Arthur Hayes releases FLOP Network technical paper for AI proof-of-inference blockchain

Arthur Hayes has released the FLOP Network technical paper, detailing a proof-of-useful-inference blockchain designed for autonomous AI agents. The network features a genesis supply of 2.48 billion FLOP tokens distributed via airdrops, with no venture capital premine. Block rewards start at 96 FLOP, halving every 730 days to a permanent 3 FLOP. Miners and validators must stake FLOP as collateral, facing slashing penalties for dishonest work.

FLOP Network technical paper release

• ▪Arthur Hayes released the FLOP Network technical paper detailing a proof-of-useful-inference blockchain where AI agents pay miners in FLOP tokens for computing resources.
• ▪Flop Labs, led by Arthur Hayes, is targeting a token airdrop in the fourth quarter of 2026 and a genesis block in the first quarter of 2027.

Proof-of-useful-inference blockchain architecture

• ▪The FLOP Network is designed with an average block time of one second and deterministic sub-second finality.
• ▪The FLOP Network consensus model, called proof of useful inference, requires miners to earn rewards by completing AI inference requests rather than solely securing the chain.

FLOP token supply distribution

• ▪The FLOP token genesis supply is approximately 2.48346 billion tokens, designated for airdrop distribution with no venture capital premine or token auction.
• ▪FLOP Network block rewards are distributed with 75% to miners, 10% to validators, 10% to AI agents, and 5% to ordinary stakers.

Block reward halving schedule

• ▪Unlike Bitcoin's model, the FLOP Network block subsidy remains permanently at 3 FLOP after the fifth halving to provide continuing emissions.
• ▪FLOP Network block rewards start at 96 FLOP and halve every 730 days until reaching a permanent reward of 3 FLOP after the fifth halving.

Validator staking requirements

• ▪Operating as a miner or validator on the FLOP Network requires staking FLOP tokens as collateral to prevent dishonest work.
• ▪The FLOP Network validator set is capped at 1,000, with approximately 50 validators rotating monthly based on workload and uptime.

Miner slashing penalties

• ▪Severe protocol violations on the FLOP Network can result in the complete loss of staked FLOP tokens and removal from the network.
• ▪Under proposed FLOP Network rules, miners face slashing penalties for misrepresenting completed inference, and validators face penalties for publishing dishonest blocks.

Debatable claims

• ▪Using AI inference as proof of work could create a cryptocurrency with monetary principles similar to Bitcoin but with a productive output.
• ▪Blockchains should use permanent token emissions rather than hard supply caps

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