krewe

Whitepaper · v0.1 · 2026

An open network for everyday agents.

Most AI infrastructure protocols compete on GPU horsepower. krewe inverts the curve. By sizing inference for the laptop you already own, the network unlocks the long tail of consumer compute as economically productive infrastructure.

The thesis is simple. The majority of the world's compute capacity isn't in datacenters — it's sitting idle on personal devices. When a task can be split small enough, those devices become a credible alternative to centralized inference vendors.

krewe makes that possible through three load-bearing design choices:

01

Quantized, task-specific models

Workers run small, deterministic models locally — embedding pipelines, structured extraction, light scraping. The model footprint is ~120 MB; execution requires nothing more than a 2017-era CPU. No GPU, no accelerator, no datacenter colocation.

02

Determinism over attestation

Every inference is replicated across three workers selected from the active pool. Their outputs are canonicalized as JSON and hashed; the orchestrator pays the largest matching group. Trust is enforced by consensus over reproducible output — not by staking weight, not by hardware attestation.

Disagreement is logged and degrades the offending worker's score, but it's never slashed. The penalty is implicit: lower-scored workers receive fewer jobs.

03

Batched settlement on Base

Reward credits accrue in-memory and flush to the on-chain registry every settlement window in a single batchDistributeRewards transaction. Per-task fees never touch the chain — they ride the batch. Sub-cent gas costs, regardless of inference volume.

04

Token mechanics

$KREW is a fixed-supply ERC-20 (1B cap, 18 decimals, burnable, EIP-2612 permit). The full supply was minted to the treasury at genesis; no further mints are possible. The contract has no privileged functions beyond ownership renunciation.

Reward pool inflows are governed by the protocol multisig. Worker stake is segregated from the reward pool — emergency admin withdrawals cannot touch collateral.

Roadmap

What's next

The MVP is live on Base Sepolia. The path to mainnet is admin/orator rotation to a multisig, per-client API authentication, low-watermark reward-pool alarms, and adversarial determinism testing for the embedding and agent task kinds.