xAI sues Colorado to block AI bias law, claiming First Amendment violations xAI filed a federal lawsuit today against Colorado to block SB24-205, an AI bias law set to take effect June 30, 2026, asserting First Amendment violations.

xAI sues Colorado to block AI bias law, claiming First Amendment violations #xAI #FirstAmendment #AIBias #Lawsuit #Colorado

xAI sues Colorado to block AI bias law, claiming First Amendment violations xAI filed a federal lawsuit today against Colorado to block SB24-205, an AI bias law set to take effect June 30, 2026, asserting First Amendment violations.

xAI sues Colorado to block AI bias law, claiming First Amendment violations #xAI #FirstAmendment #AIBias #Lawsuit #Colorado

Responsible Intelligence in Practice: A Fairness Audit of Open Large Language Models for Library Reference Services As libraries explore large language models (LLMs) as a scalable layer for reference services, a core fairness question follows: can LLM-based services support all patrons fairly, regardless of demographic identity? While LLMs offer great potential for broadening access to information assistance, they may also reproduce societal biases embedded in their training data, potentially undermining libraries' commitments to impartial service. In this chapter, we apply a systematic evaluation approach that combines diagnostic classification to detect systematic differences with linguistic analysis to interpret their sources. Across three widely used open models (Llama-3.1 8B, Gemma-2 9B, and Ministral 8B), we find no compelling evidence of systematic differentiation by race/ethnicity, and only minor evidence of sex-linked differentiation in one model. We discuss implications for responsible AI adoption in libraries and the importance of ongoing monitoring in aligning LLM-based services with core professional values.

#KI als Auskunftsdienst in #Bibliotheken – aber wie fair? Eine neue Studie testet drei Open-LLMs auf Verzerrungen nach Ethnie & Geschlecht. Befund: weitgehend unauffällig – doch die Autor:innen mahnen: Einzelne Audits reichen nicht, kontinuierliches Monitoring bleibt unerlässlich.
#LLM #AIBias

Gujarat HC AI Policy Bans Use in Court Decisions & Orders Gujarat High Court sets strict AI policy, allowing limited use while banning AI in judicial decisions, citing risks of bias and over-reliance.

An Indian court has rolled out its AI policy prohibiting the use of LLMs in judicial decisions citing risks of bias and overreliance. Good to see this.

www.medianama.com/2026/04/223-...

#AI #AIbias #LLM #judicialbias

Image from article in Radiology: Artificial Intelligence

How does noise from LLM-generated annotations effect AI classification performance? A new simulation study reveals systematic, prevalence-dependent biases in model evaluation. https://doi.org/10.1148/ryai.250477 #LargeLanguageModels #AIBias #MachineLearning

Can AI Be Biased? Simple Examples Students Can Understand Can AI Be Biased? Simple Examples Students Can Understand Artificial Intelligence is often described as smart, objective, and data-driven. Many students believe that because AI is built using co...

Can AI Be Biased? Simple Examples Students Can Understand
www.ekascloud.com/our-blog/can...
#AIBias #ArtificialIntelligence #EthicalAI #AIethics #MachineLearning #ResponsibleAI #DataBias #TechEducation #StudentLearning #AIForStudents #FutureTech #DigitalEthics #ExplainAI #AIawareness #TechExplained

Image from article in Radiology: Artificial Intelligence

How does noise from LLM-generated annotations effect AI classification performance? A new simulation study reveals systematic, prevalence-dependent biases in model evaluation. https://doi.org/10.1148/ryai.250477 #AIBias #ML #MachineLearning

Can AI Be Biased? Simple Examples Students Can Understand Can AI Be Biased? Simple Examples Students Can Understand Artificial Intelligence is often described as smart, objective, and data-driven. Many students believe that because AI is built using co...

Can AI Be Biased? Simple Examples Students Can Understand

www.ekascloud.com/our-blog/can...
#AIBias #ArtificialIntelligence #EthicalAI #AIForStudents #LearnAI #TechEducation #FutureTech #AIAwareness #DigitalEthics #AIExplained #StudentFriendly #ResponsibleAI #TechSkills #AI

Will AI Weaponize the IRS?

#News #TechNews #IRS #AI #AIbias #Palantir #Taxes

Will AI Weaponize the IRS? Chief Security Fanatic | CISO | Speaker | Columnist | Author | Radio Host | Board Member | Forbes Tech Council | TEDx | Canadian-American

Daily podcast: Will AI Weaponize the IRS?

#News #TechNews #IRS #AI #AIbias #Palantir #Taxes #podcast

Do Plagiarism and AI-Detection Tools discriminate against people with disabilities? Plagiarism and AI-detection tools have now become part of the underlying structure of both the education and employment systems. They…

When assistive technology use becomes a red flag for algorithms, inclusion starts to collapse. bit.ly/AI-detection... #AccessibleEducation #AIbias

According to @midjourney.bsky.social, the streets of Brisbane are filled with young women and old bums, or professional photographers are pervs only interested in them as subjects. (not cherry-picked, just the first three results) #aibias

💻 ChatGPT Safety Warnings Hit Republican Fundraising Links But Spare Democratic Ones

READ, LIKE, SHARE, FOLLOW
www.undergroundusa.com/i/191928357/...

#News #Politics #Government #ChatGPT #AIBias #ElectionInterference @highlight @everyone

People think of women as one thing, men as many People seem to represent men and women in a conceptually balanced manner: for example, seeing women as warm (not agentic) and men as agentic (not warm). Emerging evidence, however, suggests people mig...

People think of women as one thing, men as many
www.cell.com/trends/cogni...
#AIBias this is the kind of thing I was looking forward to doing with WEAT and WEFAT after our 2017 paper, but duty (governance) called. Anyway, I'm really enjoying political economy and behavioural ecology as my sciences.

🎼 The gaps in history don't just stay in the past — AI is about to lock them in permanently.

#AIBias #WomenInMusic

Ethical Concerns in AI Balancing Innovation with Responsibility Artificial Intelligence (AI) is undeniably one of the most transformative technologies of the 21st century, offering unprecedented opportunities for innovation, efficiency, and growth across variou...

Ethical Concerns in AI Balancing Innovation with Responsibility
www.ekascloud.com/our-blog/eth...
#ArtificialIntelligence #AIethics #ResponsibleAI #EthicalAI #AIInnovation #TechEthics #FutureOfAI #AIRegulation #DigitalEthics #AIGovernance #TrustInAI #AIBias #AITransparency #Safe

Automated Labeling Bias Is Hiding Medical AI Harms A junior radiologist is on call, scrolling through breast MRI slices at midnight. On the second monitor, a segmentation mask, the tumor neatly outlined in electric blue, flickers into place, courtesy of an AI model trained and “validated” on one of the field’s best-known benchmarks. She trusts it more than she admits. The benchmark scores were excellent. Papers said so. …

Perfect benchmark scores. Real patients harmed. Automated labels hide medical AI biases - here's why it matters. #AIBias #AIethics #HealthcareAI

۝ Elon Musk & Harry Eccles.

#Grok #XAlgorithm #AIBias #ElonMusk #TechCritique #HarryEccles #ostroumni

11/
Until then, the stamp keeps falling.

Criteria not required.

Written & caricature by @ostroumni.bsky.social

#AIBias #ChatGPT #OpenAI #MachineLearning #TechAccountability #MediaBias #AIAlignment

Algorithm Bias Halts Essex Police Facial Recognition Trial Cambridge study finds Essex Police facial recognition technology 27% more likely to identify Black people. Force suspends deployment pending algorithm updates.

Algorithm Bias Halts Essex Police Facial Recognition Trial

#FacialRecognition #PoliceAccountability #AIBias #UKPolicing #AusNews

thedailyperspective.org/article/2026-03-20-algor...

𝑩𝒖𝒊𝒍𝒅 𝑩𝒆𝒕𝒕𝒆𝒓:
Inspired by NIST AI RMF MEASURE 2.11

"Prejudice wears the mask of reason; only relentless examination strips it bare."

MEASURE-2.11 requires bias evaluation. Bias hides in assumptions that feel neutral. Only active examination reveals it.

#AIBias #Fairness #NISTRMF

The not-so hidden biases of AI The Panther Newspaper AI is being incorporated into more and more spheres, but users should be aware of its biases and implications.

Are we aware of AI's hidden biases and their impact? Discover how training and prompts shape outcomes! #AIBias

www.thepanthernewspaper.org/news/the-not-so-hidden-b...

ICYMI 👀

If you don’t know an algorithm is reviewing your loan, job, or housing app, how can you advocate for yourself?

Transparency matters. Awareness is protection.

🎧 “The Algorithm Will See You Now — AI Bias You Don’t See”
linktr.ee/rwulaw

#AIBias #Law401 #RhodeIsland

How #private is private when it comes to #AI?
Not very.
Watch our 90sec explainer and hear Sam tell you all about it, from a script I wrote, Carlos designed images, and Marit.
#AIbias #Algorithims #explainer #racialbiasinAI

www.youtube.com/shorts/k5h93...

The Algorithm Will See You Now — AI Bias You Don’t See
linktr.ee/rwulaw

#Law401 hosts MDB & Nicole talk with Prof Natalia Friedlander to break down how AI shapes decisions in health care, housing, education & courts.

What safeguards exist for Rhode Islanders?

#AIBias #RhodeIsland #LegalEducation

Accreditation Wasn’t Built for Algorithms — But Universities Are Deploying Them Anyway AI is making academic decisions in real time. Accreditation frameworks built for human judgment are struggling to keep up. Continue reading...

Accreditation Wasn’t Built for Algorithms — But Universities Are Deploying Them Anyway: AI is making academic decisions in real time. Accreditation frameworks built for human judgment are struggling to keep up.
Continue reading... #aiethicslawrisk #aibias

Committee hears broad testimony on disparate-impact update and AI screening; SF3662 amended and laid over for further review Senate File 3662 would modernize Minnesota's disparate-impact liability for employment and housing and explicitly address AI-driven screening tools; supporters including the MDHR and ACLU said the bill protects against automated bias, while members sought further examples and data. The committee adopted an A1 amendment and laid the bill over for additional review.

Senate File 3662 is set to revolutionize Minnesota's Human Rights Act by tackling AI biases in hiring and housing—could this be the key to fairer opportunities for all?

Learn more here

#MN #DiscriminationAccountability #CitizenPortal #MinnesotaHumanRights #EmploymentFairness #AIBias

Drops Tues: “The Algorithm Will See You Now: AI Bias You Don’t See” 🤖

RWU Law Prof Natalia Friedlander explores: Can artificial intelligence be biased?

This conversation goes beyond tech. It’s about fairness, justice & your rights.

Subscribe: linktr.ee/rwulaw

#AIBias #Law401 #RhodeIsland

Frontiers | Leveraging imperfection with MEDLEY: a multi-model approach harnessing bias in medical AI Bias in medical artificial intelligence is conventionally viewed as a defect that requires elimination. However, human reasoning inherently incorporates bias...

Leveraging imperfection with MEDLEY: a multi-model approach harnessing bias in medical AI – Bias in medical artificial intelligence is conventionally viewed as a defect that requires elimination. We propose MEDLEY (Medical Ensemble Diagnostic system with Lever... https://tinyurl.com/2byjepol #AIBias

AI Bias Mitigation: 9 Strategies to Reduce Algorithmic Risk Learn nine AI bias mitigation strategies to reduce algorithmic risk, improve fairness and strengthen compliance across enterprise AI systems. Continue reading...

AI Bias Mitigation: 9 Strategies to Reduce Algorithmic Risk: Learn nine AI bias mitigation strategies to reduce algorithmic risk, improve fairness and strengthen compliance across enterprise AI systems.
Continue reading... #aiethicslawrisk #aibias