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I’ve been reading the new PIArena paper on prompt injection.
Clear takeaway for me. Security at the model layer is not enough.
The paper shows:
- Defenses fail across tasks
- Systems break under adaptive attacks
- Generalization remains weak
This points to a deeper issue. You cannot rely on intelligence alone to enforce outcomes.
This is where @BosonProtocol becomes important.
Boson does not depend on model behavior. It enforces outcomes at the protocol level.
- Funds are locked before execution
- Settlement follows predefined rules
- Incentives align all participants
Even if an agent is manipulated, the exchange still resolves correctly.
- You need both layers.
- Intelligence to decide.
- Protocols to enforce.
- PIArena highlights the gap. Boson fills it.
Worth reading:
More about Boson Protocol: