The Model Is Not the Architecture
DeepMind's specialized systems show where reliable AI capability actually comes from
Sep 5, 20266 min read13
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#software-engineering
Articles tagged with #software-engineering
An Agent API Migration Is an Ownership Audit
Replacing Assistants with Responses changes who owns configuration, state, orchestration, and operational evidence.
Sep 1, 20266 min read4
A Tool Result Is Evidence, Not Ground Truth
MemToC shows how easily small instruction models replace a correct answer with a plausible wrong tool payload.
Aug 30, 20267 min read5
Code Generation Is Fast. Verification Is Not.
A 48-project study shows where agentic IDE speed turns into reviewer work.
Aug 27, 20266 min read8
Are These Really Accidental Leaks?
Don’t Copy “Leaked” System Prompts. Study Their Architecture Instead.
Aug 25, 20268 min read40
Benchmark the Model–Harness Pair, Not the Model
A coding model's runtime can change cost by orders of magnitude without producing a dramatic pass-rate gap.
Aug 24, 20266 min read57