Recursive reasoning beats multi-billion-parameter models You can now easily train your own 7M param model from scratch and outperform DeepSeek-r1 on ARC-AGI 1 We provide a simple speedrun script that handles setup, training, and eval in one go.
OPEN SOURCE
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Open-source AI paper implementation with pretrained weights released
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Checkout our adaptation of @jm_alexia
's work here: https://
github.com/alphaXiv/paper
-implementations
… We also provide pretrained weights for Sudoku, Maze, and ARC-AGI for easy evaluation! -
LangSmith Tracing with Claude Code Agents Feedback Loop
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LangSmith + Claude Code / Deepagents Pairing LangSmith tracing w/ code agents provides a powerful feedback loop. Here, we show examples of that w/ langsmith-fetch + Claude Code / Deepagents. langsmith-fetch CLI: https://
github.com/langchain-ai/l
angsmith-fetch
… : https://
youtu.be/zpgFl4N4DIc -
SAM Playground Preview and API Hosting Requirements
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The playground provides a quick preview of what SAM can do, you’ll have to host for API level interoperability.
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Hindsight: Agent Memory System for Smarter Learning
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Agent Memory That Works Like Human Memory! Hindsight is an agent memory system built to create smarter agents that actually learn over time. Here's the biggest problem: Existing open-source memory solutions rely heavily on RAG, vector databases, and knowledge graphs. These are
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Chinese AI Companies Pivot to Open Source Over AGI Competition
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It’s due to LLM/AGI. The opportunity has gone from within-China to global. And while top American LLM companies chose to pursue AGI, Chinese companies cannot raise the funds to compete, so they’ve chosen open source
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Mistral Announces New Creative Model
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Mistral announced a new mistral-small-creative 32k model on their Discord! An experimental small model designed for creative writing, roleplay and character-driven dialogue, general-purpose instruction following, and conversational agents.
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Open source world model? Christmas 2025 is dope!
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Open source world model?
— Robert Scoble (@Scobleizer) 17 décembre 2025
Christmas 2025 is dope! https://t.co/5lB0hOOy8vOpen source world model? Christmas 2025 is dope!
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SAM Models Launch: Excitement for Community Creations Ahead
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It’s been amazing to see the SAM models take flight, we can’t wait to see what the community builds
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SAM Audio: Unified Model for Sound Isolation from Complex Mixtures
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🔉 Introducing SAM Audio, the first unified model that isolates any sound from complex audio mixtures using text, visual, or span prompts.
— AI at Meta (@AIatMeta) 16 décembre 2025
We’re sharing SAM Audio with the community, along with a perception encoder model, benchmarks and research papers, to empower others to… pic.twitter.com/FuMJyULmJRIntroducing SAM Audio, the first unified model that isolates any sound from complex audio mixtures using text, visual, or span prompts. We’re sharing SAM Audio with the community, along with a perception encoder model, benchmarks and research papers, to empower others to