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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 noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/generativeAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#generativeAI</a> <a href="https://sigmoid.social/tags/responsibleAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#responsibleAI</a> <a href="https://sigmoid.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#explainableAI</a> <a href="https://sigmoid.social/tags/reliableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reliableAI</a> <a href="https://mas.to/@albertmeronyo" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@albertmeronyo</a> <a href="https://wien.rocks/@AxelPolleres" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@AxelPolleres</a> <a href="https://sigmoid.social/@lysander07" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@lysander07</a>

Todd A. Jacobs | Pragmatic CybersecurityBefuddled by all the recent <a href="https://infosec.exchange/tags/DeepSeek" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#DeepSeek</a> just up-end everything we know about <a href="https://infosec.exchange/tags/AImodels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AImodels</a> and <a href="https://infosec.exchange/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#AcademicMastodon</a> <a href="https://mathstodon.xyz/tags/AcademicChatter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AcademicChatter</a> <a href="https://mathstodon.xyz/tags/PhDLife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhDLife</a> <a href="https://mathstodon.xyz/tags/Delft" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Delft</a> <a href="https://mathstodon.xyz/tags/TUDelft" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TUDelft</a> <a href="https://mathstodon.xyz/tags/DelftUniversityOfTechnology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DelftUniversityOfTechnology</a> <a href="https://mathstodon.xyz/tags/Dissertation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Dissertation</a> <a href="https://mathstodon.xyz/tags/Defence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Defence</a> <a href="https://mathstodon.xyz/tags/PhD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhD</a> <a href="https://mathstodon.xyz/tags/PhDDefence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhDDefence</a> <a href="https://mathstodon.xyz/tags/DecisionTrees" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DecisionTrees</a> <a href="https://mathstodon.xyz/tags/Optimization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Optimization</a> <a href="https://mathstodon.xyz/tags/Optimisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Optimisation</a> <a href="https://mathstodon.xyz/tags/Algorithms" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Algorithms</a> <a href="https://mathstodon.xyz/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ExplainableAI</a> <a href="https://mathstodon.xyz/tags/RobustOptimization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RobustOptimization</a> <a href="https://mathstodon.xyz/tags/RobustAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RobustAI</a> <a href="https://mathstodon.xyz/tags/Defense" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Defense</a> <a href="https://mathstodon.xyz/tags/PhDDefense" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/explainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#explainableAI</a> <a href="https://mastodon.social/tags/nature" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nature</a> <a href="https://www.nature.com/articles/s41596-024-01084-x" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.nature.com/articles/s41596-024-01084-x</a>

Alex JimenezA new way to build neural networks could make <a href="https://mas.to/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> more understandable.The simplified approach makes it easier to see how neural networks produce the outputs they do.<a href="https://www.technologyreview.com/2024/08/30/1103385/a-new-way-to-build-neural-networks-could-make-ai-more-understandable/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.technologyreview.com/2024/08/30/1103385/a-new-way-to-build-neural-networks-could-make-ai-more-understandable/</a><a href="https://mas.to/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ExplainableAI</a>

AaronI actually had someone reach out to me today about starting a company around some of my previous work on "explainable AI" -- machine learning that results in human-interpretable results, as opposed to the inscrutable tables of numbers that make up neural networks. This is pretty exciting stuff to me, because I've wanted to start a business along these lines for a long time. I also got to introduce someone to the concept of "exit to community", so +1 for social activism, too. And the timing couldn't be better, given the layoff I was just caught by.<a href="https://techhub.social/tags/startup" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#startup</a> <a href="https://techhub.social/tags/ExitToCommunity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ExitToCommunity</a> <a href="https://techhub.social/tags/e2c" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#e2c</a> <a href="https://techhub.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ExplainableAI</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a>

IT NewsHow Important Is Explainability in Cybersecurity AI? - Artificial intelligence is transforming many industries but few as dramatically as... - <a href="https://readwrite.com/how-important-is-explainability-in-cybersecurity-ai/" rel="nofollow noopener noreferrer" target="_blank">https://readwrite.com/how-important-is-explainability-in-cybersecurity-ai/</a> <a href="https://schleuss.online/tags/dataandsecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataandsecurity</a> <a href="https://schleuss.online/tags/explainableai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#explainableai</a> <a href="https://schleuss.online/tags/security" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#security</a> <a href="https://schleuss.online/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a>

Hobson LaneIt surprises me that researchers are surprised that <a href="https://mstdn.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLMs</a> like <a href="https://mstdn.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ChatGPT</a>, <a href="https://mstdn.social/tags/Bing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bing</a>, and <a href="https://mstdn.social/tags/Bard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bard</a> affect the way you think. <a href="https://dl.acm.org/doi/pdf/10.1145/3544548.3581196" rel="nofollow noopener noreferrer" target="_blank">https://dl.acm.org/doi/pdf/10.1145/3544548.3581196</a><a href="https://mstdn.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> changes who you are, so choose your thinking tools carefully. I like you.com ( <a href="https://mstdn.social/tags/YouChat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#YouChat</a> ). At least it was trained to TRY to give you the <a href="https://mstdn.social/tags/truth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#truth</a>. And it is <a href="https://mstdn.social/tags/ExplainableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ExplainableAI</a>, it gives references. I can see the humans that inspired its answers. <a href="https://mstdn.social/tags/AgentGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AgentGPT</a> also looks promising as a way to ground LLMs in the truth and reduce bias.

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