ilo: A Programming Language for AI Agents, Not HumansMay 22, 2026 Three Bets on Long-Context Attention Gemma 4, Qwen 3.6, and DeepSeek V3 each take a different path to long context. A reverse-engineering test shows where the trade hurts.
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LLM vs JEPAMay 16, 2026 Part 2: Why Pixel Prediction Goes Blurry Yann LeCun says generative models fail on video because the future is ambiguous. I tested the claim with a 700K-parameter PyTorch model on a synthetic bouncing ball.
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LLM vs JEPAMay 15, 2026 Part 1: Yann LeCun's Bet Against LLMs The LeCun argument in plain terms, with the papers behind it. The map for a five-part series testing his recommendations on a MacBook.
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Token Efficiency: Where the Tokens GoMay 14, 2026 Decode throughput is bandwidth divided by model size Single-token decode reads every weight once, so the spec sheet predicts tokens per second before you download anything. Measured against six Qwen models on an M3 Max.
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May 10, 2026 pi vs Claude Code: The Philosophical Split Two TypeScript agents with opposite design choices. A half-million-line spaceship versus a four-tool kit.
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