AI Development's Biggest Trend Is the System Around the Model
Loops, specifications, tool permissions, traces and evaluation are becoming the competitive layer as coding models grow more capable and more available.
Jul 28, 2026

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60 stories for“evidence”
Loops, specifications, tool permissions, traces and evaluation are becoming the competitive layer as coding models grow more capable and more available.
Jul 28, 2026

A hands-on Qatar technology program is guiding 124 young participants from ideas toward viable startups. The deeper value lies in learning how to test, build and adapt.
Aug 1, 2026

The rules that made sense when a teacher was the only source in the room are now the ones causing damage. The answer is not less rigour. It is rigour moved to the place where it still means something.
Aug 18, 2026

A natural death, an official report and an ordinary second autopsy were absorbed into a story about silencing. The mechanism behind that is predictable, and it is worth understanding.
Jul 8, 2026
