// Unified Inference and Training Framework for Agent Memory // Most memory-augmented agents are built with duct tape—one system for storage, another for retrieval, a third for training. New research introduces a unified framework that treats agent memory as a first-class, trainable component. MemFactory provides modular, plug-and-play memory components with native GRPO integration for fine-tuning memory management policies through RL. It supports Memory-R1, RMM, and MemAgent paradigms in one framework, with up to 14.8% relative gains over baselines. Why does it matter? As agents move from single-turn tools to persistent assistants, memory becomes the bottleneck. MemFactory gives researchers standardized infrastructure to build, train, and evaluate memory-driven agents without reinventing plumbing for every new approach. Paper: arxiv.org/abs/2603.29493 Learn to build effective AI agents in our academy: academy.dair.ai/
GENERATIVE AI
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Code-as-Policy Framework for Robot Perception and Control
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Very excited about the prospect of Code-as-Policy (CaP) for Robotics!
— Ken Goldberg (@Ken_Goldberg) 1 avril 2026
Esp with recent rapid advances in agentic coding. CaP has potential to quickly combine VLA models with GOFE primitives into interpretable code, observe experiments, and iterate. Initial results are promising: https://t.co/Z60Q1TwbNkVery excited about the prospect of Code-as-Policy (CaP) for Robotics! Esp with recent rapid advances in agentic coding. CaP has potential to quickly combine VLA models with GOFE primitives into interpretable code, observe experiments, and iterate. Initial results are promising: Max Fu (@letian_fu) Robotics: coding agents’ next frontier. So how good are they? We introduce CaP-X: an open-source framework and benchmark for coding agents, where they write code for robot perception and control, execute it on sim and real robots, observe the outcomes, and iteratively improve code reliability. From @NVIDIA @Berkeley_AI @CMU_Robotics @StanfordAILab capgym.github.io 🧵 — https://nitter.net/letian_fu/status/2039342130565357956#m
→ View original post on X — @ken_goldberg, 2026-04-01 14:25 UTC
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AI-Native: Beyond Buzzword in Modern Technology
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How 'AI-native’ is more than just a buzzword… By Claude Mandy @claudemandy via @ForbesTechCncl & @symmetrysystems forbes.com/councils/forbeste… @BetaMoroney @Nicochan33 @enilev @mvollmer1 @mikeflache @antgrasso @FrRonconi @ramonvidall @baski_LA @AkwyZ @Khulood_Almani @sijlalhussain @PawlowskiMario @pierrepinna @sonu_monika @efipm @mvollmer1 @sallyeaves @NevilleGaunt @Corix_JC @enricomolinari @Shi4Tech @wcrpaul @RagusoSergio @RLDI_Lamy @NigelTozer @EstelaMandela @JagersbergKnut @DrFerdowsi @PerBBerggreen @sir4K_zen @AmitChampaneri1 @FmFrancoise @MasterofIoT @dcallahan2 @globaliqx @HLStockenstrom @TheAdityaPatro @ILoveBooks786 @Hana_ElSayyed @CurieuxExplorer @HaroldSinnott @MikeNashTech @SegundoConnect @pchamard @trudydarwin
→ View original post on X — @sallyeaves, 2026-04-01 14:17 UTC
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CLAUDE.md: Reduce Output Tokens by 63%
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Universal CLAUDE.md Claims to cut Claude output tokens by 63%! Drop-in. No code changes. CLAUDE.md is one of the best ways to steer Claude Code. Not surprised to see the efficiency reported here. github.com/drona23/claude-token-efficient [Translated from EN to English]
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Neural Network Generates Real-Time Multiplayer Game Engine
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Via @sallyeaves https://t.co/HO8WaYuX01
— nomoreslaves (@nomoreslaves) 1 avril 2026Via @sallyeaves Gordon Wetzstein (@GordonWetzstein) We built a real-time multiplayer game generated entirely by a neural network—and now you can actually play it. In collaboration with @modal, we just launched the live demo for MultiGen, our diffusion-based multiplayer game engine. Grab some friends and try it here 👇 — https://nitter.net/GordonWetzstein/status/2038987059835306043#m
→ View original post on X — @sallyeaves, 2026-04-01 14:01 UTC
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OpenClaude Reaches 1.4K Stars on GitHub
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repo link → https://
github.com/Gitlawb/opencl
aude
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Claude Code Leaked: Open-Source Community Releases OpenClaude
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THE biggest AI leak of the year happened yesterday. Claude Code’s proprietary source leaked via npm. In under 24 hours, the open-source community reverse-engineered it, stripped the vendor lock-in… …and released `OpenClaude` They literally turned the leaked Claude
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Deep Generative Model for Cell ATACseq and RNAseq Profiling
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A Deep Generative Model for Profiling of cell ATACseq and RNAseq. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
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Using Sonnet for Judging: A Practical Alternative
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Interesting idea! You can also just use Sonnet for judging, it is pretty good by itself
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LeCun Apologizes to AI Researchers in April Fools Joke
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Hey, you are never gonna believe it! @ylecun organized a group phone call with me and @SchmidhuberAI and some of the other people he has ripped off over the years, and *apologized*. He’s a much more mature human being than I had ever realized. Oh wait… April Fool’s!