FIELD NOTE / LINKEDIN
An autonomy claim needs an owner and a recovery bill.
The short film, the complete written thought, and the evidence behind it.
An autonomy claim needs an owner and a recovery bill.
Video caption
An autonomy claim needs an owner and a recovery bill.
An hour of rescue can erase a minute of automation.
Task ID, authorized scope, trace, oracle and recovery.
My rule: Do this because autonomy transfers work, not only clicks.
#EricFieldNotes
Full written post / accessibility read
When a vendor says its computer-use agent can complete work autonomously, I ask which work, what acceptance test judged it and who recovered the misses. A run can finish its script while operations absorbs exceptions afterward.
Picture a procurement back-office flow in a sandbox. The agent fills forms quickly but a policy mismatch sends one case to a human. If the dashboard counts the form submission as success, the cost moves to the exception team invisibly.
I would require a fixed task corpus with independently verified outcomes, failed and rescued cases, elapsed time, cost and a named operations owner. Review reversals after a later fresh-session check. This is a proposed buyer test, not a benchmark result.
Compare accepted tasks per staff-hour, including exception handling and customer impact. Keep a person accountable for the workflow even when the agent performs the UI work. That is a stronger procurement signal than a ninety-second polished demo.
#EricFieldNotes
Four-beat scene transcript
1. An autonomy claim needs an owner and a recovery bill.
When a vendor says its computer-use agent can complete work autonomously, I ask which work, what acceptance test judged it and who recovered the misses. A run can finish its script while operations absorbs exceptions afterward.
Visual: Task completion alone is an incomplete business metric.
2. The exception moves into a human queue.
Picture a procurement back-office flow in a sandbox. The agent fills forms quickly but a policy mismatch sends one case to a human. If the dashboard counts the form submission as success, the cost moves to the exception team invisibly.
Visual: An hour of rescue can erase a minute of automation.
3. Ask for a complete run receipt.
I would require a fixed task corpus with independently verified outcomes, failed and rescued cases, elapsed time, cost and a named operations owner. Review reversals after a later fresh-session check. This is a proposed buyer test, not a benchmark result.
Visual: Task ID, authorized scope, trace, oracle and recovery.
4. Buy accepted throughput.
Compare accepted tasks per staff-hour, including exception handling and customer impact. Keep a person accountable for the workflow even when the agent performs the UI work. That is a stronger procurement signal than a ninety-second polished demo.
Visual: Do this because autonomy transfers work, not only clicks.
Research and claim limits
- OpenAI Computer use API guide (S159)
- OSWorld 2.1 official repository (S162)
- Playwright Tracing API (S163)
The examples identified as illustrative or simulated are design probes, not reported incidents. Vendor specifications do not establish workload performance.