this is super interesting, time for upgraded system instructions for AI agents I guess ... but one has to check (with evals) whether system instructions suffice (to ignore sponsored content).
can you elaborate this part please? "The workflow graph also emphasizes the model analyzing its own trajectories and failure cases and then iterating on its progress through an “agent runtime” rather than a static prompt template."