Ando Inference / MPP-I

Protocol paper

Machine Payments Protocol for Inference

MPP-I is a proposed MPP-compatible, inference-native payment profile for metered inference. It defines the inference-specific payment lifecycle inside an MPP-compatible challenge, credential, and receipt envelope.

Version

Paper v1.0

DOI

10.5281/zenodo.21017440

Publisher

Alethieum

Release

2026-06-28

Abstract

MPP-I is designed for autonomous agents, human users, applications, inference wallets, inference providers, settlement methods, facilitators, and blockchain networks that support machine payments. MPP and related Payment HTTP drafts supply the intended 402 challenge, credential, and receipt envelope. MPP-I defines the inference-specific lifecycle inside that envelope.

Inference is not a fixed-price resource access call. A provider can publish machine-readable prices, bounds, and admission requirements, but the final delivered output length is not known when the request is admitted. MPP-I proposes run-scoped authorisation, cumulative credit grants, signed meter frames, low-credit and drain states, delivered-unit billing, settlement references, and final inference receipts.

First page preview of the MPP-I paper
Open the full 67-page paper directly at ando-oss.github.io/mpp-i/mpp-i-paper-v1.0.pdf.