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José A. AlonsoReadings shared August 6, 2025. <a href="https://jaalonso.github.io/vestigium/posts/2025/08/07-readings_shared_08-06-25" rel="nofollow noopener" translate="no" target="_blank">https://jaalonso.github.io/vestigium/posts/2025/08/07-readings_shared_08-06-25</a> <a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mathstodon.xyz/tags/FunctionalProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#FunctionalProgramming</a> <a href="https://mathstodon.xyz/tags/Haskell" class="mention hashtag" rel="nofollow noopener" target="_blank">#Haskell</a> <a href="https://mathstodon.xyz/tags/Math" class="mention hashtag" rel="nofollow noopener" target="_blank">#Math</a> <a href="https://mathstodon.xyz/tags/Neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Neurosymbolic</a>

José A. AlonsoA comparative study of neurosymbolic AI approaches to interpretable logical reasoning. ~ Michael K. Chen. <a href="https://arxiv.org/abs/2508.03366" rel="nofollow noopener" translate="no" target="_blank">https://arxiv.org/abs/2508.03366</a> <a href="https://mathstodon.xyz/tags/Neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Neurosymbolic</a> <a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>

Hacker NewsSymbolicAI: A neuro-symbolic perspective on LLMs<a href="https://github.com/ExtensityAI/symbolicai" rel="nofollow noopener" translate="no" target="_blank">https://github.com/ExtensityAI/symbolicai</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/SymbolicAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#SymbolicAI</a> <a href="https://mastodon.social/tags/NeuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuroSymbolic</a> <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://mastodon.social/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a>

NeverBlinkDouble award! 🏆 🏆 Best Poster and the Dieter Fensel Visionary Award at European Semantic Web Conference went to the work "Representing and querying data tensors in <a href="https://mastodon.social/tags/RDF" class="mention hashtag" rel="nofollow noopener" target="_blank">#RDF</a> and <a href="https://mastodon.social/tags/SPARQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#SPARQL</a>", done by Piotr Marciniak, our CTO Piotr Sowiński, and Maria Ganzha.We are deeply thankful for this distinction! The work is absolutely key to <a href="https://mastodon.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> systems we are building.Poster: <a href="https://ostrzyciel.eu/assets/pdf/poster_tensor_rdf_eswc_2025.pdf" rel="nofollow noopener" translate="no" target="_blank">https://ostrzyciel.eu/assets/pdf/poster_tensor_rdf_eswc_2025.pdf</a> Paper: <a href="http://arxiv.org/pdf/2504.19224" rel="nofollow noopener" translate="no" target="_blank">http://arxiv.org/pdf/2504.19224</a> Website, code, datasets, and more: <a href="https://w3id.org/rdf-tensor" rel="nofollow noopener" translate="no" target="_blank">https://w3id.org/rdf-tensor</a>

Larry SwansonMuch of the conversation around AI lately is about <a href="https://mastodon.social/tags/neuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neuroSymbolic</a> systems that combine neural-network tech like <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> and symbolic AI like <a href="https://mastodon.social/tags/knowledgeGraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgeGraphs</a>.Frank van Harmelen's puts his AI research in the larger context of how these technical systems can best support <a href="https://mastodon.social/tags/people" class="mention hashtag" rel="nofollow noopener" target="_blank">#people</a>.While some in the AI world seek to replace <a href="https://mastodon.social/tags/humans" class="mention hashtag" rel="nofollow noopener" target="_blank">#humans</a> with machines, Frank focuses on AI systems that collaborate with people to create <a href="https://mastodon.social/tags/hybridIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#hybridIntelligence</a>.<a href="https://knowledgegraphinsights.com/frank-van-harmelen/" rel="nofollow noopener" translate="no" target="_blank">https://knowledgegraphinsights.com/frank-van-harmelen/</a>

NFDI4DS<a href="https://nfdi.social/tags/DIN" class="mention hashtag" rel="nofollow noopener" target="_blank">#DIN</a> <a href="https://nfdi.social/tags/Spec" class="mention hashtag" rel="nofollow noopener" target="_blank">#Spec</a> 91526 released on <a href="https://nfdi.social/tags/Knowledge" class="mention hashtag" rel="nofollow noopener" target="_blank">#Knowledge</a> <a href="https://nfdi.social/tags/Graphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#Graphs</a> for <a href="https://nfdi.social/tags/Language" class="mention hashtag" rel="nofollow noopener" target="_blank">#Language</a> models and vice versa: Hybrid applications of <a href="https://nfdi.social/tags/symbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#symbolic</a> and sub-symbolic <a href="https://nfdi.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>The <a href="https://nfdi.social/tags/standardization" class="mention hashtag" rel="nofollow noopener" target="_blank">#standardization</a> focuses on the advantages of hybrid approaches that combine symbolic knowledge with modern language models. <a href="https://nfdi.social/@NFDI4DS" class="u-url mention" rel="nofollow noopener" target="_blank">@NFDI4DS</a> was involved in creating the specification together with other partners from academia and industry.Read more: <a href="https://www.dinmedia.de/en/technical-rule/din-spec-91526/390496163" rel="nofollow noopener" target="_blank">https://www.dinmedia.de/en/technical-rule/din-spec-91526/390496163</a><a href="https://nfdi.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://nfdi.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://nfdi.social/tags/KG" class="mention hashtag" rel="nofollow noopener" target="_blank">#KG</a> <a href="https://nfdi.social/tags/DINSPEC" class="mention hashtag" rel="nofollow noopener" target="_blank">#DINSPEC</a>

Hacker NewsScallop – A Language for Neurosymbolic Programming<a href="https://www.scallop-lang.org/" rel="nofollow noopener" translate="no" target="_blank">https://www.scallop-lang.org/</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Scallop" class="mention hashtag" rel="nofollow noopener" target="_blank">#Scallop</a> <a href="https://mastodon.social/tags/Neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Neurosymbolic</a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.social/tags/Language" class="mention hashtag" rel="nofollow noopener" target="_blank">#Language</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#Technology</a> <a href="https://mastodon.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Innovation</a>

Harald Sack🌟 Call for Submissions for ISWC 2025 is out!! 🌟 The International Semantic Web Conference 2025 will take place in Nara, Japan. Deadline for the Research track: May 6, 2025 (abstracts), May 13, 2025 (full papers)<a href="https://sigmoid.social/tags/ISWC2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#ISWC2025</a> website: <a href="https://iswc2025.semanticweb.org/" rel="nofollow noopener" translate="no" target="_blank">https://iswc2025.semanticweb.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/ontologies" class="mention hashtag" rel="nofollow noopener" target="_blank">#ontologies</a> <a href="https://sigmoid.social/tags/logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#logic</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/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://sigmoid.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://sigmoid.social/tags/neurosymbolicAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolicAI</a> <a href="https://mastodon.social/@iswc_conf" class="u-url mention" rel="nofollow noopener" target="_blank">@iswc_conf</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://fedihum.org/@sashabruns" class="u-url mention" rel="nofollow noopener" target="_blank">@sashabruns</a> <a href="https://sigmoid.social/@enorouzi" class="u-url mention" rel="nofollow noopener" target="_blank">@enorouzi</a> <a href="https://sigmoid.social/@MahsaVafaie" class="u-url mention" rel="nofollow noopener" target="_blank">@MahsaVafaie</a>

FIZ ISE Research GroupYesterday, the GenAIK 2025 workshop on the integration of generative AI and knowledge graphs took place in Abu Dhabi co-located with <a href="https://sigmoid.social/tags/coling2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#coling2025</a> <a href="https://sigmoid.social/tags/GenAIK2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#GenAIK2025</a> website: <a href="https://genetasefa.github.io/GenAIK2025/" rel="nofollow noopener" translate="no" target="_blank">https://genetasefa.github.io/GenAIK2025/</a><a href="https://sigmoid.social/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</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/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/ontologies" class="mention hashtag" rel="nofollow noopener" target="_blank">#ontologies</a> <a href="https://sigmoid.social/tags/neuroAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#neuroAI</a> <a href="https://sigmoid.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://sigmoid.social/@GenAsefa" class="u-url mention" rel="nofollow noopener" target="_blank">@GenAsefa</a> <a href="https://sigmoid.social/@GenAIK" class="u-url mention" rel="nofollow noopener" target="_blank">@GenAIK</a> <a href="https://mas.to/@albertmeronyo" class="u-url mention" rel="nofollow noopener" target="_blank">@albertmeronyo</a> <a href="https://bird.makeup/users/lihuchen" class="u-url mention" rel="nofollow noopener" target="_blank">@lihuchen</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/@lysander07" class="u-url mention" rel="nofollow noopener" target="_blank">@lysander07</a> <a href="https://nfdi.social/@NFDI4DS" class="u-url mention" rel="nofollow noopener" target="_blank">@NFDI4DS</a>

Ross GaylerThe schedule for the next VSAonline webinar series (January to June 2025) is published at:<a href="https://sites.google.com/view/hdvsaonline/spring-2025" rel="nofollow noopener" translate="no" target="_blank">https://sites.google.com/view/hdvsaonline/spring-2025</a>There are 11 talks around <a href="https://aus.social/tags/VectorSymbolicArchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#VectorSymbolicArchitecture</a> / <a href="https://aus.social/tags/HyperdimensionalComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#HyperdimensionalComputing</a> The talks are (almost always) recorded and published online, in case you can't participate in the live session.<a href="https://a.gup.pe/u/cogsci" class="u-url mention" rel="nofollow noopener" target="_blank">@cogsci</a> <a href="https://aus.social/tags/VSA" class="mention hashtag" rel="nofollow noopener" target="_blank">#VSA</a> <a href="https://aus.social/tags/HDC" class="mention hashtag" rel="nofollow noopener" target="_blank">#HDC</a> <a href="https://aus.social/tags/CompCogScii" class="mention hashtag" rel="nofollow noopener" target="_blank">#CompCogScii</a> <a href="https://aus.social/tags/MathPsych" class="mention hashtag" rel="nofollow noopener" target="_blank">#MathPsych</a> <a href="https://aus.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://aus.social/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neuromorphic</a> <a href="https://aus.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://aus.social/tags/ComputationalNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#ComputationalNeuroscience</a> <a href="https://aus.social/tags/ComputationalCognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#ComputationalCognitiveScience</a> <a href="https://aus.social/tags/MathematicalPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#MathematicalPsychology</a>

Harald SackSEMANTICS 2025, Research & Innovation track, Call for papers is out! Deadlines: abstracts: April 25, 2024 full paper: May 2, 2025<a href="https://2025-eu.semantics.cc/page/cfp_rev_rep" rel="nofollow noopener" translate="no" target="_blank">https://2025-eu.semantics.cc/page/cfp_rev_rep</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/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/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://sigmoid.social/tags/symbolicAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#symbolicAI</a> <a href="https://sigmoid.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://sigmoid.social/tags/cfp" class="mention hashtag" rel="nofollow noopener" target="_blank">#cfp</a> <a href="https://sigmoid.social/tags/semantics2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#semantics2025</a> <a href="https://sigmoid.social/@semantics" class="u-url mention" rel="nofollow noopener" target="_blank">@semantics</a> <a href="https://sigmoid.social/@fizise" class="u-url mention" rel="nofollow noopener" target="_blank">@fizise</a> <a href="https://wien.rocks/@AxelPolleres" class="u-url mention" rel="nofollow noopener" target="_blank">@AxelPolleres</a>

Pierre MonninVery glad to be at @istecnico, @ULisboa_, @InescID for a research visit of 2 weeks, with Miguel Couceiro.If you're in the area and would like to talk about <a href="https://sigmoid.social/tags/knowledgeGraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgeGraphs</a> or <a href="https://sigmoid.social/tags/neuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neuroSymbolic</a> <a href="https://sigmoid.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a>, feel free to reach out!

vp<a href="https://fosstodon.org/tags/Neurosymbolic" class="mention hashtag" rel="tag">#Neurosymbolic</a> AI combines neural networks with symbolic reasoning to bring true logic & reasoning to LLMs. By integrating solvers, graphs of rules, & PKGs, we enhance AI beyond just pattern matching. The future is reasoning-driven AI! <a href="https://fosstodon.org/tags/NeurosymbolicAI" class="mention hashtag" rel="tag">#NeurosymbolicAI</a> <a href="https://fosstodon.org/tags/LLM" class="mention hashtag" rel="tag">#LLM</a> <a href="https://fosstodon.org/tags/AI" class="mention hashtag" rel="tag">#AI</a> <a href="https://fosstodon.org/tags/KnowledgeGraphs" class="mention hashtag" rel="tag">#KnowledgeGraphs</a> <a href="https://fosstodon.org/tags/SymbolicReasoning" class="mention hashtag" rel="tag">#SymbolicReasoning</a> <a href="https://www.youtube.com/watch?v=473QKajx3QI" target="_blank" rel="nofollow noopener" translate="no">https://www.youtube.com/watch?v=473QKajx3QI</a>

Harald SackInteresting new paper: "Graph-constrained Reasoning (GCR)" - Enabling Faithful KG-grounded LLM Reasoning with Zero Hallucination! 🧠 by Linhao Luo, Zicheng Zhao, Chen Gong, Gholamreza Haffari, Shirui Panpaper: <a href="https://arxiv.org/pdf/2410.13080" rel="nofollow noopener" translate="no" target="_blank">https://arxiv.org/pdf/2410.13080</a> GCR code on GitHub: <a href="https://github.com/RManLuo/graph-constrained-reasoning" rel="nofollow noopener" translate="no" target="_blank">https://github.com/RManLuo/graph-constrained-reasoning</a><a href="https://sigmoid.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#knowledgegraphs</a> <a href="https://sigmoid.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://sigmoid.social/tags/semanticweb" class="mention hashtag" rel="nofollow noopener" target="_blank">#semanticweb</a> <a href="https://sigmoid.social/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://sigmoid.social/tags/hybridaI" class="mention hashtag" rel="nofollow noopener" target="_blank">#hybridaI</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>

UKP LabThanks to Dr. Somak Aditya for enriching our work on Neurosymbolic NLP/AI! Somak is Assistant Professor at IIT Kharagpur and has been visiting UKP Lab as guest faculty in June. He is staying with us until the end of June, continuing his work on Reasoning and Code Prompting.Learn more about Somak's work on Reasoning and Robustness of LLMs here:➡️ <a href="https://adityasomak.github.io/" rel="nofollow noopener" translate="no" target="_blank">https://adityasomak.github.io/</a><a href="https://sigmoid.social/tags/CodePrompting" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodePrompting</a> <a href="https://sigmoid.social/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reasoning</a> <a href="https://sigmoid.social/tags/NLProc" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLProc</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/Neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Neurosymbolic</a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a>

Jason MorrisVery close 🤏🏻 to being able to create a demo with my new §Blawx prototype demonstrating 4 of the myriad ways neuro-symbolic AI can be used to enhance <a href="https://mstdn.ca/tags/RulesAsCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#RulesAsCode</a>: drafting the code, running an interview, converting facts to symbolic representations, and converting symbolic AI results to natural language.Stay tuned...<a href="https://mstdn.ca/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mstdn.ca/tags/NeuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuroSymbolic</a> <a href="https://mstdn.ca/tags/LegalTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#LegalTech</a>

Sören Auer 🇪🇺🇺🇦Our article "Linked Open Literature Review using the <a href="https://mstdn.social/tags/NeuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuroSymbolic</a> Open Research <a href="https://mstdn.social/tags/KnowledgeGraph" class="mention hashtag" rel="nofollow noopener" target="_blank">#KnowledgeGraph</a>" <a href="https://openbiblio.social/@orkg" class="u-url mention" rel="nofollow noopener" target="_blank">@orkg</a> with Fidel Jiomekong and Allard Oelen is now available as <a href="https://mstdn.social/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenAccess</a> in the ACM The Web Conference proceedings 2024 <a href="https://dl.acm.org/doi/10.1145/3589335.3651238" rel="nofollow noopener" translate="no" target="_blank">https://dl.acm.org/doi/10.1145/3589335.3651238</a> - includes a nice demo video by Fidel

Martin Ruskov<a href="https://qoto.org/tags/mediapool" class="mention hashtag" rel="nofollow noopener" target="_blank">#mediapool</a>.bg want to illustrate an article on bread prices in Bulgaria. What I see is <a href="https://qoto.org/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GenAI</a> overdoing the job.After having studied how <a href="https://qoto.org/tags/midjuorney" class="mention hashtag" rel="nofollow noopener" target="_blank">#midjuorney</a> v4 could illustrate fairy tales (for anyone interested, <a href="https://qoto.org/@mapto/110111252142814403" rel="nofollow noopener" target="_blank">https://qoto.org/@mapto/110111252142814403</a> ) I really want to research more about what stops GenAI from overdoing it with bread around a baker. The greatest obstacle I encounter is the obscurity of most models that engage with <a href="https://qoto.org/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a>. It's practically useless, because the creators of such models prefer to be very secretive about what they do. The one exception reported results that do not seem to be reproducible (<a href="https://twitter.com/Birchlabs/status/1602105002448805891" rel="nofollow noopener" target="_blank">https://twitter.com/Birchlabs/status/1602105002448805891</a>).Image sourced from: <a href="https://www.mediapool.bg/kzk-tavanat-za-nadtsenkata-na-hlyaba-e-predizborna-agitatsiya-news359054.html" rel="nofollow noopener" target="_blank">https://www.mediapool.bg/kzk-tavanat-za-nadtsenkata-na-hlyaba-e-predizborna-agitatsiya-news359054.html</a>

Marcel FröhlichThe future of what is currently labeled as "neurosymbolic AI" is going to be algebraic. Category theory is the only framework that provides the required abstraction to characterise all the ingredients in the same language.<a href="https://mathstodon.xyz/tags/neurosymbolicai" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolicai</a> <a href="https://mathstodon.xyz/tags/neurosymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurosymbolic</a> <a href="https://mathstodon.xyz/tags/categorytheory" class="mention hashtag" rel="nofollow noopener" target="_blank">#categorytheory</a>

EibrielInteresting talk by Sergei Nirenburg: "Mutual Trust in Human-AI Teams Relies on Metacognition"<a href="https://www.youtube.com/watch?v=KmMe4QrQiRQ" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/watch?v=KmMe4QrQiRQ</a><a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#ML</a> <a href="https://sigmoid.social/tags/CognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#CognitiveScience</a> <a href="https://sigmoid.social/tags/NeuroSymbolic" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeuroSymbolic</a> <a href="https://sigmoid.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a>

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