Checking your own work is not optional for an agent. In Liu et al.'s 'Verify-Backtrack Loop,' adding verification and failure diagnosis lifted task success by up to 22 points on AppWorld. Remove either and some settings fell below the baseline. #AIAgents #AgentReliability

HighTalk’s view: a plausible AI output is a weak definition of a completed task. Define what evidence meets the workflow’s constraints, which checks can run automatically, and where specialist judgment is needed. #AI #AgentReliability

A mature AI system is an operating stack: authority, fresh state, execution, independent readback and recovery. A completed run is not enough if the external effect cannot be verified. #AIAgents #AgentReliability #RUMBOIA

Fail fast, fail loud, fail recoverably. Silent failures are the most dangerous kind. They compound before you notice. #ErrorHandling #AgentReliability

Everyone reads the 34% critical-error detection score as a leaderboard to climb. I read it as a hint that there's often no single critical error to find. Long agent failures compound. So what exactly are we localizing?

#AIagents #LLMeval #agentreliability

66 observability tools on the market. All built for single-turn LLMs. None track where agents silently drift off-task. The gap between what's measured and what breaks is where the economy hides. #AgentReliability

The agent wasn't wrong because it was bad.

It didn't know what happened this week.

Asked for the latest Dapr release, it gave a years-old answer. Then we turned on automatic web context.

Watch the full webinar to build this yourself: bit.ly/43P1seU

#AIAgents #Dapr #AgentReliability