AI agents
When an AI agent gets a wallet
An AI agent that can prepare a payment has a different role from a system that can sign one.
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On-chain data
An address is not a person
An address is a technical identifier within a network context.
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Infrastructure
Who can change the contract
Reading a contract description is not the same as understanding who can change the system around it.
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Infrastructure
Where an oracle gets its answer
When a blockchain application refers to information outside its own execution context, the path supplying that information matters.
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Evidence
When a benchmark is not enough
A benchmark result answers a question within a defined evaluation.
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AI agents
Agent registration is not reliability
A mechanism that lets software discover an agent does not, by itself, show that the agent completes tasks reliably.
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On-chain data
A transaction is not an outcome
A transaction may be relevant to a workflow, but the reader often cares about something beyond its existence: whether access was delivered, whether a task was useful or whether a service met an obligation.
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Evidence
Proposal implementation and adoption are different claims
A written proposal describes an intended mechanism.
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Evidence
How to read an AI risk framework
A risk framework can give a team a shared way to describe responsibilities, context and evidence.
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Research method
Keep a research source log that another reader can use
A source log is valuable when another reader can repeat the route from a sentence to its supporting material.
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