Your Agent Aced the Task. Will It Do It Again?

IBM Research has introduced the Consistency Analyzer and consistency guidelines in ALTK-Evolve, targeting the problem of agents producing unstable results across multiple runs of the same task, cutting the agent consistency gap from 24.4pp to 12.0pp.