinese content三星首款智能眼镜 Intelligent Eyewear 开启预售：搭载 Android XR，395 美元起

三星的 Android XR 眼镜终于开卖了，395 美元起，有 Gentle Monster 和 Warby Parker 30 种镜框可选。跟 Meta 雷朋眼镜不同，它同时内置 Gemini 和 Bixby，还能兼容 iPhone 和 Pixel。想入智能眼镜但嫌 Meta 款没得挑镜框的，可以看看这款。

#三星#Android XR#Gemini#智能眼镜
Event
IT之家Source

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