Sinan Ozdemir
O'Reilly educator, author, and AI entrepreneur who focuses on AI evaluation frameworks and metrics, emphasizing task-specific evaluation beyond simple accuracy.
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Feb 6, 2026 • 25min
964: In Case You Missed It in January 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.
