This package contains the official implementation of the Inverse Constitutional AI (ICAI) algorithm [paper]. ICAI compresses pairwise preference datasets into a readable list of principles (constitution) that the annotations appear to follow (e.g. "select the friendlier response"). ICAI principles provide an interpretable overview of a feedback dataset.
See the GitHub repo for docs and details: https://github.com/rdnfn/icai
Release files for inverse-cai 0.4.8
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| inverse_cai-0.4.8.tar.gz | 4.4 MB | With provenance | Details for inverse_cai-0.4.8.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| inverse_cai-0.4.8-py3-none-any.whl | Python 3 | none | any | Details for inverse_cai-0.4.8-py3-none-any.whl |
Total release size: 4.5 MB
Release files / inverse_cai-0.4.8.tar.gz
| Download URL | inverse_cai-0.4.8.tar.gz |
|---|---|
| Size | 4.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
ee2e9789f49ad99318de881d720dd34ee017a914bc930fbf90351122340f59c9
|
|
BLAKE2b-256 checksum How to use checksums |
5cec08aaa7f87e5f4dc32513d38a8d46fc4a615e97f14a5566caed3fc5e61092
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 6, 2026.
Transparency logRelease files / inverse_cai-0.4.8-py3-none-any.whl
| Download URL | inverse_cai-0.4.8-py3-none-any.whl |
|---|---|
| Size | 114.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2dde7c4d4ef3b8fae1fe32de6f466df807f62865dba33c1747cca0bb655e808e
|
|
BLAKE2b-256 checksum How to use checksums |
1431d3617f97b6acb77e1b4a70cc7c4ef873614aca3aa2d09d3b4b380ba4e932
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 6, 2026.
Transparency logSecurity for inverse-cai 0.4.8
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for inverse_cai-0.4.8.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 6, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
