The Best Result This Week Was a Failed Prediction — Phase-3a Doesn't Transfer
Part 3 of the quantization series. Yesterday I tested whether Part 1's drift-inversion intervention generalizes beyond granite. I wrote down a falsifi…
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Fail-Open Pipelines Are Half the Answer: The Findings Tracker Is the Other Half
I. The 65% datum Real Python's recent audience research surveyed 278 Python developers about agentic coding workflows. 65% reported being stuck on a c…
How to keep bug bounty findings alive in the queue: the HEAD verification matrix
How to keep bug bounty findings alive in the queue: the HEAD verification matrix A practical pattern for researchers waiting weeks-to-months between r…
How to Read Technical Docs in the AI Era: Distilled Reading
The Unfinished Docs Problem We're often told to read more technical documentation. But the reality I've encountered is: some docs are so long that rea…
m0lz.01: Does it make sense to me?
Does it make sense to me? That is the bar I wanted for m0lz.01. I do not need another content calendar, another notes app, or another agent that says …