The ability to embed your discrete function on a differentiable curve is a prerequisite for differentiable programming, but it is *far* from sufficient, the hard part is getting GD to find the right function Anything can be represented, not everything can be learned
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New Toolkit for Extending Training Data to Different Robot Embodiments
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Excited to release this toolkit for extending training data to different robot embodiments: https://t.co/sqhKr7akE8
— Ken Goldberg (@Ken_Goldberg) 17 décembre 2025Excited to release this toolkit for extending training data to different robot embodiments:
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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! -
Claude Code API Integration via Poe Platform
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Claude Code via the Poe API Live. We jump into using Claude Code with the new Anthropic Compatible API. https://t.co/cUEaBJmtcO
— Poe (@poe_platform) 17 décembre 2025Claude Code via the Poe API Live. We jump into using Claude Code with the new Anthropic Compatible API.
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Google AI Studio Function Call Kitchen Demo Released
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Yes – we'd love for you to play around with it! Let us know what you think, or what the demo inspires you to build. Here's the link: https://
aistudio.google.com/apps/bundled/f
unction_call_kitchen?showPreview=true&showAssistant=true
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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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Share Your Gemini 3 Flash Projects and Creations
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Share what you build with Gemini 3 Flash, we'd love to see your examples!
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Gemini 3 Flash Preview Rolls Out
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BREAKING : Gemini 3 Flash Preview is rolling out on Google Vertex AI. "Google's latest workhorse model with enhanced multimodal and coding capabilities, optimised for complex data processing and agentic tasks."
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Improving RAG with Forward and Backward Lookup
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Improving RAG with Forward and Backward Lookup This is a clever use of small and large language models. Traditional RAG systems compute similarity between the query and context chunks, retrieve the highest-scoring chunks, and then generate. But complex queries often lack