An Efficient Subset Selection Strategy Using Text-Guided Data Attribution to Mitigate Simplicity ...
Kumar Shubham, Pranav Sastry, Prathosh AP
Action editor: Enzo Tartaglione
https://openreview.net/forum?id=zZ5YundT95
#bias #biases #attribution
12/12
What can we do? Counteract immediately and as often as possible.
Be aware of your biases and invite others to be aware of theirs.
#biases #emotionalintelligence
“AI sounds like an incredible genius synthesizing the world’s knowledge right up until you ask it about the thing you know about, then it’s an idiot.” — Dave Rupert
_____
#Business #Biases #Humans #Machines #AI #Knowledge #Design #WebDesign #Development #WebDev #Quotes
Just earned the Very Verified certificate on media literacy from IREX’s Learn to Discern (L2D) course! ☕
Critical thinking is as essential as coffee—learn to spot #disinformation, understand #biases, and navigate today’s complex #media landscape.
#MediaLiteracy #VeryVerified
Template-Based Probes Are Imperfect Lenses for Counterfactual Bias Evaluation in LLMs
Farnaz Kohankhaki, D. B. Emerson, Jacob-Junqi Tian et al.
Action editor: Dennis Wei
https://openreview.net/forum?id=lhWEovKdoU
#biases #bias #counterfactual
Auditing Predictive Models for Intersectional Biases
Kate Boxer, Edward McFowland III, Daniel B. Neill
Action editor: Sivan Sabato
https://openreview.net/forum?id=1JTnlHMSmO
#bias #biases #fairness
"[These findings] underscore the need for adaptive #AI systems capable of addressing specific user #biases, such as self-anchoring or over-reliance, through tailored interaction protocols and decision support mechanisms." www.sciencedirect.com/science/arti...
#MedSky #DigitalHealth #HealthEquity
👏 Happy to announced that the paper "Are Social #Biases in #LLMs Consistent Across Generative Tasks? A Case Study for #Basque" has been accepted at the #LREC2026 Conference 🎉
✍️ Authors: Muitze Zulaika, Xabier Saralegi, Julia Shershneva, Arkaitz Fullaondo and Lia Gonzalez
🔔 Paper alert: Last Thursday, my commentary, 'Biases as Risk Factors to Patient Security? A Taxonomy of Algorithmic Harm in Health' was published in the American Journal of Bioethics by @tandfresearch.bsky.social. ✨
doi.org/10.1080/1526...
#biases #harm #criticaltheories #health #sepsis
Towards Fair In-Context Learning with Tabular Foundation Models
Patrik Kenfack, Samira Ebrahimi Kahou, Ulrich Aïvodji
Action editor: Kuldeep S. Meel
https://openreview.net/forum?id=AsBhwD0sqo
#fairness #biases #equalized
Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective
Zubair Bashir, Bhavik Chandna, Procheta Sen
Action editor: Chris Maddison
https://openreview.net/forum?id=EpQ2CBJTjD
#biases #bias #interpretability
#Climate #Hackers and #Rain #Kings : Medium
When #AI #Amplifies the #Biases of Its #Users : HBR
#NASA’s #PerseveranceRover Completes First #AI-Planned #Drive on #Mars : NASA
Latest #KnowledgeLinks
knowledgezone.co.in/resources/bo...
#EconSky
The Legacy of Daniel Kahneman https://ejpe.org/journal/article/view/1075/753
by Gerd Gigerenzer
#BoundedRationality
#economics #Psychology #heuristics #Biases #statisticalThinking
orig https://fediscience.org/@davdittrich/116013924158823849
The Legacy of Daniel Kahneman https://ejpe.org/journal/article/view/1075/753
by Gerd Gigerenzer
#BoundedRationality
#economics #Psychology #heuristics #Biases #statisticalThinking
@sajalsingh.bsky.social Sajal Singh
"At what point does #machine #learning become machine #inbreeding? When does #pattern #recognition devolve into pattern #amplification, reinforcing whatever #biases and #limitations existed in the original #training corpus?"
www.forbes.com/councils/for...
Humans have so many #biases that I think #asymmetry is rule rather than the exception.
One of the main ones is related to the "fight or flight" instinct and our basic hardwired reactions to pain & pleasure.
In our modern <hyper-fast> #media, both sides are used to trigger fast-thought behaviors.
Likewise. #biases
New #J2C Certification:
Auditing Predictive Models for Intersectional Biases
Kate Boxer, Edward McFowland III, Daniel B. Neill
https://openreview.net/forum?id=1JTnlHMSmO
#bias #biases #fairness
Say My Name: a Model's Bias Discovery Framework
Massimiliano Ciranni, Luca Molinaro, Carlo Alberto Barbano et al.
Action editor: Sungsoo Ahn
https://openreview.net/forum?id=EuUxiiDZ7d
#bias #biases #debiasing
#Cows can use tools: In science, as in culture, #livestock species are often cognitively underestimated, reinforced by their utilitarian role & persistent mind-denial #biases linked to #meat consumption… (1/2) doi.org/10.1016/j.cu... #tools #beef
Woman who regularly shared experiences as #sexual-assault survivor at police #training courses is ending relationship with #OntarioPoliceCollege and raising concerns about harmful #biases among some officers and lack of #accountability from the college.
www.cbc.ca/news/canada/...
www.storyangles.com/post/cogniti...
Cognitive biases hold up a mirror to human nature. This makes for thought-provoking stories and encourages readers to reflect on their own biases.
#cognitivebias #humannature #writingcommunity #StoryAngles #biases #writing
Daily reminder: you can't trust what a country says about a foreign country. #Propaganda #biases #news
4/n: Again nothing new, again more good reminders. Possibly one to sit down and deeply reflect on each point.
www.sahilbloom.com/newsletter/t...
#Fallacies #Biases #Stories #Parables #Allegories #PersonalGrowth
Data Matters Most: Auditing Social Bias in Contrastive Vision–Language Models
Zahraa Al Sahili, Ioannis Patras, Matthew Purver
Action editor: Kamalika Chaudhuri
https://openreview.net/forum?id=3vF2fn9owm
#bias #biases #face
Those risks are significant as synthetic samples can introduce #hidden #biases, #lack #transparency, particularly with respect to their generation and #failtocapture the #diversity and #nuance of #real #people’s #views and #evolving #opinion on #current, fast-moving #issues
Revisiting B2T: Discovering and Mitigating Visual Biases through Keyword Explanations
Faissal El Kayouhi, Aïda Asma, Joey Laarhoven, Fiona Nagelhout
Action editor: Jinwoo Shin
https://openreview.net/forum?id=5GS1q65pv6
#captions #bias #biases
👆 Takeaway from recent debate: #AI hiring tools can reduce #discrimination only when humans remain accountable for their design and implementation, with a commitment to tackle #biases and discriminatory processes where they arise.
Learn more buff.ly/O7JGWR2
