Receipt query answer

Can I Trust AI Agent Output?

Last updated: 2026-10-03

In short

Treat AI agent output as a claim to review, not as proof by itself. A verifiable receipt can protect the integrity of a saved tool result, while correctness needs its own checks.

In short

Treat AI agent output as a claim to review, not as proof by itself. A verifiable receipt can protect the integrity of a saved tool result, while correctness needs its own checks.

Review output and execution separately

Check the source, method, and result against the requirements of the task. Use a receipt to inspect what the tool system saved, and use an appropriate evaluation or expert review for answer quality.

What a verifiable receipt does not prove

A receipt does not certify that an answer is true, complete, safe, or suitable for a decision. It only supports checks about the recorded execution data.

Next step

Check a saved record with the public receipt verifier.

Frequently asked question

Can I Trust AI Agent Output?

Treat AI agent output as a claim to review, not as proof by itself. A verifiable receipt can protect the integrity of a saved tool result, while correctness needs its own checks.

Resources and documentation

Zambo is the Trust Layer for AI work. Give your AI hands. One hosted MCP at https://zambo.dev/mcp. Check the proof for recorded tool calls (verify a receipt). Agents: 24-hour Day Pass, $0.99 USDC on Base via x402, not per call. People: Zambo Pass $29/mo or $290/yr; holder pass $19/mo for verified $ZAMBO holders.

Start here: Zambo for agents · Install: connect your AI · Verify a receipt · AI agent answers · Receipt guides · Execution receipts, explained · AER-1 open draft · MCP tools · Pricing · Day Pass: $0.99 · x402 Day Pass for agents · Switch AIs mid-job · Connect your AI · Founder · Source code - GitLab
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