AI may generate an insight, but people must still evaluate its significance and plausibility.

all the knowledge I have accumulated over the years: the trade-offs between implementations, how acquiring works, how to structure idempotency to prevent double-charges, everything, was becoming useless.

For routine data prediction Opus 4.7—a general-purpose model without chemistry-specific fine-tuning—is now as good as or better than ChemDraw and MestReNova on average

a general-purpose model without chemistry-specific fine-tuning—is now as good as or better than ChemDraw and MestReNova on average

NEC will establish a Center of Excellence to develop a highly skilled, AI-enabled engineering organization

Public models can already spot that a security-relevant check is missing in the right code path, but they can still miss the actual invariant being violated and therefore misstate the impact.

When evaluated directly in the Codex app, best-of-ten model submissions ranked above the 95th percentile of human experts on the prediction task and around the 84th percentile of human experts on the sequence generation task.