MCP support now lives in langchain.mcp, built on FastMCP for the 2026-07-28 spec, with elicitation handled as a LangGraph interrupt and tool lists cached.

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Bloomberg AI / 10:36 PM

ValueEdge Chair: SpaceX Needs A Succession Plan

Nell Minow, Chair of ValueEdge Advisors, says Anthropic is moving in the opposite direction from SpaceX on governance, but argues its structure is still unusual and potentially problematic. She says the company is combining elements of public companies and nonprofits, including a public benefit corporation framework that she says both cares about shareholder value and does not. She speaks with Romaine Bostick on "The Close." (Source: Bloomberg)

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AWS Machine Learning Blog / 3:45 PM

How Boomi Scribe streamlines documentation using AWS

Boomi Scribe is an AI-powered agent on AWS that automatically generates documentation for enterprise integration workflows. Learn how Boomi uses Amazon Bedrock, Amazon SageMaker AI, Amazon S3, Amazon DynamoDB, and AWS Lambda to parse integration DAGs, generate detailed documentation, and compare component versions at scale.

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The Decoder / 9:14 AM

Anthropic wants to do for physical hardware what its Model Context Protocol did for software

Anthropic's Model Hardware Standard (MHS) gives AI agents a unified interface to physical devices like robotic arms and lab instruments. In early tests, integration time dropped from weeks to hours. But Claude sometimes failed to grasp physical cause and effect, so human oversight remains essential for now. The article Anthropic wants to do for physical hardware what its Model Context Protocol did for software appeared first on The Decoder .

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LangChain Blog / 10:46 AM

Plan-and-Execute Agents

Build reliable AI agents with Plan-and-Execute framework. Separate planning from execution for complex tasks with fewer errors.

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AWS Machine Learning Blog / 4:11 PM

How Pixieset achieved 35% AI feature adoption by solving the right problem with Amazon Bedrock

Photographers are among the most skeptical audiences for generative AI. Learn how Pixieset used Amazon Bedrock to launch an AI-generated alt text feature to millions of users in four months, reaching 35% adoption by automating the tedious image SEO work photographers avoid, without touching the creative craft they take pride in.

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The Decoder / 4:33 PM

Claude Code is the fastest agent framework but costs nearly three times more than the cheapest rival

Composio tested Deepseek V4 Flash across four agent frameworks on 30 real-world tasks. Success rates were mostly similar, but costs varied by nearly 3x: OpenCode came in cheapest at $0.073 per task, while Claude Code cost $0.195 despite using the fewest tool calls and output tokens. The choice of framework is mainly a question of price and speed. The article Claude Code is the fastest agent framework but costs nearly three times more than the cheapest rival appeared first on The Decoder .

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Cloudflare AI Blog / 1:00 PM

Give any website a WebMCP interface

Today we're launching a developer preview of WebMCP on Cloudflare. With one switch, any site becomes usable by browser AI agents — no new APIs, no origin changes — while the human stays in control and creators keep their traffic.

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Cloudflare AI Blog / 1:00 PM

Introducing: Cloudflare Agents

Cloudflare Agents brings all of your deployed agent sessions into a single experience, surfacing key information and insights into how your agents perform at scale.

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Simon Willison LLMs / 11:45 PM

Don't be a meat proxy

Don't be a meat proxy Niklas Gruhn coins an excellent new term - meat proxy - for people who blindly copy and paste the output of AI systems to their peers. By all means, prompt AI. But don't just relay the output. Read it, understand it, validate it, and then write a response in your own words (a decent certificate that you've done the prior steps). Making that effort is value you can add. Via Lobste.rs Tags: definitions , ai , generative-ai , llms , ai-misuse

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Simon Willison LLMs / 12:13 AM

Adding a custom MCP server to Claude and ChatGPT

TIL: Adding a custom MCP server to Claude and ChatGPT Connecting a custom MCP server to Claude and ChatGPT's standard chat interfaces is possible, but can take quite a few steps. Tags: ai , generative-ai , chatgpt , llms , claude , model-context-protocol

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The Verge AI / 1:00 PM

Halliday’s latest smart glasses feature a much-improved display

I first slipped on Halliday's original smart glasses at CES 2025. I was not a fan. The glasses had a tiny, movable display window embedded into the frame that was incredibly finicky to see, and my 30-minute demo left me with achy eyeballs. It was an interesting concept with terrible execution, especially compared to the […]

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TechCrunch AI / 8:50 PM

AI’s most important protocol is getting a little bit easier to use

Under the new system, the protocol will take a looser, "stateless" approach to session IDs on the server side, similar to how most ordinary websites already work.

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OpenAI News / 12:00 PM

The US is advancing AI safety through state and federal action

OpenAI outlines a “reverse federalism” approach to AI governance, where state laws help build a national framework for safe, democratic AI.

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The Verge AI / 12:00 PM

The fanfiction community is at war with AI — and itself

Over the past week, a new fanworks movement has kicked off, with the aim to root out authors using generative AI. But the detection methods being implemented are questionable, and any fanfic writer could be caught in the crossfire. Broad distaste around the use of Claude, ChatGPT, and other AI tools has long been a […]

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Hugging Face Blog / 6:32 PM