Super Data Science: ML & AI Podcast with Jon Krohn 964: In Case You Missed It in January 2026
31 snips
Feb 6, 2026 
Sinan Ozdemir, O'Reilly educator and AI entrepreneur who builds evaluation frameworks. Vijoy Pandey, Cisco researcher exploring distributed artificial superintelligence and collective intelligence. They discuss why task-specific evaluation matters beyond simple accuracy. They explore precision versus recall tradeoffs. They compare human language evolution to shared intent in large-scale AI systems.
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Reward AI Transparency
- Incentivize employees to disclose AI use rather than punish them to surface productive "secret cyborgs."
- Create labs or rewards to refine and distribute effective prompts and workflows across the org.
Agent Hype Vs. Enterprise Reality
- Enterprise agent hype outpaced practical, secure implementations in many companies.
- Sadie St. Lawrence found the enterprise divide between promise and deployment disappointing in 2025.
Using Grok In A Tesla
- Sadie uses Grok in her Tesla for seamless chat-style brainstorming during commutes.
- She contrasts that pleasant in-car experience with disappointing phone AI interactions.
