Question 1

What does silence over speculation mean?

Accepted Answer

Silence over speculation is the operating principle that when the answer isn't in what your team wrote, the correct response is to acknowledge the absence rather than guessing. AI systems that synthesize answers from partial signals introduce accountability risk. A system that refuses to guess forces teams to build the habit of writing things down — and makes every answer it does give worth trusting.

Question 2

Why does StandIn refuse to answer some questions?

Accepted Answer

StandIn refuses to answer questions in three cases: when the information was never declared, when the query asks for private data like DMs or activity tracking, and when the query requires speculation about intent or sentiment. This is not a limitation — it is the core design principle.

Question 3

How does StandIn decide whether to answer, redirect, or refuse?

Accepted Answer

StandIn uses a three-part decision framework: Answer when the data is explicit in a published wrap and within scope. Redirect when the owner is known but the answer isn't yet written. Refuse when the query asks for private data, sentiment, or surveillance.

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The failure mode of "helpful" AI

How it decides what to say

Answer

Redirect

Refuse

Hard Boundaries

Surveillance Queries

Surveillance Queries

Surveillance Queries

The failure mode of "helpful" AI

The failure mode of "helpful" AI

Refusal is the feature.