Keynote flags potential and risks of virtual trials, algorithms and deepfakes Benferrado proposed using virtual trials and algorithmic tools to blind jurors and reduce bias but warned about opaque risk tools, algorithmic discrimination, and the rising threat of fabricated audio/video and synthetic DNA.

Can virtual trials using avatars eliminate biases in the courtroom, or do the risks of technology outweigh the benefits?

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#US #TechInnovation #CitizenPortal #LegalTransparency #BiasReduction #VirtualTrialsAdjudication

Gotta ask: Did any milk of magnesia mfgrs fund your research & positive assertions re MoM? Did they give you a free year‘s supply of MoM to put in this new antiperspirant you promote & sell? That‘s important info. #Criticalthinking, #Transparency
#biasReduction. #Impartiality, #science, #research

Deeply grateful for the opportunity to engage with research-based tools that go beyond awareness to foster real, sustainable change. The work continues.

#ClinicalPsychology #ContinuingEducation #DEI #CBRT #BiasReduction #EquityInPractice

Vermont implements anti-bias training for appraisers following Act 68 Vermont announces anti-bias training modules for appraisers to reduce valuation discrepancies.

Vermont is revolutionizing property appraisals by introducing anti-bias training for assessors to ensure fair and transparent evaluations in its diverse housing market.

Learn more here!

#VT #PropertyValuation #BiasReduction #VermontPropertyAssessments #CitizenPortal #HousingFairness

These two new AI benchmarks could help make models less biased A new pair of AI benchmarks could help developers reduce bias in AI models, potentially making them fairer and less likely to cause harm. The research, from a team based at Stanford, was posted to the...

These two new AI benchmarks could help make models less biased #Science #ComputerScience #ArtificialIntelligence #AI #BiasReduction #MachineLearning

MIT Researchers Transform AI Fairness with Targeted Data Debiasing MIT researchers developed a groundbreaking method to improve fairness in machine learning by identifying and removing biased data points, boosting performance for underrepresented groups without sacri...

MIT Researchers Transform AI Fairness with Targeted Data Debiasing 🤖📊✨ www.azoai.com/news/2024121... #MachineLearning #AI #Fairness #BiasReduction #DataScience #MITResearch #AIInnovation #TRAKMethod #D3M #TechForGood

Research: The Stigma Disabled People Face During Negotiations The prototypical image of a successful negotiator is someone who is competent, confident, and in control — characteristics that are not always readily applied to disabled people. Two researchers wante...

Despite clear evidence to the contrary, biases against disabled employees persist in the workplace. Many companies are strategizing to reduce these misconceptions, which wrongly label disabled workers.

#Inclusion #BiasReduction #WorkplaceDiversit

www.elysianholos.net

hbr.org/2024/11/rese...

Fuzzy Logic Redefines AI Fairness Researchers have proposed a novel framework using basic fuzzy logic to redefine group fairness in AI, separating it from social context and uncertainty. This framework translates complex fairness defi...

🔍⚖️🤖 Redefining AI fairness! Discover how fuzzy logic is transforming AI, ensuring more equitable outcomes and reducing biases. www.azoai.com/news/2024071... #AI #Fairness #FuzzyLogic #Innovation #Technology #Equity #BiasReduction #Inclusion #Digital #Future

We found that offline population inclusion in an online panel via providing internet equipment unfortunately isn't worth the effort in terms of substantive results, esp. multivariate regressions #ReplicationStudies #BiasReduction #OnlinePanels 👇