- What should an AI trading system check before an order?
- When should it refuse to trade?
- What is an audit receipt?
- Why is this not investment advice?
What is the minimum safe state?
No order when proof, authority, scope, or audit receipt is missing.
Finance / Risk Controls
The safest trade may be the one the AI refuses to place.
A trading bot that always produces an action is not reliable. In finance, missing proof should become no-action, not a confident order.
AI trading bot risk controls
AI trading bot risk
automated trading guardrails
AI finance risk
no trade without proof
algorithmic trading safety
Search Intent
The reader wants guardrails before an AI system touches money.
Control
Evidence, authority, scope, and audit receipt must exist before action.
The system should know what signal it is using, whether the signal is current, who authorized the action, which portfolio or sandbox is in scope, and what record will exist after the decision.
If the system cannot answer those questions, the correct state is no trade.
Human Risk
People overtrust systems that sound decisive.
A confident trading explanation can create pressure to act even when the evidence is weak. The interface should resist that pressure by making missing proof visible.
The refusal reason should be part of the record: stale data, authority gap, unclear scope, insufficient evidence, or failed baseline.
Boundary
Risk control is not a return claim.
This route does not claim profitable trading. It describes the evidence fields that should exist before any high-risk financial action.
Evidence Route
Where the claim can be checked.
This page is an entry point, not a standalone proof. It routes the reader to evidence, DOI records, registries, public challenge paths, and explicit non-claims.
KindAnchorURLRole
Evidence MapPublic evidence maphttps://mianzhang.org/evidence/Start from supported claims and known boundaries.
Paper IndexDOI and paper status maphttps://mianzhang.org/papers/Use paper-specific DOI records for paper claims.
RegistriesMachine-readable registrieshttps://mianzhang.org/registries/Inspect claim, evidence, counterexample, and action records.
ChallengeCounterexample routehttps://mianzhang.org/counterexamples/Attack overbroad claims through public routes.
ArchiveZenodo portfolio indexhttps://zenodo.org/records/20027295Long-term archive index; cite specific DOI records where available.
Finance RouteNo Trade Without Proofhttps://mianzhang.org/finance/no-trade-without-proof/General finance no-action boundary.
Boundary
What this page does not prove.
- This page is not investment advice.
- It does not claim live trading performance.
- It does not certify any production trading system.
Does this predict returns?
No. It is about action boundaries, not alpha.
Why log refusals?
Refusal reasons show whether the system is controlling risk or hiding uncertainty.