Episode 18: High-Stakes AI Systems and the Cost of Getting It Wrong
Episode 18: High-Stakes AI Systems and the Cost of Getting It Wrong

Episode 18: High-Stakes AI Systems and the Cost of Getting It Wrong

Episode publish date
June 19, 2025 9:15 AM (UTC)
Last edit date
Jun 23, 2025 2:22 PM
Last snip date
June 23, 2025 3:21 PM (GMT+1)
Last sync date
June 23, 2025 3:22 PM (GMT+1)
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High Signal: Data Science | Career | AI

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14
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Episode show notes

Your snips

[00:00] Mastering Decision Accuracy Over Time

[03:49] Career Journey From Groupon to Healthcare

[08:12] Build Trust Through Deep Metrics Understanding

[12:40] Data Teams: From Bottlenecks to Backbones

[16:29] Create Shared, Causal Metrics

[21:51] Retaining Talent Through Mission and Team

[25:32] Favor Full-Stack Practitioners

[29:16] ML Powers Alto Pharmacy Automation

[34:45] AI Assistant Supports Pharmacist Decisions

[39:56] Using LLMs as Smart Preprocessors

[44:17] Prioritize Safety in AI Automation

[48:21] Measure Safety, Quality, Efficiency

[52:27] Future Data Leaders' Key Skills

[55:34] Lead By Shaping Decision Framework