MiniMax-M2 is now available on Poe! This open source model has a 200k token context window, has 230b parameters with an MoE architecture, and excels at coding and agent workflows. (1/2)
AGENTS
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Comprehensive AI Agent Security Book by Ken Huang Chris Hughes
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Ken Huang and Chris Hughes have done is all a great service here by capturing the most comprehensive book on AI Agent security available today. Will help us all accelerate artificial intelligence into service for humanity. pic.twitter.com/6DBCsghnKy
— Bob Gourley – e/acc (@bobgourley) 4 novembre 2025Ken Huang and Chris Hughes have done is all a great service here by capturing the most comprehensive book on AI Agent security available today. Will help us all accelerate artificial intelligence into service for humanity.
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ProofAutoGrader: Automatic IMO Proof Evaluation Using Gemini
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While human expert evaluation remains the gold standard for mathematical proofs, its cost and time intensity limit scalable research. To address this, we built #ProofAutoGrader, an automatic grader for IMO-ProofBench. The autograder leverages Gemini 2.5 Pro, providing it with a
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LangChain Releases Human-in-the-Loop Agent Middleware Series
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Over the next few weeks we'll be releasing a series of deep dive videos into our new prebuilt agent middlewares. We're starting off with one the most popular middlewares, human-in-the-loop! Require approval on sensitive tool calls before execution in just 1 LOC!
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LangSmith for Improving Agent Quality at Scale
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Why we built LangSmith for improving agent quality
— LangChain (@LangChain) 4 novembre 2025
As more agents move into production, teams need to move beyond vibe-checking and bring rigor to how they understand agent behavior at scale.
In this video, the LangSmith engineering team and Harrison (@hwchase17) sit down to… pic.twitter.com/q7jrXfWJo1Why we built LangSmith for improving agent quality As more agents move into production, teams need to move beyond vibe-checking and bring rigor to how they understand agent behavior at scale. In this video, the LangSmith engineering team and Harrison (
@hwchase17
) sit down to -

ALPHA Agent AGI Ethereum Launch Announcement
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[ 1.ALPHA.AGENT.AGI.ETH ] Website : https://
agialpha.com $AGIALPHA #AGIALPHA -
Agents Handle Snorkel-Contributed Tasks at Upcoming Event
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Excited for this release — can't wait to see how agents handle the Snorkel-contributed tasks! We'll be at the event too — see you there!
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Stress-Testing AI Model Specifications Reveals Underlying Preferences
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Stress-testing model specifications, led by Jifan Zhang. Generating thousands of scenarios that cause models to make difficult trade-offs helps to reveal their underlying preferences, and can help researchers iterate on model specifications.
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AI Agents for Personalized Learning in Education
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AI Agents for Personalized Learning revolutionize my teaching.
They provide tailored experiences and solve education challenges.
• Use adaptive platforms
• Customize lesson plans
• Address individual needs Click below to read more: https://
godofprompt.ai/blog/ai-agents
-for-personalized-learning-use-cases
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Perplexity will allow its Assistant to record meetings
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Perplexity will enable its Assistant to join and record meetings so it can send out meeting summaries to participants. All capabilities will be adjustable. * Not available yet
