Jordi Cabot<p>(now online) Training <a href="https://fediscience.org/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ML</span></a> on fair data is key to ensure the resulting ML models will be from <a href="https://fediscience.org/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> and other <a href="https://fediscience.org/tags/ethical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethical</span></a> concerns. ⚖️⚖️⚖️</p><p>But is scientific data annotated with enough metadata to evaluate potential <a href="https://fediscience.org/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> in the data (and its gathering process)? (TL;DR it's a disaster 😭😭)</p><p>Are at least improving on this? What can we do to fix this situation? ⬇️⬇️</p><p><a href="https://www.nature.com/articles/s41597-025-04402-4" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41597-025</span><span class="invisible">-04402-4</span></a></p><p>(work led by Joan Giner Miguelez with Abel Gómez and yours truly)<br> <br><a href="https://fediscience.org/tags/openaccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openaccess</span></a> hashtag#scientificdata <a href="https://fediscience.org/tags/empirical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>empirical</span></a> hashtag#fairness <a href="https://fediscience.org/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://fediscience.org/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://fediscience.org/tags/trustworthiness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>trustworthiness</span></a> <a href="https://fediscience.org/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ResponsibleAI</span></a></p>
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#biases
3 posts · 3 participants · 0 posts today
🅰🅻🅸🅲🅴 (🌈🦄)<p>You have to greet a group of strangers in a casual setting. Which group + greeting combo(s) would you be most uncomfortable using?</p><p>For group purposes, consider a femme group to include any combination cis/trans people who identify as women; masc group as men; and mixed group as men, women, and/or nonbinary folx.</p><p>For greeting purposes, consider "guys" to be interchangeable with any other masculine collective term (i.e. boys, men, etc.), and "gals" to be interchangeable with any other feminine collective term (i.e. girls, ladies, etc.).</p><p><a href="https://lgbtqia.space/tags/Poll" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Poll</span></a> <a href="https://lgbtqia.space/tags/AskFedi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AskFedi</span></a> <a href="https://lgbtqia.space/tags/Pronouns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Pronouns</span></a> <a href="https://lgbtqia.space/tags/Biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biases</span></a></p>
Blauer🔗🔨 Klabauter (oald)<p><a href="https://sunbeam.city/tags/accessible" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>accessible</span></a><br><a href="https://sunbeam.city/tags/activism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>activism</span></a><br><a href="https://sunbeam.city/tags/activists" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>activists</span></a><br><a href="https://sunbeam.city/tags/advocacy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advocacy</span></a><br><a href="https://sunbeam.city/tags/advocate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advocate</span></a><br><a href="https://sunbeam.city/tags/advocates" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>advocates</span></a><br><a href="https://sunbeam.city/tags/affirming_care" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>affirming_care</span></a><br><a href="https://sunbeam.city/tags/all_inclusive" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>all_inclusive</span></a><br><a href="https://sunbeam.city/tags/allyship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>allyship</span></a><br><a href="https://sunbeam.city/tags/anti_racism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>anti_racism</span></a><br><a href="https://sunbeam.city/tags/antiracist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>antiracist</span></a><br><a href="https://sunbeam.city/tags/assigned_at_birth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>assigned_at_birth</span></a><br><a href="https://sunbeam.city/tags/assigned_female_at_birth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>assigned_female_at_birth</span></a><br><a href="https://sunbeam.city/tags/assigned_male_at_birth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>assigned_male_at_birth</span></a><br><a href="https://sunbeam.city/tags/at_risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>at_risk</span></a><br><a href="https://sunbeam.city/tags/barrier" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>barrier</span></a><br><a href="https://sunbeam.city/tags/barriers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>barriers</span></a><br><a href="https://sunbeam.city/tags/belong" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>belong</span></a><br><a href="https://sunbeam.city/tags/bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bias</span></a><br><a href="https://sunbeam.city/tags/biased" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biased</span></a><br><a href="https://sunbeam.city/tags/biased_toward" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biased_toward</span></a><br><a href="https://sunbeam.city/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a><br><a href="https://sunbeam.city/tags/biases_towards" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases_towards</span></a><br><a href="https://sunbeam.city/tags/biologically_female" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biologically_female</span></a><br><a href="https://sunbeam.city/tags/biologically_male" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biologically_male</span></a><br><a href="https://sunbeam.city/tags/BIPOC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BIPOC</span></a><br><a href="https://sunbeam.city/tags/Black" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Black</span></a><br><a href="https://sunbeam.city/tags/breastfeed_people" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>breastfeed_people</span></a><br><a href="https://sunbeam.city/tags/breastfeed_person" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>breastfeed_person</span></a><br><a href="https://sunbeam.city/tags/chestfeed_people" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chestfeed_people</span></a><br><a href="https://sunbeam.city/tags/chestfeed_person" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chestfeed_person</span></a><br><a href="https://sunbeam.city/tags/clean_energy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>clean_energy</span></a><br><a href="https://sunbeam.city/tags/climate_crisis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climate_crisis</span></a><br><a href="https://sunbeam.city/tags/climate_science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climate_science</span></a><br><a href="https://sunbeam.city/tags/commercial_sex_worker" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>commercial_sex_worker</span></a><br><a href="https://sunbeam.city/tags/community_diversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>community_diversity</span></a><br><a href="https://sunbeam.city/tags/community_equity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>community_equity</span></a><br><a href="https://sunbeam.city/tags/confirmation_bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>confirmation_bias</span></a><br><a href="https://sunbeam.city/tags/cultural_competence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cultural_competence</span></a><br><a href="https://sunbeam.city/tags/cultural_differences" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cultural_differences</span></a><br><a href="https://sunbeam.city/tags/cultural_heritage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cultural_heritage</span></a><br><a href="https://sunbeam.city/tags/cultural_sensitivity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cultural_sensitivity</span></a><br><a href="https://sunbeam.city/tags/culturally_appropriate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>culturally_appropriate</span></a><br><a href="https://sunbeam.city/tags/culturally_responsive" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>culturally_responsive</span></a><br><a href="https://sunbeam.city/tags/DEI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DEI</span></a><br><a href="https://sunbeam.city/tags/DEIA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DEIA</span></a><br><a href="https://sunbeam.city/tags/DEIAB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DEIAB</span></a><br><a href="https://sunbeam.city/tags/DEIJ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DEIJ</span></a><br><a href="https://sunbeam.city/tags/disabilities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>disabilities</span></a><br><a href="https://sunbeam.city/tags/disability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>disability</span></a></p>
riannejar<p>Now I've seen it all: Mindfulness therapy for stressed-out BOTs [via UZH News] 🧪🖥️🧠😰</p><p>“The <a href="https://beta.argyle.social/tags/mindfulness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mindfulness</span></a> <a href="https://beta.argyle.social/tags/exercises" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>exercises</span></a> significantly reduced [] elevated anxiety levels, although we couldn’t quite return them to their baseline levels”</p><p>www.news.uzh.ch/en/articles/...</p><p><a href="https://beta.argyle.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://beta.argyle.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ChatGPT</span></a> <a href="https://beta.argyle.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> <a href="https://beta.argyle.social/tags/stress" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>stress</span></a> <a href="https://beta.argyle.social/tags/anxiety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>anxiety</span></a><br><a href="https://www.news.uzh.ch/en/articles/media/2025/AI-therapy.html" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">news.uzh.ch/en/articles/media/</span><span class="invisible">2025/AI-therapy.html</span></a></p>
riannejar<p>Now I've seen it all: Mindfulness therapy for stressed-out BOTs [via UZH News] 🧪🖥️🧠😰</p><p>“The <a href="https://beta.argyle.social/tags/mindfulness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mindfulness</span></a> <a href="https://beta.argyle.social/tags/exercises" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>exercises</span></a> significantly reduced [] elevated anxiety levels, although we couldn’t quite return them to their baseline levels”</p><p>www.news.uzh.ch/en/articles/...</p><p><a href="https://beta.argyle.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://beta.argyle.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ChatGPT</span></a> <a href="https://beta.argyle.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> <a href="https://beta.argyle.social/tags/stress" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>stress</span></a> <a href="https://beta.argyle.social/tags/anxiety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>anxiety</span></a><br><a href="https://www.news.uzh.ch/en/articles/media/2025/AI-therapy.html" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">news.uzh.ch/en/articles/media/</span><span class="invisible">2025/AI-therapy.html</span></a></p>
Melissa<p>Here are my current Seventeen biases! DK is probably my ult Seventeen bias. I mean he's got everything I could want in a bias! I'm sure I'll have more biases soon, but these 4 are my faves right now! </p><p><a href="https://mastodon.social/tags/kpop" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>kpop</span></a> <a href="https://mastodon.social/tags/music" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>music</span></a> <a href="https://mastodon.social/tags/seventeen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>seventeen</span></a> <a href="https://mastodon.social/tags/svt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>svt</span></a> <a href="https://mastodon.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a></p>
Autiste à :ch_Vaud:🌊 #woke<p>What Happened to <a href="https://tooting.ch/tags/JonStewart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>JonStewart</span></a>? — A Retrospective</p><p>This is an already 2-years old video, but I would recommend it strongly to everyone interested in understanding the role of <a href="https://tooting.ch/tags/politicalsatire" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>politicalsatire</span></a> in nowadays <a href="https://tooting.ch/tags/public" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>public</span></a> <a href="https://tooting.ch/tags/discourses" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>discourses</span></a>, and especially to fans of the <a href="https://tooting.ch/tags/DailyShow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DailyShow</span></a> with Jon Stewart, as they are particularly likely to share some of his most problematic <a href="https://tooting.ch/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a>, that is the appeal to <a href="https://tooting.ch/tags/rationality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rationality</span></a> and this idea that only <a href="https://tooting.ch/tags/polite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>polite</span></a> conversation is fit for <a href="https://tooting.ch/tags/democracy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>democracy</span></a>. </p><p><a href="https://www.youtube.com/watch?v=9hCxHvogsTY" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=9hCxHvogsT</span><span class="invisible">Y</span></a></p>
Mx Verda<p><span class="h-card" translate="no"><a href="https://zirk.us/@StingrayBadger" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>StingrayBadger</span></a></span> Gambler's Fallacy, but also potentially / in my estimation: <br>Anchoring Bias, Availability Cascade, Availability Heuristic, (I would argue Accessibility Heuristic too), <br>Bandwagon Effect, False Consensus, Herd Instinct, Loss Aversion, Projection Bias, <br>Self-serving Bias, Semmelweis Reflex, and/or Zero-Risk Bias.</p><p>although <a href="https://sites.google.com/site/skepticalmedicine/cognitive-biases" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">sites.google.com/site/skeptica</span><span class="invisible">lmedicine/cognitive-biases</span></a> lists dunning-kruger <br>and iirc there was something about that one either being misrepresented, widely misunderstood, or just outdated -- idk. </p><p>And obviously: <br>neither you nor I nor readers / lurkers <br>are immune from any of these tendencies. </p><p>e.g. Attribution Bias, Experimenter's or Expectation Bias, Hawthorne Effect (all of social medoa tbh), Self-fulfilling Prophecy, Stereotyping, Trait Ascription Bias, White Hat Bias, and / or Wishful Thinking. </p><p><a href="https://lgbtqia.space/tags/CognitiveBias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CognitiveBias</span></a> <a href="https://lgbtqia.space/tags/Bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bias</span></a> <a href="https://lgbtqia.space/tags/Biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biases</span></a> <a href="https://lgbtqia.space/tags/Biased" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biased</span></a> <a href="https://lgbtqia.space/tags/perspective" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>perspective</span></a> <a href="https://lgbtqia.space/tags/PoV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PoV</span></a> <a href="https://lgbtqia.space/tags/Thinking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Thinking</span></a> <a href="https://lgbtqia.space/tags/Expectations" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Expectations</span></a> <a href="https://lgbtqia.space/tags/shortcuts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shortcuts</span></a> <a href="https://lgbtqia.space/tags/psych" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>psych</span></a> <a href="https://lgbtqia.space/tags/psychology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>psychology</span></a> <a href="https://lgbtqia.space/tags/psychiatry" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>psychiatry</span></a> <a href="https://lgbtqia.space/tags/cognition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cognition</span></a> <a href="https://lgbtqia.space/tags/Brain" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Brain</span></a> <a href="https://lgbtqia.space/tags/brains" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>brains</span></a> <a href="https://lgbtqia.space/tags/ConserveEnergy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ConserveEnergy</span></a></p>
-0--1-<p><span class="h-card" translate="no"><a href="https://jasette.facil.services/@jerome" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>jerome</span></a></span> Yes. It is a product of the <a href="https://mastodon.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> of the culture in which it was developed. The ONLY way for clean and transparent AI/LLM models to develop and not become tools of the <a href="https://mastodon.social/tags/oligarchy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>oligarchy</span></a> <a href="https://mastodon.social/tags/government" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>government</span></a>, is from <a href="https://mastodon.social/tags/Competition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Competition</span></a>. I keep using many different AI models from many different cultures and countries. It's the only way.</p>
Jordi Cabot<p>I'm sure you use <a href="https://fediscience.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a> for a text-to-image generation? 📜➡️🖼️</p><p>BUT, are you aware of all the <a href="https://fediscience.org/tags/social" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>social</span></a> <a href="https://fediscience.org/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> that those images may embed?</p><p>In our latest paper "Evaluating Representational Harms in Text-to-Image Models" we present a <a href="https://fediscience.org/tags/DSL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DSL</span></a> and <a href="https://fediscience.org/tags/testing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>testing</span></a> <a href="https://fediscience.org/tags/framework" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>framework</span></a> to <a href="https://fediscience.org/tags/test" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>test</span></a> <a href="https://fediscience.org/tags/ethical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethical</span></a> concerns in image <a href="https://fediscience.org/tags/generation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>generation</span></a> from <a href="https://fediscience.org/tags/prompts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>prompts</span></a>.</p><p>🔗 <a href="https://modeling-languages.com/evaluating-representational-harms-in-text-to-image-models/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">modeling-languages.com/evaluat</span><span class="invisible">ing-representational-harms-in-text-to-image-models/</span></a> <a href="https://fediscience.org/tags/openaccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openaccess</span></a></p><p>⚙️ <a href="https://github.com/SOM-Research/ImageBiTe" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/SOM-Research/ImageB</span><span class="invisible">iTe</span></a></p><p>Work to be presented at CAIN: International Conference on AI Engineering - Software Engineering for AI . </p><p><a href="https://fediscience.org/tags/texttoimage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>texttoimage</span></a> <a href="https://fediscience.org/tags/bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bias</span></a> <a href="https://fediscience.org/tags/ethics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethics</span></a> <a href="https://fediscience.org/tags/ethicalAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethicalAI</span></a> <a href="https://fediscience.org/tags/EUAIAct" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EUAIAct</span></a></p>
Jordi Cabot<p><a href="https://fediscience.org/tags/Scientific" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scientific</span></a> papers include more and more often <a href="https://fediscience.org/tags/replication" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>replication</span></a> packages with valuable <a href="https://fediscience.org/tags/datasets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datasets</span></a> that are then frequently used to train <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> and <a href="https://fediscience.org/tags/MachineLearing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearing</span></a> models. </p><p>But with datasets not properly <a href="https://fediscience.org/tags/documented" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>documented</span></a> with information about their <a href="https://fediscience.org/tags/provenance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>provenance</span></a>, <a href="https://fediscience.org/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> and other <a href="https://fediscience.org/tags/social" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>social</span></a> concerns, this is risky as the <a href="https://fediscience.org/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ML</span></a> models will use in environments for which the data was not representative, yielding potentially wrong conclusions. </p><p>In this work, we have analyzed the datasets in two top dataset journals to study their <a href="https://fediscience.org/tags/documentation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>documentation</span></a> <a href="https://fediscience.org/tags/practices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>practices</span></a> and propose a few recommendations to improve the current situation. </p><p>Paper accepted in the 𝘕𝘢𝘵𝘶𝘳𝘦'𝘴 𝘚𝘤𝘪𝘦𝘯𝘵𝘪𝘧𝘪𝘤 𝘋𝘢𝘵𝘢 journal</p><p>Pre-print <a href="https://arxiv.org/pdf/2401.10304" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/pdf/2401.10304</span><span class="invisible"></span></a></p>
Mark Wyner Won’t Comply :vm:<p>Tonight I revisited the chapter on biases in my book. I had the focus entirely wrong. I had an idea so I went back in to see what I could do. Now I absolutely love it!</p><p>What a great feeling this is. I’m confident it will really improve the flow and set a stronger foundation for the rest of the book. 🎉</p><p>(For those who don’t know, my book is about exclusivity and biases in design.)</p><p><a href="https://mas.to/tags/Writing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Writing</span></a> <a href="https://mas.to/tags/Book" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Book</span></a> <a href="https://mas.to/tags/Author" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Author</span></a> <a href="https://mas.to/tags/Biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biases</span></a> <a href="https://mas.to/tags/Exclusivity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Exclusivity</span></a> <a href="https://mas.to/tags/Design" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Design</span></a></p>
The Krononaut Moon Project 🌑<p>[2/3] It's not showing how remote viewing can explain <a href="https://me.dm/tags/UFOs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>UFOs</span></a>. It's not showing remote viewing at all, so far.</p><p>Post <a href="https://me.dm/tags/Newton" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Newton</span></a>, <a href="https://me.dm/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a> & <a href="https://me.dm/tags/philosophical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>philosophical</span></a> thought require <a href="https://me.dm/tags/math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>math</span></a> & other <a href="https://me.dm/tags/technologies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>technologies</span></a> that extend our <a href="https://me.dm/tags/human" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>human</span></a> senses & capabilities — <a href="https://me.dm/tags/radioastronomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>radioastronomy</span></a> for example. These methods reach beyond our <a href="https://me.dm/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a>, <a href="https://me.dm/tags/intuitions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>intuitions</span></a> & other limitations. </p><p>The show asks us to be <a href="https://me.dm/tags/skeptical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>skeptical</span></a> of official agendas, but then clouds its own <a href="https://me.dm/tags/agenda" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>agenda</span></a>. It knows a few things, but does it reveal hard <a href="https://me.dm/tags/truths" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>truths</span></a> about <a href="https://me.dm/tags/UFOs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>UFOs</span></a>?</p>
BellingenNSW<p>Quiet extinctions of invertebrates are largely unnoticed and unmourned</p><p>‘This is the way the world ends; not with a bang but a whimper’ TS Eliot, The Hollow Men </p><p>"Australian species have become extinct over this 236-year period...We predict that 39–148 species will become extinct in 2024. This is inconsistent with a recent pledge by the Australian government to prevent all extinction...Unless there is a major increase in investment and change in conservation priorities, and more effective control of threats, this rate of extinction will increase. We should not simply maintain the current conservation status quo and let these extinctions happen."</p><p>"So long as invertebrate extinctions remain nameless and invisible, this failure cannot be demonstrated, or readily overcome; and efforts will instead be directed towards the less imperilled, but better-known and iconic species."<br>>><br>Woinarski JCZ, Braby MF, Gibb H, et al. This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates. Cambridge Prisms: Extinction. 2024;2:e23. doi:10.1017/ext.2024.26 <br><a href="https://www.cambridge.org/core/journals/cambridge-prisms-extinction/article/this-is-the-way-the-world-ends-not-with-a-bang-but-a-whimper-estimating-the-number-and-ongoing-rate-of-extinctions-of-australian-nonmarine-invertebrates/D0DCAA03EBA7ACC25F98F7BF5D87A2A6" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">cambridge.org/core/journals/ca</span><span class="invisible">mbridge-prisms-extinction/article/this-is-the-way-the-world-ends-not-with-a-bang-but-a-whimper-estimating-the-number-and-ongoing-rate-of-extinctions-of-australian-nonmarine-invertebrates/D0DCAA03EBA7ACC25F98F7BF5D87A2A6</span></a><br><a href="https://mastodon.au/tags/invertebrates" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>invertebrates</span></a> <a href="https://mastodon.au/tags/extinction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>extinction</span></a> <a href="https://mastodon.au/tags/narrative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>narrative</span></a> <a href="https://mastodon.au/tags/QuietExtinctions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QuietExtinctions</span></a> <a href="https://mastodon.au/tags/ecosystem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ecosystem</span></a> <a href="https://mastodon.au/tags/biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biodiversity</span></a> <a href="https://mastodon.au/tags/HabitatDestruction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HabitatDestruction</span></a> <a href="https://mastodon.au/tags/habitat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>habitat</span></a> <a href="https://mastodon.au/tags/degradation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>degradation</span></a> <a href="https://mastodon.au/tags/taxonomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>taxonomy</span></a> <a href="https://mastodon.au/tags/TaxonomicInequality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TaxonomicInequality</span></a> <a href="https://mastodon.au/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> <a href="https://mastodon.au/tags/cute" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cute</span></a> <a href="https://mastodon.au/tags/iconic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>iconic</span></a> <a href="https://mastodon.au/tags/disinterest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>disinterest</span></a> <a href="https://mastodon.au/tags/BushBlitz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BushBlitz</span></a> <a href="https://mastodon.au/tags/conservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>conservation</span></a> <a href="https://mastodon.au/tags/values" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>values</span></a></p>
SwindlerOfInsanity<p>I've noticed something, news <a href="https://mastodon.social/tags/media" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>media</span></a> is manipulative. Many headlines and articles from mainstream news outlets are written in a deliberately provocative way that reinforces unfounded <a href="https://mastodon.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> or <a href="https://mastodon.social/tags/assumptions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>assumptions</span></a>. <a href="https://mastodon.social/tags/polarization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>polarization</span></a> weakens the social bonds that hold communities together. focusing on what divides people you weaken trust. This feels like a deliberate and systematic attack intended to break communities apart and sow distrust. and it seems to be happening independent of political orientation.</p>
Rob Whiting 📓<p>“✨ <a href="https://mastodon.cloud/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> systems tend to take on human <a href="https://mastodon.cloud/tags/Biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biases</span></a> and amplify them, causing people who use that <a href="https://mastodon.cloud/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> to become more biased themselves, finds a new study …”</p><p><a href="https://www.sciencedaily.com/releases/2024/12/241218132137.htm" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencedaily.com/releases/2024</span><span class="invisible">/12/241218132137.htm</span></a></p>
Susan Larson ♀️🏳️🌈🏳️⚧️🌈<p><a href="https://mastodon.online/tags/PoliceChief" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PoliceChief</span></a> begs <a href="https://mastodon.online/tags/transphobes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transphobes</span></a> to stop falsely claiming <a href="https://mastodon.online/tags/Wisconsin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Wisconsin</span></a> <a href="https://mastodon.online/tags/schoolshooter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>schoolshooter</span></a> was <a href="https://mastodon.online/tags/trans" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>trans</span></a>. </p><p>"I wish people would leave their own <a href="https://mastodon.online/tags/personal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>personal</span></a> <a href="https://mastodon.online/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> out of this," the local police chief said. </p><p><a href="https://mastodon.online/tags/Women" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Women</span></a> <a href="https://mastodon.online/tags/Transgender" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Transgender</span></a> <a href="https://mastodon.online/tags/LGBTQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LGBTQ</span></a> <a href="https://mastodon.online/tags/LGBTQIA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LGBTQIA</span></a> <a href="https://mastodon.online/tags/Washington" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Washington</span></a> <a href="https://mastodon.online/tags/Conservatives" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Conservatives</span></a> <a href="https://mastodon.online/tags/Extremism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Extremism</span></a> <a href="https://mastodon.online/tags/Fascism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Fascism</span></a> <a href="https://mastodon.online/tags/Disinformation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Disinformation</span></a> <a href="https://mastodon.online/tags/Hate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Hate</span></a> <a href="https://mastodon.online/tags/Bigotry" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bigotry</span></a> <a href="https://mastodon.online/tags/Violence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Violence</span></a> <a href="https://mastodon.online/tags/Transphobia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Transphobia</span></a> </p><p><a href="https://www.lgbtqnation.com/2024/12/police-chief-begs-transphobes-to-stop-saying-wisconsin-school-shooter-was-trans/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">lgbtqnation.com/2024/12/police</span><span class="invisible">-chief-begs-transphobes-to-stop-saying-wisconsin-school-shooter-was-trans/</span></a></p>
JMLR<p>'Debiasing Evaluations That Are Biased by Evaluations', by Jingyan Wang, Ivan Stelmakh, Yuting Wei, Nihar Shah.</p><p><a href="http://jmlr.org/papers/v25/22-0775.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v25/22-0775.ht</span><span class="invisible">ml</span></a> <br> <br><a href="https://sigmoid.social/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> <a href="https://sigmoid.social/tags/bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bias</span></a> <a href="https://sigmoid.social/tags/regularized" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>regularized</span></a></p>
Mark Wyner Won’t Comply :vm:<p>I wrote a piece about how we learn racism. It’s complicated. But if we acknowledge it instead of running, we can unlearn and do better.</p><p>“Most white people struggle with the idea that systemic racism even exists, or that we are personally responsible for fueling it. It stings when you consciously see yourself as an ally, and then find yourself labeled an oppressor. It’s highly uncomfortable. So people avoid it.”</p><p><a href="https://markwrites.io/rodney-the-drinking-fountain-and-the-little-white-racist-how-i-learned-to" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">markwrites.io/rodney-the-drink</span><span class="invisible">ing-fountain-and-the-little-white-racist-how-i-learned-to</span></a></p><p><a href="https://mas.to/tags/SystemicRacism" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SystemicRacism</span></a> <a href="https://mas.to/tags/WhitePrivilege" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WhitePrivilege</span></a> <a href="https://mas.to/tags/Biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biases</span></a> <a href="https://mas.to/tags/BlackLivesMatter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackLivesMatter</span></a></p>
Jordi Cabot<p>✈️✈️ Flying to London to attend the <a href="https://fediscience.org/tags/Open" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Open</span></a> <a href="https://fediscience.org/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Innovation</span></a> hashtag#AI <a href="https://fediscience.org/tags/Research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Research</span></a> <a href="https://fediscience.org/tags/Community" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Community</span></a> Annual Research <a href="https://fediscience.org/tags/Workshop" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Workshop</span></a> where I'll be presenting our <a href="https://fediscience.org/tags/redteaming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>redteaming</span></a> efforts to uncover <a href="https://fediscience.org/tags/biases" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biases</span></a> in <a href="https://fediscience.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a>.</p><p>To know more about our <a href="https://fediscience.org/tags/ethical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethical</span></a> <a href="https://fediscience.org/tags/testing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>testing</span></a> <a href="https://fediscience.org/tags/framework" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>framework</span></a>:<br>📜<a href="https://lnkd.in/eedS2DbD" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lnkd.in/eedS2DbD</span><span class="invisible"></span></a><br>⚙️ <a href="https://lnkd.in/eW5S7aax" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lnkd.in/eW5S7aax</span><span class="invisible"></span></a></p><p>All this is part of our efforts in the BESSER project to make sure we can use <a href="https://fediscience.org/tags/lowcode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>lowcode</span></a> tools to automatically generate <a href="https://fediscience.org/tags/software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>software</span></a> that it is <a href="https://fediscience.org/tags/ethicalbydesign" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethicalbydesign</span></a></p>
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