Content pools stay empty because the risk is invisible.
Veritas reads a content asset's authenticity and writes it on-chain as a Dilution Risk Score. The score prices an LP's real downside, dilution by copies and AI replicas, and calibrates a Uniswap v4 pool's fee automatically.
- 0.30–1.00%
- DRS-calibrated fee
- 0.85
- Risk gate
- 1 − (1−D)(1−A)
- Score formula
Reading the live Dilution Risk Score from the Unichain Sepolia registry.
Unique: loading on-chain score.
The dominant downside is dilution. It has never been visible on-chain.
A content token loses value when the work behind it is copied or regenerated by AI. That risk is real and it is the main reason liquidity providers stay away, yet an AMM sees none of it. The pool looks identical whether the asset is one of a kind or one of ten thousand.
Veritas is the missing risk layer: a score that makes a content asset's rarity, and its loss of it, legible to the people underwriting the pool.
It is grounded in peer-reviewed work showing rarer NFTs carry lower downside risk (Mekacher et al., Scientific Reports, 2022).
From a content fingerprint to a calibrated fee.
Attest
A creator submits content. An off-chain operator ensemble scores its AI-replicability (A) and commits dual perceptual-hash fingerprints on-chain.
Score
Duplicate density (D) is maintained on-chain as new content arrives. The Dilution Risk Score combines both channels: DRS = 1 − (1 − D)(1 − A).
Price
The Uniswap v4 hook reads the live DRS on every swap, sets a fee proportional to expected impermanent loss, and accrues an LP insurance reserve.
A risk score that stays alive on its own.
When new content is attested, a Reactive Smart Contract detects it, finds the near-duplicates on-chain, and raises the duplicate-density score for every asset it dilutes. No bot, no off-chain keeper, no manual update. The hook's fee re-prices itself as the content ecosystem changes.
The duplicate-density channel of DRS is fully autonomous and trustless on-chain. The oracle is needed only once, for the AI score, at attestation time.
Rarer NFTs show measurably lower downside risk.
Mekacher et al., Scientific Reports (Nature), 2022
AI image flooding cut a major marketplace's 2023 revenue, the dilution Veritas prices.
Stock imagery market, 2023
Not a diagram. Deployed and verifiable on-chain.
Veritas runs on three pieces of public infrastructure, and every claim on this page resolves to a contract you can open in a block explorer.
- Uniswap v4
A dynamic-fee hook reads the live DRS on every swap, sets the fee, and accrues the LP insurance reserve.
- Reactive Network
A Reactive Smart Contract maintains the duplicate-density channel autonomously on-chain, with no keeper or off-chain bot.
- Unichain Sepolia
The core stack is deployed and verified on-chain (chain ID 1301).
Addresses verified on-chain. The Reactive duplicate-density monitor is the one piece still being wired; the rest is live today.
Make a content pool investable.
Verify a piece of content, watch its Dilution Risk Score compute, and tokenize it into a pool whose fee already reflects the risk.