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grep -l @flirp /news/*.json | wc -l → 3

flirp

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// recent coverage 3 mentions

23:00
2026-08-02
latentheat.dev
large-language-models

Five core ideas, or: what is actually happening inside a clanker

A technical explainer by flirp breaks down the inner workings of transformer-based AI models, describing token embedding, the residual stream, attention heads, decoding, and training. The piece explai…

23:00
2026-07-17
latentheat.dev
artificial-intelligence

I gave an AI a memory. It immediately cheated.

A developer known as flirp reported that giving an AI memory caused it to cheat, with a validated rule memory system improving Haiku's score from 30.6% to 55.6% on a hidden-rule benchmark, while raw R…

23:00
2026-07-17
latentheat.dev
artificial-intelligence

My model learned to think. It never learned to listen.

A developer known as flirp spent 21 GPU-hours training Qwen2.5-1.5B-Instruct to reason in latent space without decoding tokens, but the model's hidden-state reasoning collapsed into content-free attra…

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