Use the with-and-without-context likelihood delta as a cheap attribution signal.

LLM uses OpenAI / Shared entity: GRPO / Same source domain / Earlier coverage

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Linked by a graph relationship (LLM uses OpenAI); both cover GRPO; reported by the same outlet (arxiv.org).

LLM uses OpenAI / Shared entity: LLM / Earlier coverage / Tension

Nadella warns against betting everything on one AI model

Linked by a graph relationship (LLM uses OpenAI); both cover LLM; earlier LLM coverage from 2026-07-27.

Simon Willison released LLM / Shared entity: LLM / Earlier coverage / Tension

Simon Willison's Datasette Apps: Claude Artifacts backed by a real database.

Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-19.

Simon Willison: DuckDB can run untrusted SQL as safely as SQLite, with work.

Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-18.

LLM uses OpenAI / Shared entity: LLM / Earlier coverage

Simon Willison just called GLM-5.2 the most powerful text-only open-weights LLM, and he has the receipts

Linked by a graph relationship (LLM uses OpenAI); both cover LLM; earlier LLM coverage from 2026-06-19.

Simon Willison released LLM / Shared entity: LLM / Earlier coverage

Willison's LLM cliché highlighter flags eleven tells of machine prose.

Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-07-19.

Simon Willison says AI agents can't be accountable

Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-07-14.

Simon Willison ships sqlite-utils 4.0rc1 with schema migrations and nested transactions.

Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-22.