Confirmed for Seoul Alignment Workshop: @steverab (@Princeton), on the opening panel on the capability-reliability gap. He works on when machine learning systems can be trusted: uncertainty, calibration, knowing when a model should abstain. The premise underneath it: a capable system and a dependable one are not the same, and the gap has to be measured, not assumed.
Princeton's Steve Rab to address model calibration and abstention in agentic AI at the Seoul Alignment Workshop
FARI Research hosts the panel on model dependability gaps
Users in the replies express enthusiasm for the Seoul AI Alignment Workshop addressing the capability-reliability gap because they work in the same topic from a cognitive ergonomics perspective and want to connect.
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Very excited to discuss the capability-reliability gap in agentic AI at the @farairesearch Seoul Alignment Workshop next week!
Confirmed for Seoul Alignment Workshop: @steverab (@Princeton), on the opening panel on the capability-reliability gap. He works on when machine learning systems can be trusted: uncertainty, calibration, knowing when a model should abstain. The premise underneath it: a capable system and a dependable one are not the same, and the gap has to be measured, not assumed.

@steverab @farairesearch Nice ! I work in the same topic but from a cognitive ergonomist’s pov. Let’s connect ?