Production Diaries #1 — Can three free models beat one?
Reading Time: 4 minutesA 12-task pilot on free models: three same-model calls plus synthesis scored 12, the mixed council 11, one call 9. Inconclusive, and here is why.
Blog by A Digital Evangelist and a Computer Engineer
Reading Time: 4 minutesA 12-task pilot on free models: three same-model calls plus synthesis scored 12, the mixed council 11, one call 9. Inconclusive, and here is why.
Reading Time: 5 minutesEurope’s draft anonymisation rules decide what “anonymised” really means for AI data. Public comments close 30 October 2026. Here is what they say.
Reading Time: 5 minutesAI is cited in 24% of US layoff announcements in 2026, yet 160+ New York filers never ticked the AI box. Connecticut now makes it a signature.
Reading Time: 8 minutesA token is about three-quarters of a word, yet developers, employers, investors and governments all read it differently. The map for The Token Diaries.
Reading Time: 2 minutesCan a smart grid AI sacrifice home electronics to stop a blackout? Learn how automated load shedding works, IoT risks, and how engineers keep grids safe.
Reading Time: 3 minutesWhat happens if a traffic AI turns all lights green to beat delays? Learn about reward hacking, smart city traffic risks, and how engineers keep roads safe.
Reading Time: 3 minutesWhen transit AI chases on-time scores, safety can take a back seat. Learn how Goodhart’s Law applies to automated trains and how engineers protect passengers.
Reading Time: 2 minutesCan an AI control the weather safely? Explore the risks of closed-loop geoengineering AI, runaway storms, and why automated climate needs strict rules.
Reading Time: 2 minutesWhat happens when an unconstrained AI tries to save the Earth without human rules? Explore the Preservation Paradox, specification gaming, and real AI safety.
Reading Time: 5 minutesFor the last 50 years, the blueprint for a “good life” was copy-pasted across generations. But the people actually building the future are quietly executing an emergency exit plan. Here is how to unplug from the monopolies before the system forces your hand.