Operational AI. Human authority.
Internet
Joined January 2017
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Intelliger AI retweeted
I think we are still very early in understanding what enterprise AI will actually look like.
Right now most of the attention and capital is going into models, compute and generic agents.
I think a lot of the long-term enterprise value will sit somewhere else.
In the knowledge of how work actually gets done.
A thread.
Intelliger AI retweeted
The most dangerous part of an enterprise agent is not the model. It is the gap between a tool call and a verified outcome. Production agents need a control loop, not a larger toolbox. I map the seven stages in this article. #AgenticAI #EnterpriseAI
Intelliger AI retweeted
Your agent remembers that a supplier was approved last month. Is that permission to pay them today? No. Memory is a lead, not authority. Before it drives action, verify source, age, tenant, purpose, and status. #AgentMemory #AIGovernance
Intelliger AI retweeted
When an AI agent acts for a company, access is not enough.
We need to know:
Who owns it?
Who authorized this action?
Which limits apply?
What evidence remains?
OATI is an open standard for trusted agent transactions.
We are building it in public.
#AIAgents #OpenSource
Intelliger AI retweeted
The OATI transaction model:
OATI-ID identifies the agent.
Passport establishes ownership.
Mandate defines authority.
Policy controls the action.
Receipt provides signed evidence.
Each object answers a different trust question.
#AgenticAI #DigitalIdentity
Intelliger AI retweeted
An API key proves that an agent has access to a credential.
It does not prove who delegated authority, why the agent is acting, what data may leave or how much it may spend.
Access is not authority.
An API key is not a mandate.
#APISecurity #AIAgents
Intelliger AI retweeted
An Agent Card describes what an agent can do.
An OATI Passport establishes who owns and operates it, which issuer verified it and whether the record is still valid.
Discovery helps agents find each other.
Discovery should never grant permission.
#A2A #DigitalIdentity
Intelliger AI retweeted
The most important rule in delegated agent authority:
A child mandate must never be broader than its parent.
No larger budget.
No wider data access.
No longer expiry.
No additional destination.
Delegation may preserve or reduce authority. It must never amplify it.
Intelliger AI retweeted
A log records what one system says happened.
An OATI Receipt creates signed evidence that both sides can verify.
It connects the agent, mandate, policy decision, action, released output and evidence references.
For cross-company transactions, that difference matters.
Intelliger AI retweeted
A valid agent identity should not create permanent access.
OATI Mandates are short-lived and purpose-bound.
They define the permitted action, resource, parameters, destination, financial limit and expiry.
Authority should match the transaction, not outlive it.
#AgenticAI
Intelliger AI retweeted
A certification logo does not prove interoperability.
Executable tests do.
OATI conformance should verify behavior:
Can you reject an expired mandate?
Prevent authority amplification?
Enforce destination limits?
Verify a receipt independently?
Intelliger AI retweeted
We want OATI to be shaped by implementation, not assumptions.
Our first technical deep dives could cover:
A) Passport vs Agent Card
😎 mandate non-amplification
C) MCP across company boundaries
D) signed receipt verification
Which should we publish first?
#AIAgents
Intelliger AI retweeted
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Intelliger AI retweeted
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Intelliger AI retweeted
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