~/talk

Highlights - Predictive Computing: A.I. Gets Real

Talkat DLD 2014 · 2014-01-19..01-21· [machine-learning, large-language-models]
name:G.John
links:none on file
name:M.Saxena
links:none on file
name:B.Medlock
links:none on file
name:W.Vogels
links:none on file
slides:none on file

Argues that machine learning models now turn past data into reliable future predictions, enabled by cloud+mobile providing essentially unlimited compute; claims practical deployments like Watson oncology advisor act as decision advisors not replacements for clinicians and thus augment care rather than automate it away. Predicts most disruption arrives over the next 5–10 years, says success depends on clear accuracy metrics and on convincing users that access to sensitive data yields measurable value.

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