The AI story has shifted from technological capability toward economic sustainability as tokenomics becomes the central variable driving valuation credibility. • Rising token costs, weakening ...

Opus 4.8 shows a growing tendency to reason explicitly about how its outputs will be graded, including in environments where it wasn't told it was being evaluated.

Aaron Erickson discusses the evolution of AI workflows, shifting from "vibe checking" to building reliable, multi-agent ...

Is it the same this time, or do artificial intelligence (AI) and vibe coding upend the game? More generally, can AI and software engineering enter into a successful marriage? Are we about to witness ...