BREAKING: Claude has a secret mode called "Aristotle First Principles Deconstructor." It strips any complex problem down to its fundamental truths, eliminates every assumption you didn't know you were making, and rebuilds the solution from zero. Aristotle invented this
LLMS
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SlopCodeBench: New Evaluation for Iterative Code Generation Quality
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Congrats on the release 🚀 Proud to support research like this that moves the needle on evals and real-world agent performance. Gabe Orlanski (@GOrlanski) We found that agents generate progressively worse code with each iteration. Real developers do not. SlopCodeBench is the only eval that faithfully measures quality degradation on iterative, long-horizon coding tasks. arxiv.org/abs/2603.24755 scbench.ai 🧵 — https://nitter.net/GOrlanski/status/2037560777356238881#m
→ View original post on X — @snorkelai, 2026-03-27 18:57 UTC
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Running Ollama with 1.58-bit Quantization
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Or/and are running Ollama with a 1.58-bit quantization
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LLM-Based Sensitive Data Classification and Drift Detection
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As schemas evolve, keeping sensitive data correctly labeled gets harder. At Databricks, LogSentinel uses LLMs on Databricks to classify columns, apply hierarchical and residency-aware labels, and continuously detect drift, creating tickets for violations. On 2,258 samples, it
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Gemini Live Upgraded with Faster Flash Model for Real-Time Conversations
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Gemini Live just got a massive boost with Gemini 3.1 Flash Live: faster, more natural, and built for longer real-time conversations. https://t.co/kZO1FXseFV
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 27 mars 2026Gemini Live just got a massive boost with Gemini 3.1 Flash Live: faster, more natural, and built for longer real-time conversations.
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MiniMax AI 2.5 Cloud Release: Developers Share First Test Ideas
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Since @MiniMax_AI 2.5 is available on our cloud —devs, we have a question for you. What’s the first thing you’d test with the upgraded algorithm?
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Claude Code with HF Papers CLI for Autoresearch
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Claude code using HF papers CLI to do autoresearch
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AI labs warned: avoid both overly technical and cinematic model names
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I know these are all unreliable leaks of internal code names but please, please AI labs, the only thing worse than calling your models GPT-5.5-xhigh-Codex-nano is giving them names like Agent Smith or Mythos, for obvious reasons.
