Meet Railcode: a secure home for internal apps and agents connected to company data. - build locally with claude code, codex - db, file storage, emai
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Agentic Method — not more prompts, but a workflow that makes model output observable, falsifiable,...
Field note from a few weeks of running agent-mode on a large-ish repo: the thing that quietly wrecks a long session isn't a bad edit, it's context bloat you can't see. The agent keeps pulling more fil
Forecasts of explosive AI progress hinge on AI agents automating AI research. But evidence on whether agents can carry out open-ended AI research is thin. Current evaluations either test agents on nar
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Closed yes/no spatial benchmarks can reward a correct answer even when the image adds little support beyond no-image contexts. Under a fixed forced-choice interface, Visual Credit Audit (VCA) separate
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High-stakes decision systems in credit scoring, fraud detection, healthcare, and industrial safety require reliable uncertainty quantification under severe class imbalance and asymmetric error costs.
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