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Policy2026-08-05 · source-backed
arXiv 2608.03626 restructures the lifecycle around security boundaries rather than workflow efficiency: 32 stages across Data, Model, Distribution and Application layers plus a 12-stage LLMOps pillar and 9-category governance pillar, with 13 stages newly separated because they expose distinct concerns. Mapped against NIST AI RMF, the EU AI Act, and ISO/IEC 42001, it surfaces a structural gap: governance evidence clusters at deployment-facing stages visible to regulators, while data selection, alignment strategy, and capability boundaries get decided at development-facing stages with the lowest regulatory visibility. That's a compliance-theater diagnosis with a map attached.
Each link below shares sources, entities, or timing with this story.
Simon Willison released LLM / Shared entity: LLM / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; overlapping topics (data, model).
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; overlapping topics (against, data).
Simon Willison released LLM / Shared entities / Earlier coverage
Linked by a graph relationship (Simon Willison released LLM); both cover LLM, Model; earlier LLM coverage from 2026-07-31.
Simon Willison released LLM / Same source domain / Shared topic / Tension
Linked by a graph relationship (Simon Willison released LLM); reported by the same outlet (arxiv.org); overlapping topics (against, data, model).
Simon Willison released LLM / Same source domain / Shared topic
Linked by a graph relationship (Simon Willison released LLM); reported by the same outlet (arxiv.org); overlapping topics (alignment, boundary, data, model).
Simon Willison released LLM / Shared entity: LLM / Shared topic / Earlier coverage
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; overlapping topics (data, model).
Simon Willison released LLM / Shared entities
Linked by a graph relationship (Simon Willison released LLM); both cover LLM, Model.
Simon Willison released LLM / Shared entity: LLM / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-18.