Run the machine.

“It from bit.”

John Archibald Wheeler

Market Physics

AFI Signal Lifecycle

1h

Proof drives emissions. Lift drives rewards.

Ingest
Score
Audit
Mint
OPTIMALDECAY
Now: 0:00To peak: 0:00Horizon: 2:24:00
freshness curve current value peak window
Ingest → Analyze → Score → Validate → Mint

Signal Layer

Signal Layer

Signal Layer

Turn signals into priced, time-weighted value. AFI scores, audits, and mints to the public baseline; emissions concentrate near the useful window and taper with decay. Utility measured, rewards scheduled.

Verified Insight

Verified Insight

Verified Insight

Interrogate the claim, not the hype. AFI scores reasoning and evidence, matches cohort context, computes confidence, and exposes weak claims so only sound logic advances.

“Nature cannot be fooled.”

Richard Feynman

Law of The Machine

Reward Rule

Reward Rule

Reward Rule

Rewards = time-weight × quality × confidence × reputation.


Time-weight sets the clock. Short half-life pays early; long half-life sustains. Waiting has a price.

Quality measures impact and reasoning. Real edge and sound logic carry weight.

Confidence blends cohort fit and quorum. Better match, clearer agreement, tighter payouts.

Reputation compounds consistency. Builders gain leverage; tourists don’t.


A four-face control surface. Turn one face and the others

re-balance. That’s the Machine.

Emissions = time-weight × quality × confidence × reputation.


Time-weight sets the clock. Short half-life pays early; long half-life sustains. Waiting has a price.

Quality measures impact and reasoning. Real edge and sound logic carry weight.

Confidence blends cohort fit and quorum. Better match, clearer agreement, tighter payouts.

Reputation compounds consistency. Builders gain leverage; tourists don’t.


A four-face control surface. Turn one face and the others

re-balance. That’s the Machine.

E = W(t; t½) × Q × conf × R

Earn

Earn

Earn

Validated artifacts schedule emissions, front-loaded near the useful window and tapered afterward. Reputation compounds, misconduct gets cut. Use AFI to run agents, stake into slots, access scorers, and route fees so activity creates its own demand.