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Direct from our engineering and research Slack channels. Raw insights, technical breakdowns, field notes, and real-time updates from the M37Labs team.

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Team M37Labs

knowledge-base
3 months ago

MCP 2026-07-28 spec: stateless core, coming to Claude | Claude by Anthropic

claude.com/blog/bringing-mcp-2026-07-28-to-claude
Claude

MCP 2026-07-28 spec: stateless core, coming to Claude | Claude by Anthropic

The MCP 2026-07-28 spec is live, moving the Model Context Protocol to a stateless core with standardized extensions and hardened auth. Support is rolling out across Claude products soon. See what's new and how MCP is advancing in Claude.

claude.com

Preview image for MCP 2026-07-28 spec: stateless core, coming to Claude | Claude by Anthropic
Link
Jul 30, 2026 • 8:59 AM
M

Team M37Labs

knowledge-base
3 months ago

Start Customizing NVIDIA Nemotron 3 Nano with Prime Intellect Lab in Minutes | NVIDIA…

https://developer.nvidia.com/blog/start-customizing-nvidia-nemotron-3-nano-with-prime-intellect-lab-in-minutes/
NVIDIA Technical Blog

Start Customizing NVIDIA Nemotron 3 Nano with Prime Intellect Lab in Minutes | NVIDIA Technical Blog

Customization is what enables developers to take a general model and tailor it to use cases, domains, languages, and more. However, customization comes with a few challenges.

developer.nvidia.com

Preview image for Start Customizing NVIDIA Nemotron 3 Nano with Prime Intellect Lab in Minutes | NVIDIA Technical Blog
Link
Jul 28, 2026 • 6:36 PM
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Team M37Labs

knowledge-base
3 months ago

Jack Dorsey is taking on Slack with Buzz, a group chat platform for teams and their AI…

techcrunch.com/2026/07/21/jack-dorsey-is-taking-on-slack-with-buzz-a-group-chat-platform-for-teams-and-their-ai-agents
TechCrunch

Jack Dorsey is taking on Slack with Buzz, a group chat platform for teams and their AI agents | TechCrunch

Buzz is a group chat platform for the workplace that puts humans and their AI agents in the same conversation.

techcrunch.com

Preview image for Jack Dorsey is taking on Slack with Buzz, a group chat platform for teams and their AI agents | TechCrunch
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Jul 28, 2026 • 4:59 PM
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Team M37Labs

knowledge-base
4 months ago

I announced open source OCR with VLMs last week that costs $0.14 per 1k pages. We tripled…

https://lnkd.in/p/gwRKHmvg
LinkedIn

I announced open source OCR with VLMs last week that costs $0.14 per 1k pages. We tripled throughput and cut cost by 3x since then. Today, we’re releasing all the details and the code. We processed… | Mathis Lucka

I announced open source OCR with VLMs last week that costs $0.14 per 1k pages. We tripled throughput and cut cost by 3x since then. Today, we’re releasing all the details and the code. We processed 116,000 PDF pages on a single L40S GPU using Modal as our compute provider. The full production run took 89 minutes and cost $4.64. That’s $0.04 per 1k pages at a speed of 20 pages per second. It’s 100x cheaper than Mistral OCR 4 and 250x cheaper than Azure’s document intelligence. We use GLM-OCR as the VLM in combination with PP-DocLayoutV3 for layout detection. This setup has SOTA scores on OmniDocBench and excels at complex documents and tables. Click through to our blog (comments) to learn everything about the system, how we optimized it, and to access the full code base.

lnkd.in

Preview image for I announced open source OCR with VLMs last week that costs $0.14 per 1k pages. We tripled throughput and cut cost by 3x since then. Today, we’re releasing all the details and the code. We processed… | Mathis Lucka
ThreadLink
Jul 8, 2026 • 1:30 PM
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Team M37Labs

knowledge-base
4 months ago

There is a god afterall. forbes.com/sites/…/claude-fable-5-extends-by-five-more-days-10-mo…

There is a god afterall. forbes.com/sites/…/claude-fable-5-extends-by-five-more-days-10-moves-to-make-now
Screenshot 2026-07-08 at 10.09.48 AM.png
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Forbes

Claude Fable 5 Extends By Five More Days. 10 Moves To Make Now!

Anthropic extended Claude Fable 5 on paid plans through July 12. These 10 moves, from building Claude Skills to rebuilding Projects, create assets you keep after it ends.

www.forbes.com

Preview image for Claude Fable 5 Extends By Five More Days. 10 Moves To Make Now!
ImageLink
Jul 8, 2026 • 4:40 AM