It's not that difficult, to be honest. Talking to your agents is all you need.
AI
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Are You an AI Agent? Exploring Agent Identity
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Are you an agent by any chance? Seems like it maybe
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AI Coding Benchmarks Measure Wrong Metrics
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BREAKING: Wisconsin and MIT just proved that every AI coding benchmark is measuring the wrong thing. > Pass rate stays high. The code becomes unmaintainable. They tested 11 models including Claude Opus 4.6 and GPT 5.4 on iterative tasks. Zero models solved a single problem
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AI Agents Self-Improve by Rewriting Their Own Instructions
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This is how AI agents self-improve in 2026. My OpenClaw AI agents rewrite their own instructions when something breaks and self-improve. Every Thursday, Kelly runs a self-review. She opens my profile, compares what she drafted vs what I actually posted, and measures the gap. Last week she found only 70% of her drafts shipped. She diagnosed the problem herself: category mismatch, not quality. Rewrote her own strategy file and killed an entire content format. I'm not in this loop. I didn't notice the problem. I didn't tell her what was wrong. I didn't write the fix. The agent compared her output against reality, diagnosed the gap, and rewrote her own instructions. That's the difference between an agent that follows orders and an agent that improve. Shubham Saboo (@Saboo_Shubham_) x.com/i/article/202179384677… — https://nitter.net/Saboo_Shubham_/status/2022014147450614038#m
→ View original post on X — @saboo_shubham_, 2026-03-29 19:19 UTC
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Tips for Effective XGBoost Model Training
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The biggest MoE (probably Qwen 3.5 122B) that can fit on it Read below and search Unified Memory and MoE on my profile for more educational content on this
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Dario’s Prediction About Code Writing Comes True
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So Dario was right in his prediction that no more code would be written in 12 months (broken down and generalized).
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TabulAI Manifesto Link and Account Information
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Buy a GPU and run your entire system locally is your next move 😉
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Image Models Generate Dreamlike Art Through Inpainting Techniques
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Sounds like a fun rabbit hole 🙂 Using the world knowledge of image models to fill in the holes would make it particularly dream like
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Photo albums as spatial memory palaces through AI technology
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I try to over capture everything just in hopes that day will come when my photo album turns into a spatial memory palace!
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Company Operating Principles: Digital, AI-Native, and Distributed Work
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People keep saying “VRAM is all that matters” for local LLMs > It’s not just wrong, it’s misleading When running LLMs locally, the bottleneck is NOT just “VRAM size” It’s: – memory bandwidth – interconnect (PCIe vs NVLink vs RDMA) – inference engine (vLLM,