#databias — Public Fediverse posts

How AI’s language barrier limits climate disaster responses
#AI #ArtificialIntelligence #ClimateChange #TechBias #DigitalInequality #GlobalSouth #ClimateJustice #AIEthics #DisasterResponse #DataBias #Technology #Environment #Linguistics #LanguageBarriers
https://the-14.com/how-ais-language-barrier-limits-climate-disaster-responses/

How AI’s language barrier limits climate disaster responses
#AI #ArtificialIntelligence #ClimateChange #TechBias #DigitalInequality #GlobalSouth #ClimateJustice #AIEthics #DisasterResponse #DataBias #Technology #Environment #Linguistics #LanguageBarriers
https://the-14.com/how-ais-language-barrier-limits-climate-disaster-responses/

How AI’s language barrier limits climate disaster responses
#AI #ArtificialIntelligence #ClimateChange #TechBias #DigitalInequality #GlobalSouth #ClimateJustice #AIEthics #DisasterResponse #DataBias #Technology #Environment #Linguistics #LanguageBarriers
https://the-14.com/how-ais-language-barrier-limits-climate-disaster-responses/

How AI’s language barrier limits climate disaster responses
#AI #ArtificialIntelligence #ClimateChange #TechBias #DigitalInequality #GlobalSouth #ClimateJustice #AIEthics #DisasterResponse #DataBias #Technology #Environment #Linguistics #LanguageBarriers
https://the-14.com/how-ais-language-barrier-limits-climate-disaster-responses/

How AI’s language barrier limits climate disaster responses
#AI #ArtificialIntelligence #ClimateChange #TechBias #DigitalInequality #GlobalSouth #ClimateJustice #AIEthics #DisasterResponse #DataBias #Technology #Environment #Linguistics #LanguageBarriers
https://the-14.com/how-ais-language-barrier-limits-climate-disaster-responses/

MLOps isn’t just pipelines—it’s where AI fails silently.

From Humans in the Loop, uncover 6 critical MLOps failure modes: human oversight gaps, biased data labeling, ethical risks, and real-world ML system breakdowns.

🔗 https://shorturl.at/B5x3I

#MLOps #AIethics #MachineLearning #DataBias #HumanInTheLoop #DevOps #AIrisks

SeaGL talks in 90 min ( now 15 min ):

* “Hidden in Plain Sight: Addressing Data Bias in AI-Driven Systems” from Autumn Nash

* Today I Learned.... The 2025 FLOSS Research Roundup from Kaylea Champion

* 10 years of Reproducible Builds from Chris Lamb

https://pretalx.seagl.org/2025/talk/

Join the conference freely and anonymously - https://seagl.org/attend

#SeaGL #SeaGL2025 #FLOSSconf #FLOSSevent #Seattle #today #Mahlzeit #FLOSSresearch #DataBias #AIeeee #ReproducibleBuildso

SeaGL talks in 90 min ( now 15 min ):

* “Hidden in Plain Sight: Addressing Data Bias in AI-Driven Systems” from Autumn Nash

* Today I Learned.... The 2025 FLOSS Research Roundup from Kaylea Champion

* 10 years of Reproducible Builds from Chris Lamb

https://pretalx.seagl.org/2025/talk/

Join the conference freely and anonymously - https://seagl.org/attend

#SeaGL #SeaGL2025 #FLOSSconf #FLOSSevent #Seattle #today #Mahlzeit #FLOSSresearch #DataBias #AIeeee #ReproducibleBuildso

SeaGL talks in 90 min ( now 15 min ):

* “Hidden in Plain Sight: Addressing Data Bias in AI-Driven Systems” from Autumn Nash

* Today I Learned.... The 2025 FLOSS Research Roundup from Kaylea Champion

* 10 years of Reproducible Builds from Chris Lamb

https://pretalx.seagl.org/2025/talk/

Join the conference freely and anonymously - https://seagl.org/attend

#SeaGL #SeaGL2025 #FLOSSconf #FLOSSevent #Seattle #today #Mahlzeit #FLOSSresearch #DataBias #AIeeee #ReproducibleBuildso

SeaGL talks in 90 min ( now 15 min ):

* “Hidden in Plain Sight: Addressing Data Bias in AI-Driven Systems” from Autumn Nash

* Today I Learned.... The 2025 FLOSS Research Roundup from Kaylea Champion

* 10 years of Reproducible Builds from Chris Lamb

https://pretalx.seagl.org/2025/talk/

Join the conference freely and anonymously - https://seagl.org/attend

#SeaGL #SeaGL2025 #FLOSSconf #FLOSSevent #Seattle #today #Mahlzeit #FLOSSresearch #DataBias #AIeeee #ReproducibleBuildso

SeaGL talks in 90 min ( now 15 min ):

* “Hidden in Plain Sight: Addressing Data Bias in AI-Driven Systems” from Autumn Nash

* Today I Learned.... The 2025 FLOSS Research Roundup from Kaylea Champion

* 10 years of Reproducible Builds from Chris Lamb

https://pretalx.seagl.org/2025/talk/

Join the conference freely and anonymously - https://seagl.org/attend

#SeaGL #SeaGL2025 #FLOSSconf #FLOSSevent #Seattle #today #Mahlzeit #FLOSSresearch #DataBias #AIeeee #ReproducibleBuildso

Discover the key differences between algorithmic bias and data bias. Learn how flawed data and system design can lead to unfair outcomes, and why understanding both is crucial for building ethical AI.
#AlgorithmicBias #DataBias #EthicalAI #BiasInAI
https://www.scientificworldinfo.com/2025/08/difference-between-algorithmic-bias-and-data-bias.html

Here’s why the public needs to challenge the ‘good AI’ myth pushed by tech companies
#Tech #AI #GoodAI #AIMyth #TechEthics #DataBias #PrivacyRights #SurveillanceCapitalism #AlgorithmicBias #ResistAI #CriticalTech #EthicalAI #DigitalRights #TechJustice
https://the-14.com/heres-why-the-public-needs-to-challenge-the-good-ai-myth-pushed-by-tech-companies/

Here’s why the public needs to challenge the ‘good AI’ myth pushed by tech companies
#Tech #AI #GoodAI #AIMyth #TechEthics #DataBias #PrivacyRights #SurveillanceCapitalism #AlgorithmicBias #ResistAI #CriticalTech #EthicalAI #DigitalRights #TechJustice
https://the-14.com/heres-why-the-public-needs-to-challenge-the-good-ai-myth-pushed-by-tech-companies/

Here’s why the public needs to challenge the ‘good AI’ myth pushed by tech companies
#Tech #AI #GoodAI #AIMyth #TechEthics #DataBias #PrivacyRights #SurveillanceCapitalism #AlgorithmicBias #ResistAI #CriticalTech #EthicalAI #DigitalRights #TechJustice
https://the-14.com/heres-why-the-public-needs-to-challenge-the-good-ai-myth-pushed-by-tech-companies/

Here’s why the public needs to challenge the ‘good AI’ myth pushed by tech companies
#Tech #AI #GoodAI #AIMyth #TechEthics #DataBias #PrivacyRights #SurveillanceCapitalism #AlgorithmicBias #ResistAI #CriticalTech #EthicalAI #DigitalRights #TechJustice
https://the-14.com/heres-why-the-public-needs-to-challenge-the-good-ai-myth-pushed-by-tech-companies/

Here’s why the public needs to challenge the ‘good AI’ myth pushed by tech companies
#Tech #AI #GoodAI #AIMyth #TechEthics #DataBias #PrivacyRights #SurveillanceCapitalism #AlgorithmicBias #ResistAI #CriticalTech #EthicalAI #DigitalRights #TechJustice
https://the-14.com/heres-why-the-public-needs-to-challenge-the-good-ai-myth-pushed-by-tech-companies/

A significant source of bias comes from skewed or incomplete data sets used to train AI algorithms. This can lead to skewed outcomes. #DataBias

One way AI models become biased is through confusing correlation with causation. Two correlated factors changing together don't necessarily mean one causes the other. #DataBias

AI struggles with less common data: Inconsistent results for Valletta Bastions (actual mean height: 25m) highlight issues with insufficient training data. We also touch on AI poisoning.

https://www.alanbonnici.com/2025/03/ai-got-it-wrong-missing-information-or.html

#AI #DataBias #Valletta #TTMO #ArtificialIntelligence #hallucination #Mistakes #TestingAI #InsufficientData #DataPoisoning

AI struggles with less common data: Inconsistent results for Valletta Bastions (actual mean height: 25m) highlight issues with insufficient training data. We also touch on AI poisoning.

https://www.alanbonnici.com/2025/03/ai-got-it-wrong-missing-information-or.html

#AI #DataBias #Valletta #TTMO #ArtificialIntelligence #hallucination #Mistakes #TestingAI #InsufficientData #DataPoisoning

AI struggles with less common data: Inconsistent results for Valletta Bastions (actual mean height: 25m) highlight issues with insufficient training data. We also touch on AI poisoning.

https://www.alanbonnici.com/2025/03/ai-got-it-wrong-missing-information-or.html

#AI #DataBias #Valletta #TTMO #ArtificialIntelligence #hallucination #Mistakes #TestingAI #InsufficientData #DataPoisoning

AI struggles with less common data: Inconsistent results for Valletta Bastions (actual mean height: 25m) highlight issues with insufficient training data. We also touch on AI poisoning.

https://www.alanbonnici.com/2025/03/ai-got-it-wrong-missing-information-or.html

#AI #DataBias #Valletta #TTMO #ArtificialIntelligence #hallucination #Mistakes #TestingAI #InsufficientData #DataPoisoning

AI struggles with less common data: Inconsistent results for Valletta Bastions (actual mean height: 25m) highlight issues with insufficient training data. We also touch on AI poisoning.

https://www.alanbonnici.com/2025/03/ai-got-it-wrong-missing-information-or.html

#AI #DataBias #Valletta #TTMO #ArtificialIntelligence #hallucination #Mistakes #TestingAI #InsufficientData #DataPoisoning

Data Literacy Essentials by SAS | CoListy
Unlock the power of data with the 'Data Literacy Essentials' course. This 3-hour self-paced program teaches you how to understand, analyze, and use data meaningfully. Perfect for students, educators, and anyone looking to upskill in data literacy.
#dataliteracycourse #learndataanalysis #data-drivendecisionmaking #understandingdatapatterns #datainsights #datareliability #databias #dataskillsforstudents

https://colisty.netlify.app/courses/data-literacy-essentials-by-sas/

"What the AI boom is getting wrong (and right), according to Hugging Face’s head of global policy"

(@irenesolaiman & @abebab & @[email protected] via @hypervisible.bsky.social)

https://restofworld.org/2024/hugging-face-ai-boom/

#HuggingFace #AIResearch #DataBias #TrainingData

"Data does not lie" or does it? 🤔 In this Substack post, Anthropic's Opus LLM and I collaborate to debunk this misleading statement from both serious and satirical perspectives. Explore the ways data can deceive, from biased collection to manipulated presentation, and how these issues impact AI models. A thought-provoking and entertaining read!

@Nomad @jackconsidine #DataBias #AIEthics #ai #aurorail

https://open.substack.com/pub/jimschweizer/p/the-data-does-not-lie?r=1xcfu6&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

More: ""empiricism washing": take a biased procedure and feed it to an algorithm, and then you get to go and do more biased procedures, and whenever anyone accuses you of bias, you can insist that you're just following an empirical conclusion of a neutral algorithm, because "math can't be racist."
#EmpiricismWashing #dataBias #AI

More: ""empiricism washing": take a biased procedure and feed it to an algorithm, and then you get to go and do more biased procedures, and whenever anyone accuses you of bias, you can insist that you're just following an empirical conclusion of a neutral algorithm, because "math can't be racist."
#EmpiricismWashing #dataBias #AI

Data bias -- the hidden risk of AI and how to address it [Q&A] #QandA #ArtificialIntelligence #DataBias

https://betanews.com/2023/07/19/data-bias-the-hidden-risk-of-ai-and-how-to-address-it-qa/

Hi folks! Just moved servers so I figured I'd post my #introduction again.

I don't post on social media all that often, but here are some things I love to talk about:

🎲 #boardgames (love Wingspan, Everdell, and Root 😍)
🎮 #jrpgs
🍿 #movies
🖥️#databias and #techethics
📷 #photography

-> Men exemplen är många som visar att problemen med bias tvärtom istället kan amplifieras av AI-stödda beslutsunderlag, pga dålig kvalitet och inbyggd bias i datan som AI:n är tränad på.

Vi uppmärksammade problemet med ”diskriminerande algoritmer” för ett par år sedan i tv-serien Vår digitala planet. Några fall var riktigt obehagliga.

2/2

#ai #aiethics #databias https://urplay.se/program/216098-var-digitala-planet-i-fokus-diskriminerande-algoritmer

Hi 🐘! I'm new here so I figured I'd post an #introduction.

I don't post on social media all that often, but here are some things I love to talk about:

🎲 #boardgames (love Wingspan, Everdell, and Root 😍)
🎮 #jrpgs
🖥️#databias and #techethics
📷 #photography

Also really into #movies and used to use the bird app to keep up to date with what's going on in the film festival circuit.

#TwitterMigration

#datascience #machinelearning #AI folks. My #introduction I used #statisticalanalysis in #biology hence easy transition to using it for #data #analysis in #industry #R&D when #computational #resources greater & more #data. Projects included use of #evolutionarycomputing #distributedsystems #recsys #UXanalysis (#quantitative/#qualitative) #visualisation. With more knowledge of diverse data sources also aware of issues of #dataprivacy #dataprotection #databias and effects on #ML #AI.

#datascience #machinelearning #AI folks. My #introduction I used #statisticalanalysis in #biology hence easy transition to using it for #data #analysis in #industry #R&D when #computational #resources greater & more #data. Projects included use of #evolutionarycomputing #distributedsystems #recsys #UXanalysis (#quantitative/#qualitative) #visualisation. With more knowledge of diverse data sources also aware of issues of #dataprivacy #dataprotection #databias and effects on #ML #AI.

#datascience #machinelearning #AI folks. My #introduction I used #statisticalanalysis in #biology hence easy transition to using it for #data #analysis in #industry #R&D when #computational #resources greater & more #data. Projects included use of #evolutionarycomputing #distributedsystems #recsys #UXanalysis (#quantitative/#qualitative) #visualisation. With more knowledge of diverse data sources also aware of issues of #dataprivacy #dataprotection #databias and effects on #ML #AI.

#datascience #machinelearning #AI folks. My #introduction I used #statisticalanalysis in #biology hence easy transition to using it for #data #analysis in #industry #R&D when #computational #resources greater & more #data. Projects included use of #evolutionarycomputing #distributedsystems #recsys #UXanalysis (#quantitative/#qualitative) #visualisation. With more knowledge of diverse data sources also aware of issues of #dataprivacy #dataprotection #databias and effects on #ML #AI.

#datascience #machinelearning #AI folks. My #introduction I used #statisticalanalysis in #biology hence easy transition to using it for #data #analysis in #industry #R&D when #computational #resources greater & more #data. Projects included use of #evolutionarycomputing #distributedsystems #recsys #UXanalysis (#quantitative/#qualitative) #visualisation. With more knowledge of diverse data sources also aware of issues of #dataprivacy #dataprotection #databias and effects on #ML #AI.

AWS announces SageMaker Clarify to help reduce bias in machine learning models - As companies rely increasingly on machine learning models to run their businesses, it’s imperative t... - http://feedproxy.google.com/~r/Techcrunch/~3/FHO8fBJaCXM/ #artificialintelligence #awsre:invent2020 #amazonsagemaker #machinelearning #enterprise #databias #amazon #cloud