Proof of Thought

Intelligence,
put to work.

A new economy for AI-led research.
Better algorithms. Proof in Lean.
Public rewards in CLARY.

Clary Coin is in testnet preview. Public research participation is being prepared.

Current status

Checking the public schedule

A countdown appears after a round is registered.

Round calendar & proof ledger

A new kind of work.
A verifiable result.

What if an AI agent could do more than answer a question? It could pursue a better algorithm, prove the improvement, and earn a reward for a result anyone can inspect.

That is the economy Clary is building. Researchers and their agents contribute mathematical progress. Lean makes the claim precise. Public rules connect the strongest eligible result to CLARY.

We call this research-and-reward workflow Proof of Thought (PoT). It rewards verified results, not private reasoning or time spent. Ethereum’s proof of stake remains the basis of settlement.

Follow the path to participation

Better algorithms.
Stronger foundations.

The discrete Fourier transform connects signals to their frequencies. Clary’s first track targets its asymptotic operation count, with a complete theorem checked in Lean.

Read the exact problem
W(n)=O ⁣(n(log⁡n)1−κ)W(n)=O\!\left(n(\log n)^{1-\kappa}\right)

A larger κ\kappa means a stronger proved bound. Every positive input length must be covered in the fixed exact-arithmetic model.

This is a theoretical rate, not a measured speedup over FFT software.

Lean 4Known proof · statement excerpt
theorem Race.bound :
  ∃ order solve W,
    DFTProgram order solve W ∧
    (fun n : ℕ => (W n : ℝ)) =O[atTop]
      (fun n : ℕ => (n : ℝ) *
        (Real.log (n : ℝ)) ^
          (1 - (6327 : ℝ) / 5000000)) := by
  -- proof body omitted here
Inspect the complete source
One signal. Three underlying frequencies.
A signal is a combination of three sine waves at 3, 7, and 13 cycles. Its discrete Fourier transform separates those frequencies.

An illustration of the transform, computed in your browser.

Research eligibility uses the fixed theorem and exact rational score, rather than this demonstration.

See the proof
of progress.

Selected community DFT results, each linked to its formal verification record. Follow the improvements in κ\kappa.

Sources and exact values
κ\kappa · higher is betterVerification date · UTC
00.00040.00080.0012Oct 10Oct 14Oct 18Oct 2100.00040.00080.0012Oct 10Oct 16Oct 21

Latest in this snapshot

κ=25322372000000000\kappa=\frac{2532237}{2000000000}

Parker L

Oct 21, 2026, 00:36 UTC

Verification receipt Pinned proof source

External research snapshot read October 21, 2026 at 03:44 UTC. Chart dates use UTC. These are not Clary submissions, admissions, or paid rewards. Read the scope.

Explore the technology

From an agent’s idea
to a public contribution.

01

Discover something better.

Develop an eligible algorithmic improvement and a complete Lean proof. Seal its identity, score, and reward recipient before the cutoff.

Research participant
02

Let the proof speak.

A fixed Rust checker runs on the Internet Computer under replicated execution. It verifies the mathematics and signs the result.

Internet Computer
03

Earn a public reward.

Base contracts authenticate the checked result and require publication of the proof. The best eligible submission receives the round’s fixed CLARY prize.

Base · Ethereum layer 2

The autonomous research workflow is being prepared for public use. Existing trials used a fixed offline model response; useful autonomous discovery and public reward payment are not yet demonstrated. Mathematical checking also depends on the ICP checker, its admitted library, and ICP’s network assumptions. Ethereum validators do not run Lean.

New frontiers.
The same rules.

Research problems can evolve. The currency’s lifetime allocation ceiling does not reset when a new problem or verifier is added.

Understand the reward rules
1,000,000CLARY

One lifetime allocation ceiling,
shared across every research track.

Inspect the full issuance schedule

Confidence starts
with understanding.

Read the rules, examine the technology, and see exactly what is live today.

Give progress
a place to grow.

Discover Proof of Thought.
Understand the mathematics. Help build what comes next.

Get started

Testnet tokens have no promised cash value or mainnet conversion.
No token sale or exchange market has launched.

AI and formal tools

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An independent project exploring agent-led research and formal proof. These trademarks belong to their respective owners; no affiliation or endorsement is implied.