algorithmic-transparency

A School for All Seasons on Trustworthy Machine Learning

Implementation of different algorithms to infer comprehensible explanations from the outcome of an unsupervised outlier detection algorithm

Software-based rationalia. A structured "Wikipedia for arguments" leveraging collective intelligence to automate enlightenment, conflict resolution, and cost-benefit analysis. This platform revolutionizes political and societal debates through logical ranking, pro/con organization, and rigorous, systemic evaluation frameworks and sustainable logic.

Trustworthy AI/ML course by Professor Birhanu Eshete, University of Michigan, Dearborn.

Explaining Bayesian Knowledge Tracing using American Sign Language

Visualizing the Knowledge Components and Areas of Bayesian Knowledge Tracing

Corgi — Community-governed feeds for Bluesky.

The End of the Attention Economy. What Should the Next SNS Look Like? / アテンション・エコノミーの終わり。次世代SNSの在り方とは？

Technical analysis of X's Phoenix recommendation algorithm (January 2026 release)

BKT Explainable Game Made in Unity

In this repository, I hope to write an algorithm whose core purpose is to enhance user well-being. I warmly welcome any comments and discussions.在此仓库中，我希望写出一个算法，它的核心目的是增进用户福祉。我非常欢迎任何意见和讨论。

BKT parameter visualization with hot air balloons

Public decisions deserve receipts. What portland.gov + mailed city decision notices would look like with native algorithmic disclosure: six plain-language questions, three disclosure levels, one machine-readable trace. Built at Claude Impact Portland 2026.

The study investigates the representation of age, race, and gender in DALL-E 3 by OpenAI and Flux by Black Forest Labs

Reproducible audit of UK public-sector algorithm transparency disclosures using official GOV.UK data

Local-first feed observatory for understanding source diversity, repetition, and attention patterns.

Your feed algorithm should belong to you. Rewrite it in one sentence and see exactly which weights changed — a transparent seven-signal ranking kernel over real public Bluesky posts.

A short, visual explainer for xAI's open-source x-algorithm — how X's For You feed actually picks your posts. Built as a hand-drawn technical zine.

Theoretical and critical research on the impact of AI and generative models in architectural design. Analyzes authorship evolution, dataset biases, intellectual property frameworks, and new human-machine co-authorship models. Complete academic documentation.