Robuta

https://www.gov.uk/government/news/ai-fairness-innovation-challenge-winners-announced
Four winning projects to support AI firms working in higher education, healthcare, finance, and recruitment under the Government's AI Fairness Challenge.
ai fairnessinnovation challengewinners announcedgov uk
https://iapp.org/news/a/balancing-innovation-with-fairness-what-transparency-in-ai-means-for-copyright-law
Former IAPP summer privacy fellow Stephanie Forbes explores how transparency can be achieved without skewing the existing balance of competing interests...
balancinginnovationfairnesstransparencymeans
https://www.fairscan.ai/
Fairscan AI audits, scores, and certifies GenAI visuals for fairness in alignment with global standards and human rights principles.
ai compliancefairscansolutionfairnessgenai
https://www.spreaker.com/episode/episode-5-michael-madaio-social-and-technical-solutions-to-fairness-in-ai--46351794
Dr. Michael Madaio talks about how solutions to ensure fairness in AI are both technical and social and provides several examples of directions of research on...
technical solutionsepisodemichaelsocialfairness
https://www.tensorflow.org/responsible_ai/fairness_indicators/tutorials/Facessd_Fairness_Indicators_Example_Colab?authuser=0
responsible aifairnessindicatorsexamplecolab
https://partnershiponai.org/program/fairness-transparency-and-accountability-about-ml/
Nov 7, 2025
fairnesstransparencyaccountabilitypartnership
https://fas.org/accelerator/source-code/
Nov 26, 2025 - We're seeking proposals that identify specific fairness harms associated with AI and propose actionable policy solutions at the federal, state, and local...
policy agendahelpbuildaitrust
https://www.indium.tech/blog/ai-bias-testing-retail/
May 29, 2025 - Uncover how AI bias testing can impact customer experience, pricing, and personalization in retail. AI Bias Testing in retail helps in CX.
ai biastestingretailfairnessaccuracy
https://www.information-age.com/ai-bias-12884/
Fact is, bias has been introduced into AI by humans, says Dinesh Singh from Aricent. Minimising AI bias relies on three factors.
ai biasresponsibilityhumansensure
https://studylib.net/doc/27029347/hellman-measuring-algorithmic-fairness
Explore algorithmic fairness in AI decision-making. This law review article analyzes predictive parity, error rates, and legal implications of bias.
algorithmic fairnesslaw reviewmeasuringbias
https://www.amazon.science/academic-engagements/u-s-national-science-foundation-amazon-seek-submissions-for-third-round-of-fairness-in-ai-grant-projects
Proposal submissions for the third round of fairness in AI research are due August 3.
national science foundationamazonseeksubmissionsthird
https://www.news-medical.net/news/20240411/Can-synthetic-data-boost-fairness-in-medical-imaging-AI.aspx
A recent study in Nature Medicine demonstrates how diffusion models can enhance the robustness and fairness of medical machine learning models in interpreting...
synthetic datamedical imagingboostfairness
https://ai-grid.org/en/interview/deborah-d-kanubala-gitex-2/
Nov 4, 2025 - Deborah D. Kanubala advances algorithmic fairness by using causal reasoning to uncover and correct treatment-level bias in AI systems.
deborahcausalfairnessalgorithmicdecisions
https://arxiv.org/html/2510.16056v1
algorithmic fairnesssurrogatesendlifedecision
https://www.tensorflow.org/responsible_ai/fairness_indicators/guide/guidance?authuser=5
responsible aifairnessindicatorsthinkingevaluation
https://www.psu.edu/news/research/story/showing-ai-users-diversity-training-data-boosts-perceived-fairness-and-trust
The availability of an artificial intelligence system's training data can promote transparency and accountability of that system, according to Penn State...
training datashowingusersdiversityboosts
https://research.google/pubs/the-case-for-globalizing-fairness-a-mixed-methods-study-on-the-perceptions-of-colonialism-ai-and-health-in-africa-2/
mixed methodscaseglobalizingfairnessstudy
https://www.ey.com/en_us/insights/emerging-technologies/addressing-ai-bias-a-human-centric-approach-to-fairness
Remediating AI bias is essential for fostering responsible AI development and driving equitable outcomes. Read our report to learn more.
ai biashuman centricaddressingapproachfairness
https://www.hstoday.us/federal-pages/dhs/cto-administrations-ai-guidance-to-encourage-agency-fairness-robustness-trustworthiness/
White House and OIRA memo to agencies on how they should consider regulating AI is "going to be coming out of the White House in very short order."
ai guidancectoadministrationencourageagency