Who is notorious for?

notorious is an open-source project built for AI researchers and developers.

Yes — notorious is open source under the MIT license and free to use.

What platforms does notorious run on?

notorious runs on the command line.

Is notorious still maintained?

Unverified. notorious has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to notorious?

Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and DeFake.

notorious is developed by georgian-io.

When did notorious launch?

notorious first shipped in 2026.

Back to the index

notorious

Name: notorious
Author: georgian-io

PyPIInfrastructure

notorious is an open-source Python package for evaluating information retrieval systems using LLM-based judgments. It enables users to pool candidates, apply custom rubrics, and measure judge-vs-human alignment, supporting advanced evaluation workflows for AI researchers and developers.

Open SourceMITCLI

Visit PyPI

Overview

5 features

notorious is a LLM eval & observability project. It focuses on evaluating retrieval systems with LLM-based judgments and measuring alignment with human assessments. notorious is an open-source project aimed at AI researchers and developers. The project is open source (MIT). It runs on the command line.

Behind notorious is georgian-io, and it first shipped in 2026. Key capabilities include retrieval evaluation, LLM-based judging, and human alignment metrics.

Summary written by a language model from the project’s public pages.

Retrieval evaluation
LLM-based judging
Human alignment metrics
Custom rubrics
Python integration

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

Indexed16 Jul · 21:31 UTC
notorious verified against its public source
Source: PulseGate · Open

Frequently asked questions about notorious

What is notorious?: Notorious focuses on evaluating retrieval systems with LLM-based judgments and measuring alignment with human assessments. It is catalogued under LLM eval & observability on PulseGate.
Who is notorious for?: notorious is an open-source project built for AI researchers and developers.
Is notorious free?: Yes — notorious is open source under the MIT license and free to use.
What platforms does notorious run on?: notorious runs on the command line.
Is notorious still maintained?: Unverified. notorious has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to notorious?: Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and DeFake.constraintloop trajectory-judge DeFake
Who makes notorious?: notorious is developed by georgian-io.
When did notorious launch?: notorious first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 16 Jul 2026
Built for: AI researchers and developers
Model: Open source
Solves: Evaluating retrieval systems with LLM-based judgments and measuring alignment with human assessments.

Registered as

GitHub: georgian-io/notorious
PyPI: notorious

Developer

georgian-io

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 16 Jul 2026
Lifecycle: Unverified
First seen: Jul 2026
Last seen: 16 Jul 2026

Identity audit (12)

Slug: notorious-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 16 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 16 Jul 2026
Canonical URL: https://pypi.org/project/notorious

Ship this? Send a correction — no account, and you get a link to follow it.

Also in LLM eval & observability

Same category — not a similarity match