Long-context quality probes and KV-cache research on local GPUs: retrieval is not utilization.
A self-hosted field notes and project management PWA for contractors and tradespeople. Take notes on-site, attach photos, transcribe audio, manage tasks, and sync with your billing software — all from a single installable web app.
Field notes from a solo, fully-traced exploration: stress-testing a 3D-engines ↔ LLM-reasoning analogy across 26 runs — a Game of 24 search harness plus two companion studies. Modest capability gains, honest negative results, and one meta-finding replicated three times: your harness is the first suspect.
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