# inference-labs-inc/inference-network

Proof of Inference - Trustless AI verification

Repository: https://github.com/inference-labs-inc/inference-network
Canonical: https://ross.abutalabs.com/products/inference-network
Homepage: https://sertn.ai
Language: Solidity
License: MIT
License Family: permissive
Last push: 2025-12-11T20:48:30+00:00

## Health v2 (maintenance only)
Score: 49/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 56, release rhythm 35, longevity 60
- inputs: {"age_days": 852, "days_push": 265, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1799, forks 31 (observed 2026-08-28T04:05:37.854146+00:00)

## What it is
Inference Network is a Proof of Inference system built on EigenLayer that provides trustless verification of AI inference results via Solidity smart contracts and a Python operator/aggregator client. It lets AVS operators cryptographically prove that AI model inference was performed honestly on-chain.

## Use cases
- verify ai inference results on-chain
- build an eigenlayer avs for verifiable machine learning
- prove llm inference was executed honestly
- run an operator node for trustless ai verification
- add cryptographic proofs to decentralized ai inference
- verify computer vision model outputs trustlessly

## When to choose
- you need on-chain, trustless verification of AI inference results
- you are building on EigenLayer and want an AVS for verifiable inference
- you want to deploy Solidity contracts plus a Python operator/aggregator stack

## When to avoid
- you just need standard ML inference without cryptographic verification
- you are not working in a blockchain/Ethereum context
- you need a turnkey hosted inference API rather than verification infrastructure

## Facets
- artifact type: framework
- maturity: active
- function: machine-learning, llm-inference, cryptography, security, cli, testing
- domain: artificial-intelligence, machine-learning, blockchain, developer-tools, security
- platform: python, cli
- tags: eigenlayer, avs, zero-knowledge, verifiable-inference, smart-contracts, restaking, proof-of-inference, foundry, cryptocurrency, solidity, linux, macos, docker

## Member repositories
- inference-labs-inc/inference-network (main) score 49

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:37.854146+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:22:17.541527+00:00, confidence not recorded.
  - readme: https://github.com/inference-labs-inc/inference-network (fetched 2026-08-28T04:05:37.854146+00:00, sha 03cd59d7a208)
  - homepage: https://sertn.ai (fetched 2026-08-29T11:01:08.880550+00:00, sha bad61f2de65a)
- Data as of 2026-08-30T08:39:29.467469+00:00.