Skip to main content

Cryptographic audit infrastructure for AI inference

Project description

model-witness

Model Witness provides cryptographic audit infrastructure for AI inference. Every prompt and response is hashed, signed, and anchored to an immutable ledger — giving you a tamper-evident chain of evidence for every AI call your application makes.

This package is currently in pre-alpha. Full SDK documentation and installation instructions will be published with the v0.1.0 release.

For early access enquiries contact neilwl022@gmail.com.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

model_witness-0.0.2.tar.gz (14.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

model_witness-0.0.2-py3-none-any.whl (2.4 kB view details)

Uploaded Python 3

File details

Details for the file model_witness-0.0.2.tar.gz.

File metadata

  • Download URL: model_witness-0.0.2.tar.gz
  • Upload date:
  • Size: 14.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.9

File hashes

Hashes for model_witness-0.0.2.tar.gz
Algorithm Hash digest
SHA256 5b74e9773574267c6a49fe8f29834447eb6237bbdf844493a517e9eb790b5e65
MD5 2f80ccebbcc151cdca0d77c2d8f5ca4c
BLAKE2b-256 203c125549a3d442585a15b39798411cf0ef5a7469788d4e651e0243e1312bda

See more details on using hashes here.

File details

Details for the file model_witness-0.0.2-py3-none-any.whl.

File metadata

  • Download URL: model_witness-0.0.2-py3-none-any.whl
  • Upload date:
  • Size: 2.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.9

File hashes

Hashes for model_witness-0.0.2-py3-none-any.whl
Algorithm Hash digest
SHA256 a9f34c510de264ebe3f4170d681c08796386d48e6e990a8d3538fcb36875bf86
MD5 45ac137f32caedd5b1ee61e09a2268d6
BLAKE2b-256 4a4f4daeee0d6007265f136a2f5fc1bd2571684de8dac4b4888a737d9743fe85

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page