
The One Extra Click That Makes Chrome's Built-in Gemini Feel Less Intelligent
Nothing is broken. Nothing is slow. Yet one small interaction subtly interrupts the experience, and it highlights an important lesson about designing AI products.

Replacing Assistants with Responses changes who owns configuration, state, orchestration, and operational evidence.

MemToC shows how easily small instruction models replace a correct answer with a plausible wrong tool payload.

A 48-project study shows where agentic IDE speed turns into reviewer work.

Don’t Copy “Leaked” System Prompts. Study Their Architecture Instead.

A coding model's runtime can change cost by orders of magnitude without producing a dramatic pass-rate gap.

Task completion can stay flat while context compression shifts an agent's budget from execution to redundant retrieval.