~/talk

From Bias to Balance: TANGO’s Hybrid-Intelligence Platform

Talkat SFSCON 2025 · 2025-11-07..11-08· [ai-assisted-development]
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Modular Python platform that serves models via a multi‑purpose REST API and an explainability layer that produces audience‑specific explanations; supports runtime feedback through sessioned invocations so a later prediction reads prior feedback. Pilots include maternal‑care triage, credit allocation and pre‑operative aorta segmentation where the model finds the full aorta unlike commercial alternatives. Everything is released open source. hybrid learning API audience‑specific explainers aorta segmentation outperforms commercial models Apache V2, 25‑partner consortium

AI-written summary · about

  1. 0:00Introduction to TANGO project
  2. 2:57TANGO’s three pillars of trustworthy AI
  3. 6:49Real-world use cases and demos
  4. 10:08Live demo of TANGO platform
  5. 12:13Q&A on clinical feedback process
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