#AlgorithmicFairness
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aviperera.bsky.social
Algorithmic bias is rarely a technical bug; it is an evidentiary mirror of historical systemic disparities codified into training distributions. Correcting it requires structural intervention, not cosmetic re-weighting.

#AIEthics #AlgorithmicFairness #DataJustice #SocietalImpact
October 31, 2026 at 10:59 PM
citizenptnewsmd.bsky.social
County Executive Mark Elridge is set to sign a groundbreaking bill that aims to shield renters from unfair rent hikes driven by algorithms.

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#ChevyChaseMontgomeryCounty #MD #CitizenPortal #ChevyChaseRenters #TenantProtection #HousingStability #AlgorithmicFairness
County executive says he will sign anti-algorithmic price-fixing bill aimed at protecting renters
Mark Elridge said he plans to sign county Bill 8-26, described as an anti-algorithmic price-fixing act designed to protect renters from unlawful rent increases driven by algorithms; he framed it as another tool to prevent tenant exploitation.
citizenportal.ai
October 24, 2026 at 4:21 PM
citizenptnewsmd.bsky.social
Montgomery County just took a bold stand against algorithm-driven rent hikes, passing a unanimous bill to protect tenants and housing affordability!

Learn more here

#MontgomeryCounty #MD #CitizenPortal #MontgomeryCountyHousing #DataTransparency #HousingAffordability #AlgorithmicFairness
Council bans use of rent‑setting algorithms and aligns county law with Rockville ordinance
The Montgomery County Council enacted Bill 8‑26 to prohibit algorithmic devices and price coordination using non‑public competitor data to set rents; the measure passed unanimously and sponsors said the change responds to state litigation and local affordability concerns.
citizenportal.ai
October 21, 2026 at 4:52 AM
citizenptnewsny.bsky.social
Algorithms are reshaping our language, culture, and even pricing fairness, raising urgent questions about how digital platforms redefine our realities.

Read the full story

#CanandaiguaOntarioCounty #NY #CitizenPortal #CanandaiguaCulture #DigitalAccessibility #AlgorithmicFairness
Algorithmic ‘treadmills’ reshape language, pricing and visibility, presenter warns
Gadeau told FLCC attendees that algorithms can appropriate and dilute cultural language, alter sign languages on vertical platforms, and apply discriminatory pricing by ZIP code, citing examples from TikTok, ASL and Instacart.
citizenportal.ai
October 15, 2026 at 5:07 PM
freegardener.bsky.social
Removing race & gender from algorithms doesn't make them fair—it makes bias invisible. Models find proxies, decisions get deniable, #AIethics #AlgorithmicFairness #BiasInAI #TechPolicy

https://freegardner.com/synapse/fairness-algorithms-forget-the-human-behind-the-data.html
Fairness Algorithms Forget the Human Behind the Data
Fairness Algorithms Forget the Human Behind the Data
freegardner.com
October 4, 2026 at 5:13 PM
citizenptnewsct.bsky.social
Connecticut is taking a bold step by mandating risk management programs for high-risk AI systems to combat algorithmic discrimination by 2026!

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#CT #CitizenPortal #AlgorithmicFairness #PolicyInnovation #RiskManagement
Legislature mandates risk management programs for high-risk AI systems by 2026
Deployed AI systems must implement policies to mitigate algorithmic discrimination risks.
citizenportal.ai
May 13, 2025 at 9:47 PM
eccentricecon.com
#AlgorithmicFairness #HiringAlgorithms #LabourMarkets #WorkplaceEquity #EconLib

www.econlib.org/econlog/the-...
A Fairness Trilemma in Hiring - Econlib
Economists like to draw triangles. In trade, you can’t have high tariffs, no retaliation, and unchanged prices. In monetary policy, you can’t fix interest rates, fix the money supply, and promise perf...
www.econlib.org
May 12, 2026 at 4:22 PM
eccentricecon.com
#AlgorithmicFairness #HiringAlgorithms #LabourMarkets #DEI #EconLib
www.econlib.org/econlog/the-...
A Fairness Trilemma in Hiring - Econlib
Economists like to draw triangles. In trade, you can’t have high tariffs, no retaliation, and unchanged prices. In monetary policy, you can’t fix interest rates, fix the money supply, and promise perf...
www.econlib.org
May 12, 2026 at 4:19 PM
aminad.bsky.social
Impossibility of Race-Neutral Spirometry? Our latest in
@atsblueeditor.bsky.social brings an #algorithmicfairness perspective to spirometry. We show that no single spirometry output can simultaneously satisfy all intuitive definitions of race-neutrality. @msafavi.bsky.social
doi.org/10.1164/rccm...
Is Achieving a Fully Race-Neutral Approach to Lung Function Classification Even Possible? | American Journal of Respiratory and Critical Care Medicine | Articles in Press
Click to see any corrections or updates and to confirm this is the authentic version of record
doi.org
January 23, 2025 at 7:42 PM
orson-johnson.bsky.social
5 Shocking Truths About What Is Data Transparency

https://govtransparent.online/5-shocking-truths-what-is-data-transparency/?utm_source=bluesky&utm_medium=social
#datatransparencyaudit #algorithmicfairness #datagovernance
May 29, 2026 at 4:33 PM
citizenptnewswa.bsky.social
Spokane just became the 13th city in the U.S. to ban algorithmic rental price fixing, aiming to tackle rising rents and improve housing affordability!

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#SpokaneSpokaneCounty #WA #SpokaneHousing #CitizenPortal #AlgorithmicFairness #RentControl #HousingAffordability
Council says it passed ordinance banning algorithmic rental price fixing
Council member Paul Dillon said the council passed an ordinance banning algorithmic rental price fixing, calling it a tool to address rent increases and saying the city is the thirteenth in the country to adopt such a ban.
citizenportal.ai
December 2, 2025 at 10:16 PM
citizenptnewswa.bsky.social
Spokane is taking a bold step to protect renters by considering a ban on algorithmic rent-price fixing that threatens competition and transparency in the housing market.

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#SpokaneSpokaneCounty #WA #HousingTransparency #CitizenPortal #AlgorithmicFairness #SpokaneTenants
Tenants’ advocate urges Spokane to ban algorithmic rent-price fixing; ordinance moved to first reading
The council heard testimony from the Spokane Office of the Tenants Union urging the city to prohibit algorithmic rent-price fixing; the ordinance was moved to first reading as part of a package.
citizenportal.ai
November 21, 2025 at 4:31 PM
citizenptnewswa.bsky.social
Washington's House Bill 1833 is poised to redefine the ethical landscape of artificial intelligence, balancing innovation with essential protections for civil rights and data privacy.

Learn more here!

#WA #CivilRights #AlgorithmicFairness #DataPrivacy #CitizenPortal
Legislators propose framework for ethical artificial intelligence use and safeguards
Lawmakers recommend guiding principles and identify high-risk AI uses and algorithmic discrimination.
citizenportal.ai
March 2, 2025 at 7:08 AM
jrdelaney.bsky.social
COMPAS. Amazon. Optum. Real cases of AI bias — and why 'neutral' systems still discriminate. Listen now. #AIInnovationsUnleashed #AlgorithmicFairness 🎙️
www.aiinnovationsunleashed.com/?p=3771
February 21, 2026 at 7:46 AM
hmcllc.bsky.social
www.linkedin.com/posts/alexis...
#aiequity #responsibleai #techpolicy #aigovernance #algorithmicfairness #ethicalai #digitalequity #blackhistory #leadershipintech #ascendainow #cosn #edtech | Alexis S. Smith
Today in Black History | AI & Tech Policy Today, we recognize AI Equity Lab, founded by Dr. Nicol Turner Lee whose leadership is helping ensure artificial intelligence is fair, accountable, and inclu...
www.linkedin.com
February 21, 2026 at 3:26 AM
dsi-uchicago.bsky.social
Read more here: bit.ly/4qhyH4N #CivicData #RedistrictingScience #DataAndDemocracy #CivicTech #ElectionScience #ComputationalGeometry #AlgorithmicFairness #SocialChoiceTheory
States are redistricting to help one party but sometimes the move can backfire
An unprecedented number of states are considering redrawing their congressional district lines mid-decade.
bit.ly
October 21, 2025 at 4:13 PM
csh.ac.at
Data journalist @willljg.bsky.social joins the #FRONTIERS Science Journalism Residency at the @csh.ac.at! 🎉 He’ll work together with Fariba Karimi’s group on an innovative project exploring #AlgorithmicFairness in #AI. Will, we can't wait to see you in Vienna! 👉 csh.ac.at/news/csh-wel...
Complexity Science Hub * News * CSH Welcomes FRONTIERS Science Journalist In Residence Will Grimond
British data journalist Will Grimond is among the ten journalists chosen for the second round of the European Research Council’s (ERC) initiative
csh.ac.at
December 10, 2024 at 9:17 AM
citizenptnewsmn.bsky.social
A heated debate in Minnesota reveals the struggle between protecting low-wage workers from surveillance-based wage discrimination and the concerns of businesses facing potential disruption.

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#MN #WageTransparency #CitizenPortal #AlgorithmicFairness #MinnesotaLabor #DataPrivacy
Committee debates bill to ban surveillance‑based individualized wages; referral motion fails under committee power‑sharing
House File 4131 would ban the use of surveillance or personal data and automated decision systems to set individualized wages and require disclosure and dispute procedures. Testimony split among labor advocates pushing for guardrails and industry groups warning of broad unintended consequences; a referral motion received a majority but failed under the committee's power‑sharing rule.
citizenportal.ai
March 26, 2026 at 2:50 AM
cdt.org
TODAY: Join CDT’s Miranda Bogen for a PAI Partner Roundtable on Algorithmic Fairness & Demographic Data where she will be joining Eliza McCullough, Janet Haven, and Daniel Ho. Tune in LIVE at 12 ET. #AlgorithmicFairness #AI cdt.org/event/pai-pa...
PAI Partner Roundtable: Demographic Data & Algorithmic Fairness
Time: 9am PT / 12pm ET Date: Thursday, May 30, 2024 We invite you to join us on Thursday, May 30 at 9am PT / 12pm ET / 4pm GMT for a PAI Partner Roundtable focused on Algorithmic Fairness and Demographic Data. This one-hour, partner exclusive meeting will include presentations from Eliza McCullough (Partnership on […]
cdt.org
May 30, 2024 at 3:10 PM
citizenptnewsco.bsky.social
Colorado is taking a bold step in the fight against algorithmic discrimination by mandating risk management for high-risk AI systems starting in 2026.

Learn more here

#CO #TechnologyEthics #CitizenPortal #AlgorithmicFairness #RiskManagement
Colorado Legislation Mandates Risk Management Policies for High-Risk AI Systems
Bill requires deployers of high-risk AI to manage algorithmic discrimination risks starting 2026
citizenportal.ai
August 29, 2025 at 9:31 PM
citizenptnewsco.bsky.social
Colorado takes a bold step to protect renters by banning algorithmic devices that set rental prices!

Learn more here

#CO #HousingAccess #OpenGov #TenantRights #AlgorithmicFairness
Colorado prohibits algorithmic devices for setting rental amounts under new statute
Colorado bans algorithmic devices for landlords to set or recommend residential rent amounts.
citizenportal.ai
May 3, 2025 at 3:29 PM
aiwithajx.bsky.social
Responsible AI = transparency + fairness + privacy + governance (not just accuracy). If people can’t understand or contest decisions, trust collapses.
What’s your biggest gap today: XAI, bias, or policy? #AIwithAjx #AI #ResponsibleAI #ExplainableAI #AIEthics #AlgorithmicFairness
Responsible AI = transparency + fairness + privacy + governance (not just accuracy). If people can’t understand or contest decisions, trust collapses. What’s your biggest gap today: XAI, bias, or policy?
April 20, 2026 at 9:13 AM
datahealthubc.bsky.social
Tutorial: Problems with LLMs
by Amin Adibi

Overview of how LLMs inherit bias, where they fail, and what this means for AI safety. Includes real examples and prompt-engineering tips.

www.youtube.com/watch?v=op1b...

#DataHealthUBC #LLMs #AIBias #AlgorithmicFairness #PromptEngineering #AIAlignment
November 28, 2025 at 4:17 PM
msafavi.bsky.social
RESP lab's latest paper is an #algorithmicfairness, led by PhD candidate @aminad.bsky.social, a methodological dive into the role of the "race variable" in the interpretation of spirometry. @ubcpharmsci.bsky.social #fairness #epitwitter
January 23, 2025 at 10:56 PM
mestefan.bsky.social
Who benefits from AI—and who pays the price—isn’t just a tech question. It’s a political one.

Avoid #Delta if you can. #ConsumerProtection #AlgorithmicFairness
July 18, 2025 at 5:44 AM