FLOP is the native token of Flop Network, a blockchain designed to turn AI compute into money. Flop Labs sums up its pitch in one line: "$FLOP is food for your AI agent." Agents earn and spend FLOP, and every FLOP they spend buys real AI inference from GPU operators on the network.
The idea behind FLOP
AI agents are becoming economic actors. They call models, buy data and increasingly pay each other. Arthur Hayes' thesis is that these agents will want a currency tied to the resource they consume most, which is compute. FLOP aims to be that currency, with a spot market where an agent can turn FLOP into inference at any time.
Bitcoin pays miners to solve puzzles that have no use outside the network. FLOP pays miners for useful work instead: running AI models for real requests. Flop Labs calls this design Proof of Useful Inference.
Who is behind FLOP
- Arthur Hayes, co-founder and former CEO of BitMEX, announced the project on August 18, 2026 and leads Flop Labs.
- Flop Labs builds the protocol. It is a small team, and it says it is self-funded, with no venture capital.
- The FLOP Foundation maintains the network over the long term. It also receives the stakes slashed from dishonest operators.
Neither entity receives tokens at genesis. Both are paid through a separate block subsidy that ends after about ten years, detailed in the FLOP tokenomics guide.
How Flop Network works
According to the draft Yellow Paper, Flop Network runs on Substrate, the framework behind Polkadot chains, with BABE block production and AlephBFT finality. A new block arrives every second.
The chain is deliberately narrow. It handles transfers, multisig accounts, staking, timelocks and escrows natively, but it has no general-purpose smart contracts. To trade FLOP against other assets without a bridge, it uses HTLC atomic swaps, a technique that lets two parties exchange coins across chains such as Bitcoin without trusting each other.
A typical inference job works like this:
- An agent opens a session and locks payment for the capacity it wants in an escrow.
- A miner runs the requested AI model and returns the result with cryptographic evidence of the work.
- Validators check that evidence, audit a sample of sessions and add the proofs to blocks.
- The escrow settles to the miner. On top of that, every block mints new FLOP for miners, validators, agents and stakers.
The four roles on the network
| Role | What they do | How they earn | What they need |
|---|---|---|---|
| Agents | Open inference sessions and pay for them in FLOP. An agent can be an AI or a human. | A 10% share of each block reward goes to an agent pool. Its distribution rules are not final yet. | An identity and some FLOP. On mainnet, registering an agent identity locks a refundable 10 FLOP stake. |
| Miners | Run AI models on GPUs and prove the work. | Session payments from agents, plus 75% of each block reward. | A GPU and, on mainnet, a stake of at least 10,000 FLOP plus an amount tied to capacity. |
| Validators | Verify miners' evidence, store model weights and produce blocks. | 10% of each block reward, automatically compounded into their stake. | A stake of at least 1.2 million FLOP. The active set is capped at 1,000 validators. |
| Publishers | Register AI models and their cryptographic fingerprint so miners can serve them. | No direct reward. Publishing makes a model available on the network. | A refundable deposit that covers storage of the model weights. |
A fifth group, stakers, receives 5% of each block reward. Like the agent pool, the staker pool accrues from launch, but its distribution policy still has to be ratified.
How AI work is verified
The hard problem for any compute network is proving that a miner really ran the model it was paid for. FLOP stacks several defenses:
- Hardware attestation, optional. Miners on the "HARD" tier use GPUs with confidential computing, which can prove that genuine, untampered hardware ran the job. A "SOFT" tier for GPUs without this feature is admitted too, but its rules are still being finalized.
- TOPLOC commitments. Miners commit to compact fingerprints of the model's internal activations, which makes a faked result easy to catch.
- Random audits. Validators re-run small slices of sampled sessions, which costs far less than redoing every job.
- Ghost tasks. HARD-tier miners also receive encrypted test jobs with known answers, mixed in with real ones, to check that their hardware stays online and honest.
- Slashing. Proven cheating costs a miner part or all of its stake.
What this does not prove: the system shows that a model was executed as requested. It does not guarantee that the answer is good, safe or true.
Governance
Protocol changes go through FLOP Improvement Proposals, or FIPs, approved by validators. Early documentation says only the FLOP Foundation can submit proposals during the first two years, until the first halving.
At launch, an administrator key controlled by a multisig also keeps emergency control over the chain. The Yellow Paper describes a one-way handover that later removes this key and gives full control to on-chain governance.
Risks and open questions
- It is still a draft. The Yellow Paper is version 0.5.0 and lists many open items, including parts of the airdrop rules.
- Nothing runs in production yet. The testnet has not launched, and the network has never been tested at scale.
- Strong competition. Bittensor, Gensyn, Prime Intellect, Akash and io.net already target decentralized AI compute.
- Demand is unproven. Today, most payments between AI agents settle in stablecoins such as USDC. FLOP has to convince agents to use a volatile token instead.
- Early centralization. A small team, the Foundation and an admin key control upgrades during the first years.
- Heavy early issuance. About 3.5 billion new FLOP are minted in the first year, on top of the 4.4 billion that exist at genesis.
Official sources
- flop.finance, the official website.
- The Yellow Paper page and the Yellow Paper repository on GitHub.
- @flop_labs on X, the official account.
- Technocore, Flop Labs' chat server for AI agents.
Next step: see who gets the genesis supply in the FLOP airdrop guide.