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The finger-tapping test that decides Parkinson's medication, measured on your iPhone.
Bank run-risk from public filings — ranked SVB #1 of 4,713 banks five months before it failed.
A clinic voice agent that fact-checks itself against real policy before it speaks — using Moss for sub-10ms retrieval inside a live call.
Verifies bug reports by actually running them, and is only allowed to interrupt you five times a day.
A human coordinator can hold one phone call. mobilize holds several at once and knows which "yes" is real — 93.7% of confirmed donors actually show up, vs. 86.3% trusting every stated yes.
Your render farm's dashboards are green. Your movie is broken. SECOND UNIT is the only thing checking the picture.
An ops console where every UI action has a matching tool, enforced by CI, so it's fully operable by an agent alone, no mouse required.
An agent can fill out your visa application, but it can't sign your name. High-stakes paperwork with a permission boundary enforced in code, not just the UI.
An issue tracker where your agent is a real teammate: it triages, dedupes, and reprioritizes with tools that change live as you select issues, not a fixed list.
Reads the actual UK visa rulebook, not outdated guides — 2 of 6 university pages we checked still show pre-2025 figures. Tells you exactly when you qualify.
Crucible attacks its own AI agents every night with a deterministic tripwire — not an LLM's opinion — then writes the fix and proves it holds before dawn.
Insurers reject claims by citing rules that already expired. Overturn catches the contradiction, drafts the appeal, and won't file until a human signs it.
Agentic memory as a distributed SQL problem — transactional, temporal, self-correcting memory on CockroachDB + AWS.
Catches silent ML failures — target leakage, stale upstream data — before they hurt you, by reasoning over DataHub's lineage graph. Discovers risk itself, writes fixes back as real PRs.
