Alan Chan, GovAI · "The Cognitive Revolution" · Governing AI Agents: Alan Chan of GovAI on Monitoring, Agent IDs, Rogue Agents & Preparing for RSI
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recommended using contextual classifiers that evaluate the entire conversation history rather than single input/output pairs
“I think we've seen a pattern of employees being evaluated on AI usage… tracking usage of tools is the absolute wrong way of going about evaluating output.”
“I’d go through every fix a person made to an agent’s work… propose a rule… add each approved rule as a test using the original input and the accepted output.”
“We rather think it's useful to instead use the direct carbon prices that sectors are subject to rather than just using a blanket shallow carbon price.”
“Using ultrasound and taking your time to make sure you get the vessel with one stick and rather than flailing around...”
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