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DiTraReTwo weeks left to submit your poster paper to our Symposium! Call for Posters: DiTraRe Symposium on Digitalisation of Research 2025 Submission deadline: Oct 17, 2025 Submission link: <a href="https://easychair.org/my/conference?conf=ditraresymposium2025" rel="nofollow noopener" translate="no" target="_blank">https://easychair.org/my/conference?conf=ditraresymposium2025</a> Conference website: <a href="https://www.ditrare.de/en/symposium-2025" rel="nofollow noopener" translate="no" target="_blank">https://www.ditrare.de/en/symposium-2025</a><a href="https://social.kit.edu/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://social.kit.edu/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://social.kit.edu/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://social.kit.edu/tags/agenticAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#agenticAI</a> <a href="https://social.kit.edu/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://social.kit.edu/tags/digitalisation" class="mention hashtag" rel="nofollow noopener" target="_blank">#digitalisation</a> <a href="https://social.kit.edu/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://social.kit.edu/tags/cfp" class="mention hashtag" rel="nofollow noopener" target="_blank">#cfp</a> @fiz_karlsruhe @fizise <a href="https://social.kit.edu/@KIT_Karlsruhe" class="u-url mention" rel="nofollow noopener" target="_blank">@KIT_Karlsruhe</a> <a href="https://social.kit.edu/@ITAS" class="u-url mention" rel="nofollow noopener" target="_blank">@ITAS</a> @AnnaJacyszyn @Feelix <a href="https://social.kit.edu/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://social.kit.edu/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://social.kit.edu/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://social.kit.edu/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://social.kit.edu/tags/legal" class="mention hashtag" rel="nofollow noopener" target="_blank">#legal</a> <a href="https://social.kit.edu/tags/ethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#ethics</a> <a href="https://social.kit.edu/tags/innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#innovation</a> <a href="https://social.kit.edu/tags/cfp" class="mention hashtag" rel="nofollow noopener" target="_blank">#cfp</a>

DiTraReThree weeks left to submit your poster paper to our Symposium! Call for Posters: DiTraRe Symposium on Digitalisation of Research 2025 Submission deadline: Oct 17, 2025 Submission link: <a href="https://easychair.org/my/conference?conf=ditraresymposium2025" rel="nofollow noopener" translate="no" target="_blank">https://easychair.org/my/conference?conf=ditraresymposium2025</a> Conference website: <a href="https://www.ditrare.de/en/symposium-2025" rel="nofollow noopener" translate="no" target="_blank">https://www.ditrare.de/en/symposium-2025</a><a href="https://social.kit.edu/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://social.kit.edu/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://social.kit.edu/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://social.kit.edu/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://social.kit.edu/tags/digitalisation" class="mention hashtag" rel="nofollow noopener" target="_blank">#digitalisation</a> <a href="https://social.kit.edu/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://social.kit.edu/tags/cfp" class="mention hashtag" rel="nofollow noopener" target="_blank">#cfp</a> <a href="https://wisskomm.social/@fiz_karlsruhe" class="u-url mention" rel="nofollow noopener" target="_blank">@fiz_karlsruhe</a> <a href="https://sigmoid.social/@fizise" class="u-url mention" rel="nofollow noopener" target="_blank">@fizise</a> <a href="https://social.kit.edu/@KIT_Karlsruhe" class="u-url mention" rel="nofollow noopener" target="_blank">@KIT_Karlsruhe</a> <a href="https://social.kit.edu/@ITAS" class="u-url mention" rel="nofollow noopener" target="_blank">@ITAS</a> <a href="https://sigmoid.social/@AnnaJacyszyn" class="u-url mention" rel="nofollow noopener" target="_blank">@AnnaJacyszyn</a> <a href="https://chaos.social/@Feelix" class="u-url mention" rel="nofollow noopener" target="_blank">@Feelix</a> <a href="https://social.kit.edu/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://social.kit.edu/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://social.kit.edu/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a>

DiTraReUnlock the next wave of AI-driven chemical discoveries with the Chemotion Knowledge Graph, a new open-source pipeline making lab data truly FAIR and intelligent. <a href="https://sigmoid.social/@enorouzi" class="u-url mention" rel="nofollow noopener" target="_blank">@enorouzi</a> Nicole Jung, <a href="https://sigmoid.social/@AnnaJacyszyn" class="u-url mention" rel="nofollow noopener" target="_blank">@AnnaJacyszyn</a> <a href="https://sigmoid.social/@joerg" class="u-url mention" rel="nofollow noopener" target="_blank">@joerg</a> and <a href="https://sigmoid.social/@lysander07" class="u-url mention" rel="nofollow noopener" target="_blank">@lysander07</a> AI4DiTraRe: Building the BFO-Compliant Chemotion Knowledge Graph to be published at Sci-K 2025 workshop at <a href="https://mastodon.social/@iswc_conf" class="u-url mention" rel="nofollow noopener" target="_blank">@iswc_conf</a> ' <a href="https://zenodo.org/records/17046436" rel="nofollow noopener" translate="no" target="_blank">https://zenodo.org/records/17046436</a><a href="https://social.kit.edu/tags/chemistry" class="mention hashtag" rel="nofollow noopener" target="_blank">#chemistry</a> <a href="https://nfdi.social/@NFDI4Chem" class="u-url mention" rel="nofollow noopener" target="_blank">@NFDI4Chem</a> <a href="https://social.kit.edu/tags/ditrare" class="mention hashtag" rel="nofollow noopener" target="_blank">#ditrare</a> <a href="https://social.kit.edu/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://social.kit.edu/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://social.kit.edu/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://social.kit.edu/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://social.kit.edu/tags/chemotion" class="mention hashtag" rel="nofollow noopener" target="_blank">#chemotion</a>

Harald SackThe SEMANTiCS 2025 agenda is packed: keynotes, workshops, paper sessions, posters, and networking opportunities every day. You can still register for on site or online participation 👉 <a href="https://2025-eu.semantics.cc" rel="nofollow noopener" translate="no" target="_blank">https://2025-eu.semantics.cc</a><a href="https://sigmoid.social/tags/SemanticsConf" class="mention hashtag" rel="nofollow noopener" target="_blank">#SemanticsConf</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/SemanticWeb" class="mention hashtag" rel="nofollow noopener" target="_blank">#SemanticWeb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://sigmoid.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a>

Europe Says<a href="https://www.europesays.com/2355470/" rel="nofollow noopener" translate="no" target="_blank">https://www.europesays.com/2355470/</a> Predicting water quality index using stacked ensemble regression and SHAP based explainable artificial intelligence <a href="https://pubeurope.com/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://pubeurope.com/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> <a href="https://pubeurope.com/tags/EnvironmentalMonitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#EnvironmentalMonitoring</a> <a href="https://pubeurope.com/tags/EnvironmentalSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#EnvironmentalSciences</a> <a href="https://pubeurope.com/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a>(XAI) <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#HumanitiesAndSocialSciences</a> <a href="https://pubeurope.com/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://pubeurope.com/tags/MathematicsAndComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#MathematicsAndComputing</a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener" target="_blank">#multidisciplinary</a> <a href="https://pubeurope.com/tags/PredictiveAnalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#PredictiveAnalytics</a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://pubeurope.com/tags/SHAP" class="mention hashtag" rel="nofollow noopener" target="_blank">#SHAP</a> <a href="https://pubeurope.com/tags/StackedRegressionEnsemble" class="mention hashtag" rel="nofollow noopener" target="_blank">#StackedRegressionEnsemble</a> <a href="https://pubeurope.com/tags/WaterPollution" class="mention hashtag" rel="nofollow noopener" target="_blank">#WaterPollution</a> <a href="https://pubeurope.com/tags/WaterQualityIndex" class="mention hashtag" rel="nofollow noopener" target="_blank">#WaterQualityIndex</a>(WQI)

Anita Graser 🇪🇺🇺🇦🇬🇪Very excited that our most recent paper on <a href="https://fosstodon.org/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a> & <a href="https://fosstodon.org/tags/ActiveLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#ActiveLearning</a> has been accepted to the <a href="https://fosstodon.org/tags/SENTIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#SENTIS</a> workshop at <a href="https://fosstodon.org/tags/semanticsconf" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticsconf</a> by <a href="https://sigmoid.social/@semantics" class="u-url mention" rel="nofollow noopener" target="_blank">@semantics</a> <a href="https://semsys.ai.wu.ac.at/sentis2025/" rel="nofollow noopener" translate="no" target="_blank">https://semsys.ai.wu.ac.at/sentis2025/</a>

Aneesh SatheAI: Explainable EnoughThey look really juicy, she said. I was sitting in a small room with a faint chemical smell, doing one my first customer interviews. There is a sweet spot between going too deep and asserting a position. Good AI has to be just explainable enough to satisfy the user without overwhelming them with information. Luckily, I wasn’t new to the problem. <a href="https://aneeshsathe.com/wp-content/uploads/2025/07/image-from-rawpixel-id-3045306-jpeg.jpg" rel="nofollow noopener" target="_blank"></a>Nuthatcher atop Persimmons (ca. 1910) by Ohara Koson. Original from The Clark Art Institute. Digitally enhanced by rawpixel.Coming from a microscopy and bio background with a strong inclination towards image analysis I had picked up deep learning as a way to be lazy in lab. Why bother figuring out features of interest when you can have a computer do it for you, was my angle. The issue was that in 2015 no biologist would accept any kind of deep learning analysis and definitely not if you couldn’t explain the details. What the domain expert user doesn’t want: – How a convolutional neural network works. Confidence scores, loss, AUC, are all meaningless to a biologist and also to a doctor. What the domain expert desires:  – Help at the lowest level of detail that they care about.  – AI identifies features A, B, C, and that when you see A, B, & C it is likely to be disease X. Most users don’t care how a deep learning really works. So, if you start giving them details like the IoU score of the object detection bounding box or if it was YOLO or R-CNN that you used their eyes will glaze over and you will never get a customer. Draw a bounding box, heat map, or outline, with the predicted label and stop there. It’s also bad to go to the other extreme. If the AI just states the diagnosis for the whole image then the AI might be right, but the user does not get to participate in the process. Not to mention regulatory risk goes way up.This applies beyong images, consider LLMs. No one with any expertise likes a black box. Today, why do LLMs generate code instead of directly doing the thing that the programmer is asking them to do? It’s because the programmer wants to ensure that the code “works” and they have the expertise to figure out if and when it goes wrong. It’s the same reason that vibe coding is great for prototyping but not for production and why frequent readers can spot AI patterns, ahem,  easily.  So in a Betty Crocker cake mix kind of way, let the user add the egg. Building explainable-enough AI takes immense effort. It actually is easier to train AI to diagnose the whole image or to give details. Generating high-quality data at that just right level is very difficult and expensive. However, do it right and the effort pays off. The outcome is an AI-Human causal prediction machine. Where the causes, i.e. the median level features, inform the user and build confidence towards the final outcome. The deep learning part is still a black box but the user doesn’t mind because you aid their thinking. I’m excited by some new developments like <a href="https://rex-xai.readthedocs.io/en/stable/" rel="nofollow noopener" target="_blank">REX</a> which sort of retro-fit causality onto usual deep learning models. With improvements in performance user preferences for detail may change, but I suspect that need for AI to be explainable enough will remain. Perhaps we will even have custom labels like ‘juicy’.<a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai/" target="_blank">#AI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-adoption/" target="_blank">#AIAdoption</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-communication/" target="_blank">#AICommunication</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-explainability/" target="_blank">#AIExplainability</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-for-doctors/" target="_blank">#AIForDoctors</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-in-healthcare/" target="_blank">#AIInHealthcare</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-in-the-wild/" target="_blank">#AIInTheWild</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-product-design/" target="_blank">#AIProductDesign</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/ai-ux/" target="_blank">#AIUX</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/artificial-intelligence/" target="_blank">#artificialIntelligence</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/betty-crocker-thinking/" target="_blank">#BettyCrockerThinking</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/biomedical-ai/" target="_blank">#BiomedicalAI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/business/" target="_blank">#Business</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/causal-ai/" target="_blank">#CausalAI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/data-product-design/" target="_blank">#DataProductDesign</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/deep-learning/" target="_blank">#DeepLearning</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/explainable-ai/" target="_blank">#ExplainableAI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/human-ai-interaction/" target="_blank">#HumanAIInteraction</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/image-analysis/" target="_blank">#ImageAnalysis</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/llms/" target="_blank">#LLMs</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/machine-learning-2/" target="_blank">#MachineLearning</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/startup-lessons/" target="_blank">#StartupLessons</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/statistics/" target="_blank">#statistics</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/tech-metaphors/" target="_blank">#TechMetaphors</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/tech-philosophy/" target="_blank">#techPhilosophy</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/trust-in-ai/" target="_blank">#TrustInAI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/user-centered-ai/" target="_blank">#UserCenteredAI</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/xai/" target="_blank">#XAI</a>

IJCAI ConferenceExcited to welcome Cynthia Rudin, Duke University, as an invited speaker at <a href="https://mastodon.social/tags/IJCAI2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#IJCAI2025</a> in Montreal! 🇨🇦 Known for her groundbreaking work in interpretable machine learning, Prof. Rudin will deliver her IJCAI-25 John McCarthy Award lecture. 🎥Why <a href="https://mastodon.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a>? <a href="https://youtu.be/9kzO5CKzFxQ" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/9kzO5CKzFxQ</a>

Anita Graser 🇪🇺🇺🇦🇬🇪🤩 <a href="https://fosstodon.org/tags/MobilityDataAnalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#MobilityDataAnalytics</a> & <a href="https://fosstodon.org/tags/GIScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIScience</a> all around:Attending the <a href="https://bird.makeup/users/emeraldseu" class="u-url mention" rel="nofollow noopener" target="_blank">@emeraldseu</a> GA today. Presented progress on <a href="https://fosstodon.org/tags/Trajectools" class="mention hashtag" rel="nofollow noopener" target="_blank">#Trajectools</a> and our <a href="https://fosstodon.org/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> & <a href="https://fosstodon.org/tags/activeLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#activeLearning</a> for <a href="https://fosstodon.org/tags/MobilityDataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#MobilityDataScience</a>. While simultaneously traveling to <a href="https://fosstodon.org/tags/AGIT2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#AGIT2025</a> 🚄

iswsCRISIS IN MACHINE LEARNING - Semantics to the Rescue Frank van Harmelen starts his keynote at ISWS 2025 with this headline from "The AI Times" So, what is this crisis about? There are the following (still) unsoloved problems in AI research: - Learning from small data - Explainable AI - Updating - Learning by explaining<a href="https://sigmoid.social/tags/isws2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#isws2025</a> <a href="https://sigmoid.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/summerschool" class="mention hashtag" rel="nofollow noopener" target="_blank">#summerschool</a> <a href="https://sigmoid.social/tags/keynote" class="mention hashtag" rel="nofollow noopener" target="_blank">#keynote</a>

Harald SackPortoroz coastline by night. Tomorrow, ESWC 2025 will start with 2 days of workshops & tutorials, before the main conference with the "official" opening on June 3rd. Looking forward to a great conference! :) <a href="https://2025.eswc-conferences.org/about/" rel="nofollow noopener" translate="no" target="_blank">https://2025.eswc-conferences.org/about/</a><a href="https://sigmoid.social/tags/eswc2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#eswc2025</a> <a href="https://sigmoid.social/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/semweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semweb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://sigmoid.social/tags/slovenia" class="mention hashtag" rel="nofollow noopener" target="_blank">#slovenia</a> <a href="https://wisskomm.social/@fiz_karlsruhe" class="u-url mention" rel="nofollow noopener" target="_blank">@fiz_karlsruhe</a> <a href="https://sigmoid.social/@fizise" class="u-url mention" rel="nofollow noopener" target="_blank">@fizise</a> <a href="https://fedihum.org/@tabea" class="u-url mention" rel="nofollow noopener" target="_blank">@tabea</a> <a href="https://sigmoid.social/@enorouzi" class="u-url mention" rel="nofollow noopener" target="_blank">@enorouzi</a> <a href="https://fedihum.org/@sashabruns" class="u-url mention" rel="nofollow noopener" target="_blank">@sashabruns</a>

Miguel Afonso Caetano"Finally, AI can fact-check itself. One large language model-based chatbot can now trace its outputs to the exact original data sources that informed them.Developed by the Allen Institute for Artificial Intelligence (Ai2), OLMoTrace, a new feature in the Ai2 Playground, pinpoints data sources behind text responses from any model in the OLMo (Open Language Model) project.OLMoTrace identifies the exact pre-training document behind a response — including full, direct quote matches. It also provides source links. To do so, the underlying technology uses a process called “exact-match search” or “string matching.”“We introduced OLMoTrace to help people understand why LLMs say the things they do from the lens of their training data,” Jiacheng Liu, a University of Washington Ph.D. candidate and Ai2 researcher, told The New Stack.“By showing that a lot of things generated by LLMs are traceable back to their training data, we are opening up the black boxes of how LLMs work, increasing transparency and our trust in them,” he added.To date, no other chatbot on the market provides the ability to trace a model’s response back to specific sources used within its training data. This makes the news a big stride for AI visibility and transparency."<a href="https://thenewstack.io/llms-can-now-trace-their-outputs-to-specific-training-data/" rel="nofollow noopener" translate="no" target="_blank">https://thenewstack.io/llms-can-now-trace-their-outputs-to-specific-training-data/</a><a href="https://tldr.nettime.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://tldr.nettime.org/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GenerativeAI</a> <a href="https://tldr.nettime.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://tldr.nettime.org/tags/Chatbots" class="mention hashtag" rel="nofollow noopener" target="_blank">#Chatbots</a> <a href="https://tldr.nettime.org/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a> <a href="https://tldr.nettime.org/tags/Traceability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Traceability</a> <a href="https://tldr.nettime.org/tags/AITraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#AITraining</a>

iswsWe did it! We selected the 61 best students from the overall more than 100 applications. Due to always possible visa issues and other unfortunate circumstances for late cancellations, we've also created a waiting list for potential additional candidates. Congratulations to all of you!! Looking forward to meeting you all in Bertinoro in June!<a href="https://2025.semanticwebschool.org/" rel="nofollow noopener" translate="no" target="_blank">https://2025.semanticwebschool.org/</a><a href="https://sigmoid.social/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/responsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#responsibleAI</a> <a href="https://sigmoid.social/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://sigmoid.social/tags/summerschool" class="mention hashtag" rel="nofollow noopener" target="_blank">#summerschool</a> <a href="https://sigmoid.social/tags/academiclife" class="mention hashtag" rel="nofollow noopener" target="_blank">#academiclife</a>

iswsApplications are now open for the 2025 International Semantic Web Research Summer School - <a href="https://sigmoid.social/tags/ISWS2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#ISWS2025</a> in Bertinoro, Italy, from June 8-14, 2025 Topic: Knowledge Graphs for Reliable AI Application Deadline: March 25, 2025 Webpage: <a href="https://2025.semanticwebschool.org/" rel="nofollow noopener" translate="no" target="_blank">https://2025.semanticwebschool.org/</a>Great keynote speakers: Frank van Harmelen (VU), Natasha Noy (Google), Enrico Motta (KMI)<a href="https://sigmoid.social/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://sigmoid.social/tags/responsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#responsibleAI</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/reliableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliableAI</a> <a href="https://mas.to/@albertmeronyo" class="u-url mention" rel="nofollow noopener" target="_blank">@albertmeronyo</a> <a href="https://wien.rocks/@AxelPolleres" class="u-url mention" rel="nofollow noopener" target="_blank">@AxelPolleres</a> <a href="https://sigmoid.social/@lysander07" class="u-url mention" rel="nofollow noopener" target="_blank">@lysander07</a>

Makayla LewisExciting news! I’ve co-authored two accepted contributions to <a href="https://mastodon.social/tags/CHI2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#CHI2025</a>!✨ XAIxArts Manifesto: Explainable AI for the Arts (alt.chi)🖍️ Sketching in HCI: Scribble, Sketch, Elaborate, Teach (course)<a href="https://mastodon.social/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#HCI</a> <a href="https://mastodon.social/tags/CHI2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#CHI2025</a> <a href="https://mastodon.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a> <a href="https://mastodon.social/tags/Sketching" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sketching</a> <a href="https://mastodon.social/tags/Research" class="mention hashtag" rel="nofollow noopener" target="_blank">#Research</a>

Todd A. Jacobs | Pragmatic CybersecurityBefuddled by all the recent <a href="https://infosec.exchange/tags/DeepSeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#DeepSeek</a> hullabaloo? Here's a brief Q&A that cuts through the fog.Q: Did <a href="https://infosec.exchange/tags/DeepSeek" class="mention hashtag" rel="nofollow noopener" target="_blank">#DeepSeek</a> just up-end everything we know about <a href="https://infosec.exchange/tags/AImodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#AImodels</a> and <a href="https://infosec.exchange/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a>? A: Nope. It just demonstrates one of several new approaches to model training and logic chaining, but still uses the same basic building blocks.Q: Does this mean DeepSeek can think? A: Nope. Still not <a href="https://infosec.exchange/tags/Skynet" class="mention hashtag" rel="nofollow noopener" target="_blank">#Skynet</a>. Logic chains are just one of several techniques an instruction-oriented AI system can use to try to stay on track and focus on a coherent goal.Q: Is logic chaining <a href="https://infosec.exchange/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a>? A: Nope. Even the "thinking" output of DeepSeek is a linguistic approximation of the pattern-seeking behavior of most LLMs.Q: Why is everyone in an uproar about DeepSeek? A: Because most people think ChatGPT defines what AI is, what it can do, and what its limitations are.Q: Why are the people panicking about DeepSeek talking about AI hegemony and geopolitics? A: Because they're more concerned with investment returns or charging for expensive GPUs and SaaS services than they are in scientific advancements or improving individual productivity with new technology.

Dr. Anna LatourExcited to attend my first PhD defence at TU Delft: Daniël Vos will be defending his thesis "Decision Tree Learning: Algorithms for Robust Prediction and Policy Optimization", containing work he did under supervision of Prof. Dr. Ir. R.L. Lagendijk and Dr. Ir. Sicco Verwer.<a href="https://mathstodon.xyz/tags/AcademicMastodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#AcademicMastodon</a> <a href="https://mathstodon.xyz/tags/AcademicChatter" class="mention hashtag" rel="nofollow noopener" target="_blank">#AcademicChatter</a> <a href="https://mathstodon.xyz/tags/PhDLife" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhDLife</a> <a href="https://mathstodon.xyz/tags/Delft" class="mention hashtag" rel="nofollow noopener" target="_blank">#Delft</a> <a href="https://mathstodon.xyz/tags/TUDelft" class="mention hashtag" rel="nofollow noopener" target="_blank">#TUDelft</a> <a href="https://mathstodon.xyz/tags/DelftUniversityOfTechnology" class="mention hashtag" rel="nofollow noopener" target="_blank">#DelftUniversityOfTechnology</a> <a href="https://mathstodon.xyz/tags/Dissertation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Dissertation</a> <a href="https://mathstodon.xyz/tags/Defence" class="mention hashtag" rel="nofollow noopener" target="_blank">#Defence</a> <a href="https://mathstodon.xyz/tags/PhD" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhD</a> <a href="https://mathstodon.xyz/tags/PhDDefence" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhDDefence</a> <a href="https://mathstodon.xyz/tags/DecisionTrees" class="mention hashtag" rel="nofollow noopener" target="_blank">#DecisionTrees</a> <a href="https://mathstodon.xyz/tags/Optimization" class="mention hashtag" rel="nofollow noopener" target="_blank">#Optimization</a> <a href="https://mathstodon.xyz/tags/Optimisation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Optimisation</a> <a href="https://mathstodon.xyz/tags/Algorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#Algorithms</a> <a href="https://mathstodon.xyz/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a> <a href="https://mathstodon.xyz/tags/RobustOptimization" class="mention hashtag" rel="nofollow noopener" target="_blank">#RobustOptimization</a> <a href="https://mathstodon.xyz/tags/RobustAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#RobustAI</a> <a href="https://mathstodon.xyz/tags/Defense" class="mention hashtag" rel="nofollow noopener" target="_blank">#Defense</a> <a href="https://mathstodon.xyz/tags/PhDDefense" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhDDefense</a>

Erik JonkerNot blackbox but an an explainable AI model <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainableAI</a> <a href="https://mastodon.social/tags/nature" class="mention hashtag" rel="nofollow noopener" target="_blank">#nature</a> <a href="https://www.nature.com/articles/s41596-024-01084-x" rel="nofollow noopener" translate="no" target="_blank">https://www.nature.com/articles/s41596-024-01084-x</a>

Netherlands eScience Center🚀 We've released a new version of DIANNA, our open-source <a href="https://akademienl.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a> (<a href="https://akademienl.social/tags/XAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#XAI</a>) tool designed to help researchers get insights into predictions of <a href="https://akademienl.social/tags/DeepNeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#DeepNeuralNetworks</a>. What's new: 👉improved dashboard 👉extensive documentation 👉added tutorialsMORE: <a href="https://www.esciencecenter.nl/news/new-release-of-escience-centers-explainable-ai-tool-dianna/" rel="nofollow noopener" translate="no" target="_blank">https://www.esciencecenter.nl/news/new-release-of-escience-centers-explainable-ai-tool-dianna/</a>

Justin WeiszThe Human-Centered Explainable AI (HCXAI) workshop will be returning to CHI for the FIFTH time in a row. Check out last year's program and consider joining us in Yokohama, Japan in 2025! <a href="https://hcxai.jimdosite.com" rel="nofollow noopener" translate="no" target="_blank">https://hcxai.jimdosite.com</a>cc: <a href="https://hci.social/@upol" class="u-url mention" rel="nofollow noopener" target="_blank">@upol</a> <a href="https://mastodon.social/@saiphcita" class="u-url mention" rel="nofollow noopener" target="_blank">@saiphcita</a> <a href="https://bsky.app/profile/upolehsan.bsky.social/post/3lcdrcr6wds2e" rel="nofollow noopener" translate="no" target="_blank">https://bsky.app/profile/upolehsan.bsky.social/post/3lcdrcr6wds2e</a><a href="https://hci.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://hci.social/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#HCI</a> <a href="https://hci.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExplainableAI</a>

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