~/talk

Keynote: AI in the Real World: Today and Tomorrow

on YouTube 26m
Talkat Open FinTech Forum 2018 · 2018-10-10..10-11· [machine-learning]

speaker

name:Hilary Mason
website:http://hiddendoor.co

resources

video:https://youtu.be/XsIAqv8Blxw
slides:none on file

summary

Argues that practical AI is about production patterns not sci fi, showing concrete wins and failures: Google Maps traffic as a boring, deployed ML system; a persistent named entity disambiguation bug that keeps misattributing photos; prototype natural language generation that writes real estate ads and lets a bank auto‑write ~80% of compliance reports; deep learning successes and odd misclassifications (crabs vs burgers); workflow: validate, optimize algorithms, then operationalize, with interpretability and ethics tools integrated.

AI-written summary · about

chapters (4)

  1. 0:00Start
  2. 8:00A personal example of being an edge case.
  3. 14:43Validate against robust criteria
  4. 16:37Progressively explore risky capabilities.

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