Welfare AI systems often produce unfair outcomes, flagging marginalised groups disproportionately without transparency or accountability. A rights-based legal framework is needed to ensure fairness, transparency, and meaningful remedies for those affected.
Discover more at https://smarterarticles.co.uk/computer-says-fraud-the-case-for-due-process-in-welfare-ai?pk_campaign=rss-feed
#HumanInTheLoop #AIinPublicPolicy #AlgorithmicJustice #DigitalRights
Computer Says Fraud: The Case for Due Process in Welfare AI

The first sign, almost always, is a letter. Sometimes an email; sometimes, in the harsher jurisdictions, a frozen account. The wording ...

SmarterArticles
Pope Leo XIV's encyclical demands AI be 'disarmed' from power and war: Pope Leo XIV's Magnifica Humanitas calls for AI disarmament, human dignity protections, and limits on autonomous weapons and algorithmic exclusion systems. https://ppc.land/pope-leo-xivs-encyclical-demands-ai-be-disarmed-from-power-and-war/ #AIDisarmament #HumanDignity #AutonomousWeapons #AlgorithmicJustice #PopeLeoXIV
Pope Leo XIV's encyclical demands AI be 'disarmed' from power and war

Pope Leo XIV's Magnifica Humanitas calls for AI disarmament, human dignity protections, and limits on autonomous weapons and algorithmic exclusion systems.

PPC Land

⚖️ The most radical legal shift: reversing the burden of proof.
Old law: YOU prove the machine harmed you. New direction: If you operate the black box, you prove it acted fairly.

Corporations must open up — or face the consequences.

#AlgorithmicJustice #BlackBoxAlgorithm #DataPrivacy

@InnovSciEconCan @GeoffreyHinton @ylecun @GaryMarcus @timnitGebru @mer__edith @hypervisible @BrookingsInst @r2respai @EFF @accessnoworg @opencanada @CIGI_online @
@sarojacoelho Coelho @thewalrus @betakit
@science
@science

#AIGovernance #TechPolicy #CanadianTech #DigitalSovereignty #AIEthics #DataPrivacy #FutureOfWork #Innovation #AlgorithmicJustice #PublicPolicy #TechRegulation #AIStrategy #OpenAI #CanPoli

YouTube’s Appeal Decision Is In: My Inactive Manager Channel Stays Banned—And It’s Complete Bullshit

It's been less than five hours since I woke up to discover my YouTube channels had been terminated overnight, and I've already received YouTube's appeal decision. Spoiler alert: it's not good news. In fact, it's exactly the kind of generic, nonsensical response that proves YouTube's moderation system is running on autopilot with zero human oversight. Let me walk you through what happened today, because the timeline alone shows how broken this entire process is. The Timeline of This […]

https://jaimedavid.blog/2026/01/26/16/04/13/analysis/jaimedavid327/9438/youtubes-appeal-decision-is-in-my-inactive-manager-channel-stays-banned-and-its-complete-bullshit/

Building Algorithms That Build Themselves

This week, we ask why we expect algorithms to be fair at all. Dr. Suresh Venkatasubramanian explains how machine learning systems shape our lives—and why understanding them is key to accountability.

🎧 Listen: https://youtu.be/GQiFnpK7Wyo

#AI #Ethics #MachineLearning #AlgorithmicJustice #AIBillOfRights

AI, Power, and Accountability

🎧 New conversation available—give it a listen:
https://youtu.be/GQiFnpK7Wyo

#AI #Ethics #AlgorithmicJustice #AIBillOfRights #DigitalPower

I'm here and not on the other place. I'm a mathematics teacher who focuses on using math to uncover power relationships in our country and world. I teach high schoolers but my opinions on here are my own and do not reflect my employer. I will share interesting insights that are accessible to people who still remember how to do algebra whenever possible. #mathteacher #math #teaching #education #economics #finance #highschool #tech #AI #algorithmicjustice #inequality #equity #boardgames #strategy

Great bill proposed by Senator Ed Markey around regulating AI to ensure algorithmic justice for vulnerable communities. The requirements outlined seem like they should be the bare minimum.

https://www.markey.senate.gov/news/press-releases/senator-markey-introduces-ai-civil-rights-act-to-eliminate-ai-bias-enact-guardrails-on-use-of-algorithms-in-decisions-impacting-peoples-rights-civil-liberties-livelihoods

#ai #digitalpolicy #algorithmicjustice #DigitalHumanities

Senator Markey Introduces AI Civil Rights Act to Eliminate AI Bias, Enact Guardrails on Use of Algorithms in Decisions Impacting People’s Rights, Civil Liberties, Livelihoods | U.S. Senator Ed Markey of Massachusetts

Bill Text (PDF) | Section by section (PDF) Washington (September 24, 2024) - Senator Edward J....