Checking and Refining the Agent's Reasoning › Limitations and Considerations

While verification is powerful, it's not magic. Keep these limitations in mind:

Verification isn't perfect: The agent can still miss errors, especially subtle ones. It's checking its own work with the same reasoning capabilities that produced the initial answer.

It adds cost and latency: Each verification pass means another API call, which takes time and costs money. Use verification judiciously for important decisions, not every trivial query.

Over-verification can confuse: Asking the agent to verify too many times might lead it to second-guess correct answers or introduce new errors.

Some errors are hard to catch: If the agent fundamentally misunderstands the problem, verification might not help. It will just verify the wrong approach more confidently.

Think of verification as a safety net, not a guarantee. It significantly improves reliability, but it doesn't eliminate the need for human oversight on important decisions.