Dry-run-first Python toolkit for standardized scientific telephone surveys with a bilingual local workbench.
Consent-first CALL-E callback gate for extreme-risk developer-agent safety escalations.
The phone agent that refuses to guess. One disclosed verification call per healthcare directory listing: every answer cites its verbatim transcript span, reconciliation shows its arithmetic, and a conformal gate abstains rather than guess. CALL-E hackathon, Sep 2026.
CALL-E hackathon: voice signals for Customer Success — ring the CS owner, not the customer.
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