Proof of Assurance · Provenonce at Proof of Talk

From Paris

What happened at Proof of Pitch.

Will O'Brien presented Proof of Assurance at Proof of Pitch during Proof of Talk in Paris. Provenonce is continuing to work with Bitstarter to explore the right path to launch Proof of Assurance.

Finalist

Proof of Pitch

Reached the finals in Paris

Runner-up

Live crowdfund

Second in the on-stage crowdfund

Nearly 300 TAO

Pledged in support

Backing verified AI execution

With Bitstarter

Exploring launch path

Continuing to work together

Watch

The pitch and the takeaways.

The Proof of Pitch presentation and the Proof of Talk X Spaces conversation on what the room clarified and what comes next.

Proof of Pitch · Pitch only

The Proof of Assurance pitch

The presentation given at Proof of Pitch — the problem, the protocol, and the live demo of the loop running.

Open on Vimeo

Proof of Talk · X Spaces

Takeaways and next steps

The X Spaces recap from Paris — what Proof of Talk clarified about verified AI execution and where Proof of Assurance goes from here.

Open on Vimeo

What is Proof of Assurance

Trust belongs in the protocol.

Proof of Assurance is a Bittensor subnet concept for verified AI execution. It turns structured AI workflow execution into evidence, has validators score that evidence against predefined requirements, and creates a path to reward verified useful work.

01 · Requirements

Canonical Path Contract

The task, rules, and expected evidence are specified before execution — so correctness is defined up front, not argued after.

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02 · Evidence

Evidence Bundle

Miners execute the workflow and produce structured evidence from the run itself — not a claim about the work, but a record of it.

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03 · Assurance

Assurance Score

Validators score the evidence against the requirements. The resulting Assurance Score drives rewards toward verified, useful execution.

What Paris clarified

One shared question: did the system do the work it claimed?

The deeper takeaway from Paris is that enterprises and subnet owners are asking the same thing. Proof of Assurance is designed around that shared problem.

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For enterprises

As AI moves from chat into operations, organizations need evidence that an AI workflow was completed correctly — not just a plausible output.

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For subnet owners

If useful work is going to be rewarded, the network needs better ways to evaluate whether miners actually did the work they claimed.

The same protocol problem

Both come down to verifying execution. Proof of Assurance turns workflow execution into evidence that can be scored and rewarded.

Why Bittensor

A market for useful work — and for verifying it.

Bittensor already creates markets for useful work. Proof of Assurance explores how structured workflow execution can become a verifiable commodity inside that market — defined before execution, evidenced during the run, scored by validators, and rewarded when the work is verified.

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Native incentives

Rewards flow to verified, useful work — aligning miners and validators around correctness.

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Decentralized evaluation

Many independent validators score evidence, so assurance doesn't depend on a single party.

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Credible neutrality

Verification lives in a protocol, not behind a brand — and can be reused across the network.

FAQ

Questions, answered.

What is Proof of Assurance?+

Proof of Assurance is a Bittensor subnet concept for verified AI execution. It turns AI workflow execution into structured evidence, has validators score that evidence against predefined requirements, and creates a path to reward verified useful work.

What problem does it solve?+

AI can increasingly perform real work, but organizations need proof that the work was actually completed correctly. Proof of Assurance addresses that verification gap — the difference between a plausible output and verifiable execution.

How does it work?+

A Canonical Path Contract defines the task and requirements. Miners execute the workflow and produce Evidence Bundles. Validators score the evidence against the requirements, and the resulting Assurance Score drives rewards.

Is this universal AI verification?+

No. V0 focuses on structured workflows where requirements can be specified in advance — the place where evidence and scoring are most tractable.

Why Bittensor?+

Verification needs native incentives, decentralized evaluation, and credible neutrality. Bittensor provides the market structure for open, incentive-aligned verification that can improve over time.

What happened at Proof of Pitch?+

Provenonce presented Proof of Assurance at Proof of Pitch during Proof of Talk in Paris. It made the finals, finished runner-up in the live crowdfund, and received nearly 300 TAO pledged in support. Provenonce is continuing to work with Bitstarter to explore the right path to launch.

How does this relate to Provenonce?+

It expands the Provenonce strategy. Provenonce builds infrastructure for governed AI execution and trusted AI workflows; Proof of Assurance brings that trust-layer logic into Bittensor.

Who presented?+

Will O'Brien, Founder & CEO of Provenonce — co-founder and former CEO of BitGo, and LP & Senior Strategic Advisor to Blockchain Capital — a crypto industry veteran with a long history building trust infrastructure.

Proof of
Assurance