Autonomy-Washing Warning Chews

What this snack represents

For capability claims that need to be muzzled before publication. A red-team chew for copy that confuses tool chaining, memory continuity, benchmarks, or schema conformance with autonomy.

Plain English: Autonomy-washing checks keep public language from implying sentience, AGI, exact private translation, runtime authority, or automatic certification.

Formula: 20m forbidden-claim scan + 20m context classification + 20m copy downgrade + 20m reviewer note

What this teaches: Autonomy-Washing, Claim Boundary, Human Review Gate.

Why teams underestimate it

The shelf label works because the cost is usually hidden across clarification, review, context switching, QA, and follow-up decisions. BarkBowl makes those ingredients visible before the work is treated as free.

Time formula

20m forbidden-claim scan + 20m context classification + 20m copy downgrade + 20m reviewer note

Worked example

One serving of Autonomy-Washing Warning Chews is currently modeled at 1h 20m, or 1.33 person-hours. Multiply servings when the work repeats, spreads across more people, or needs another review cycle.

Warning label

Must not be marketed as proof of safety.

Evidence needed

Before committing this snack, collect an owner, a reason, a time formula, a rollback or no-op alternative, and a short explanation of what the receipt does and does not prove.

How to reduce the cost

Claim Boundary Kibble

No-op alternative

If evidence, authority, or capacity is missing, the mature move may be to record a no-op decision and revisit when the missing ingredient exists.

What this teaches

• Autonomy-Washing
• Claim Boundary
• Human Review Gate

Related lesson

autonomy-washing

Related field report

autonomy-washing

Related glossary terms

Autonomy-Washing, Claim Boundary, Human Review Gate

Related blueprint

Decision record starter · Open Blueprint Gallery

Copy decision-record starter

Decision: Consider Autonomy-Washing Warning ChewsTime formula: 20m forbidden-claim scan + 20m context classification + 20m copy downgrade + 20m reviewer noteEvidence: [link or owner]
No-op alternative: [what happens if we do not act]
Boundary: This is a draft for human review, not an approval.
Reviewed at UTC: [timestamp]

Boundary note

This snack produces draft learning and time-burn evidence only; it does not approve fixes, validate credentials, train models, or certify safety.

Dogfooding notes

Exercises product snapshotting, time totals, TTL refresh, telemetry, learning translation, and checkout record creation.