Why do all the bots sound the same.
GENERATIVE AI
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Codex Coding Agent Leadership Shaping the Future of Building
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Codex is on fire right now. It’s the hottest and most successful coding agent in the game. What makes Codex special is the leadership behind it. Sharp minds. Clear vision. Just pure building energy. Big shoutout to the people holding it down and pushing the community forward every single day. You guys are not just managing, you’re shaping the future. @romainhuet @thsottiaux @dkundel – my Favourites.. These guys are not just part of the system. They are driving it. Day by day, step by step, making Codex better, faster, stronger. You can feel their impact. building has never been this easy. You just need to start. We are living in a time where dreams are not just dreams. They are drafts waiting to be shipped.
→ View original post on X — @romainhuet, 2026-04-04 15:30 UTC
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LevangieLabs: Cognitive Architecture Enhancing LLM Capabilities
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It is https://
levangielabs.com It is a cognitive architecture that greatly improves the LLMs it sits on top of. https://
alignednews.com was built completely with it. @blevlabs built it. -
AI Systems Demonstrate Remarkable Personal Understanding Capabilities
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Wow this is so specific and personal. It’s like they know me better than I know myself!
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Real Grounding Failure in AI Approaches
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the failure of real grounding pervades the entire approach
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Defining AI Hallucinations: Narrow vs Broad Interpretations
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Do you take a narrower or broader meaning for the term “hallucination”? Does it mean (only) overgeneralizations and confabulations? Or do you also include, for example, boneheaded errors that could have been solved by search?
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EasySteer: Unified Framework for High-Performance LLM Steering
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Want to precisely control your LLM's behavior without expensive retraining? New research from Zhejiang University unveils EasySteer, a unified framework for high-performance and extensible LLM steering. It's a unified framework that lets you finely tune LLM responses in real-time by subtly adjusting their internal 'thoughts' or hidden states. This lightweight method offers modular control and pre-computed steering options, sidestepping costly model retraining. EasySteer achieves a game-changing 10.8-22.3x speedup over current methods. It dramatically reduces common LLM issues like overthinking and hallucinations, making advanced steering a robust, production-ready tool for deployable, controllable language models. EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering Paper: arxiv.org/abs/2509.25175 Code: github.com/ZJU-REAL/EasyStee… Our report: mp.weixin.qq.com/s/dxuJHvXOf… 📬 #PapersAccepted by Jiqizhixin
→ View original post on X — @jiqizhixin, 2026-04-04 14:53 UTC
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Gemma 4 directs SAM 3 and RF-DETR for local video analysis
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Gemma 4 watches raw video. Understands the scene. Then prompts SAM 3 to segment and RF-DETR to track.
— Maziyar PANAHI (@MaziyarPanahi) 4 avril 2026
One AI directing two others. Fighter jets. Crowds. Aerial defense footage.
All three models running locally on a MacBook. No cloud.
What scene should I point this at next? pic.twitter.com/vNVgVloAGBGemma 4 watches raw video. Understands the scene. Then prompts SAM 3 to segment and RF-DETR to track. One AI directing two others. Fighter jets. Crowds. Aerial defense footage. All three models running locally on a MacBook. No cloud. What scene should I point this at next?
→ View original post on X — @huggingface, 2026-04-04 14:44 UTC
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Frontier Labs May Cut APIs in Compute-Constrained Future
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I think it’s @NaveenGRao who said it before but wouldn’t be surprised if the frontier labs cut their APIs entirely at some point. In a compute constrained world, they’ll always prioritize their own direct products/customers. Makes it scary and unsustainable to only build on top