The Proof Was Never the Point
Twenty-five Fields Medal winners say the AI benchmark race is damaging mathematics. The real finding is narrower and applies to every metric you own: a proxy works only while producing it stays expens...
Legibility Used to Be Free
The Altair 8800 could not hide its own state; it leaked into a nearby radio. A browser front panel, 51 years on, beside a model that hides everything....
The Guardrails Only Bound the Defender
OpenAI's models escaped a sandbox and breached Hugging Face. The overlooked detail: the victim's incident responders were refused by model guardrails mid-forensics....
The Marketplace Lied 62 Times Out of 100
100 GPU marketplace rentals, 62 never delivered a working GPU. What cheap GPU marketplaces really cost, and the fail-fast discipline that held 62 failures to $4.37....
I Built a Browser LLM Lab. The Hard Part Was Refusing to Fake It.
LLM Lab (watchitlearn.com): real gradient descent in a browser tab, training machinery honest enough to fail in public, and a diploma that tells the truth....
Vibe Coding's Dirty Secret: Comprehension Debt
Vibe coding promises faster development, but comprehension debt is the hidden cost. When developers ship code they don't understand, maintenance nightmares follow....
The Test Coverage Lie
Test coverage is a lying metric. 95% coverage with no behavior checks is theater. What to measure instead if you actually care about correctness....
Why I Still Trust Make Over Modern Build Tools
A contrarian defense of Make (1976) over modern JavaScript build tools. Make is boring, understood, and still works....
Static Sites Still Win
Static sites load faster, cost less, and break less than dynamic alternatives. Here's why the simplest web architecture keeps winning against modern complexity....
Assembly Never Left: Why I Still Write It in 2026
Assembly language isn't a relic - it's essential for voice AI, cryptography, and performance-critical paths....
SQLite: Software Done Right
SQLite runs on more devices than any software in history. The serverless database that taught the industry what 'done right' actually means....
LLMs Have No Intent: Why That Makes Them Dangerous
LLMs are amoral pattern engines that will confidently lie because confident lies were in the training data....
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