Allwit whitepaper

Allwit is a platform for using, sharing and building with AI models without handing over an identity. It joins three surfaces that today exist as separate products: a gateway to frontier and open models across text, image, video and speech; a Hub where open-weight models, adapters, datasets and agent templates are published and can be run in place; and an Agent Studio for building agents from any model in the catalogue without code.

All three rest on one wallet identity, one balance of WIT credits and one router. Users sign in with an Ethereum wallet rather than an email address. WIT credits are granted daily to wallets that stake $ALL, or bought with USDC, USDT or $ALL, and are spent as blind-signed tokens that cannot be linked back to the wallet that obtained them. Half of all platform fees buy $ALL back from the market, and half of every $ALL paid for credits is burned each quarter.

Requests travel through an independent oblivious relay to a gateway that keeps no prompt logs, so no single party, Allwit included, observes both who asked and what was asked. Each model carries one of two privacy labels, Private or Blind, and an agent inherits the weakest label among the models and tools it uses. The platform ships in four phases of rising assurance: Gateway, Hub and Agent Studio, Open Network, and Native.