
The most expensive two words in AI work: "just summarise".
“Just summarise” quietly throws away the detail you'll need later. Why the second law of structure over vigilance is the one everyone breaks by lunch.

A wrong name sat in a file for six months. Nobody did a thing wrong.
A wrong value sits in a file for six months and no alarm sounds — because going stale isn't an event. The drift law, and why memory-held rules fail.

AI doesn't forget. So why do our systems still rot?
AI doesn't get bored or forget — yet the systems we build with it still rot. The reason: we keep putting our guarantees in vigilance, not structure.
When Centuries Compete: Condorcet's 18th Century Collective Reasoning and Modern AI Agent Competition
How principles from 18th century probabilistic reasoning can be combined with modern autonomous agent systems to improve artificial intelligence validation and reliability. An original theory exploring the surprising alignment between Enlightenment era mathematics and competitive AI testing.

Thailand, Take Two: The AI Scene We Couldn’t Find in November
Back to Thailand in February — and this time the community was switched on. Thailand’s biggest fintech opening its doors for an AI meetup, and a Chiang Mai library full of builders being honest about what actually works.