Reasoning in Neurosymbolic AI: arxiv.org/abs/2505.20313

AI beyond ChatGPT: an analysis of the state of AI 2 years on from GPT4 and an opinion on where it should be heading: www.staff.city.ac.uk/~aag/papers/...

NeSy 2025 late deadline approaching (abstract May 30, paper June 6). 2025.nesyconf.org/call-for-pap... 19th Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), Santa Cruz, California, September 8th to 10th 2025.

🙌🏻 NeSy Confence = Amazing Speakers!!! 🙌🏻 ⏳Do not forget to submit your abstract before the deadline!

NeSy 2025 industry abstracts (2 pages) deadline June 15, 2025.nesyconf.org/call-for-pap... 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), held in Santa Cruz (CA, USA) from September 8-10, 2025.

When building human allied AI systems, it is imperative to think of who is in control. In our blue sky paper at #AAAI, we argue that a deeper understanding of whether human is in the loop or if AI is in the loop is essential! arxiv.org/pdf/2412.14232

Indeed. The first NeSy workshop was in Scotland as part of IJCAI...

Together with @kareemyousrii.bsky.social, we announce the Neurosymbolic Generative Models special track at the NeSy 2025 Conference 🎉 Call for Papers is live! 2025.nesyconf.org/nesy-generat... See you in Santa Cruz in Sep 2025! @nesyconf.org

How many more of these examples of unreliable LLMs until something really bad happens?

Three Lecturer openings at @citystgeorges.bsky.social: www.city.ac.uk/about/jobs/a.... Join our new AI center covering, among others: NeSy AI, MAS, Reinforcement Learning, NLP, Computer Vision, KGs, Adaptive Systems. @arturgarcez.bsky.social @pmadhyastha.bsky.social @ealonso.bsky.social

Track Editors: Alessandro Abate, University of Oxford, U.K. Eleonora Giunchiglia, Imperial College London, U.K. Bettina Könighofer, Graz University of Technology, Austria Luca Pasa, University of Padova, Italy Matteo Zavatteri, University of Padova, Italy

Excited to help organise 🦕NeSy 2025 this year! It will be in sunny Santa Cruz 🌅 See CFP down below.

A reminder that the recording of NeSy2024 is available at sites.google.com/view/nesy202... and the recording of NeSy2023 is at sites.google.com/view/nesy202...

📣 Does your model learn high-quality #concepts, or does it learn a #shortcut? Test it with our #NeurIPS2024 dataset & benchmark track paper! rsbench: A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts What's the deal with rsbench? 🧵

ARC2025: a great test for neurosymbolic systems 🦕 arcprize.org/guide

The new Sora apparently fails in the same ways as its predecessor, exactly as I predicted the day after the original came out. Super interesting from the perspective of innateness and empiricism debate. open.substack.com/pub/garymarc...

Very pleased that "A Semantic Framework for Neurosymbolic Computation" (with Simon Odense), towards a semantics for deep learning, has been accepted for publication in the AI journal (after a 2-year reviewing process): arxiv.org/abs/2212.12050

@abeba.bsky.social reaches quite similar conclusions to my own re that Casey Newton piece:

Lewis: What's your favourite thing about Brazil so far? Colleague: The people, they're lovely! Lewis: You like the city? Colleague: Yeah, I do! Do you like the city? Lewis: I love it here, I'm Brazilian now! 🇧🇷😁

@karpathy.bsky.social's post (in the other place) about the "history of attention" in deep learning seems relevant to neurosymbolic AI folks in connection with work on relational learning...

The Turing Interest Group on Knowledge Graphs: github.com/turing-knowl... We have built a community around #KGs involving academia, industry, and government. 📢 Next (in person) meet up on Friday November 29 in Edinburgh. Registration is free. 🏫 We are also gathering teaching material.

🔥 Follow this page 👉 bsky.app/profile/nesy... to stay updated with the 2025 Neuro-symbolic AI conference 🦕🦕🦕

NeSy is on Bluesky! bsky.app/profile/nesy... Check out the 2025 edition of the NeSy conference: 2025.nesyconf.org General Chair: @lgilpin.bsky.social Programme Chairs: @e-giunchiglia.bsky.social @emilevankrieken.com @pascalhitzler.bsky.social @tarekbesold.bsky.social @arturgarcez.bsky.social