Are LLMs Oversold? | Ryan Grim, Emily Forlini, Gary Marcus, Alexander Gray | NSSS 2026
Panel discussion on the topic 'Are LLMs Oversold?' [Closing session of the 5th annual Neuro-Symbolic AI Summer School (NSSS '26), August 7th, 2026, hosted by the Centaur AI Institute] This thought-provoking discussion is moderated by acclaimed investigative journalist, author, and digital media entrepreneur, Ryan Grim https://www.dropsitenews.com/ Panelists Include: - Emily Forlini (Fortune, TWiT.tv) https://fortune.com/author/emily-forlini/] - Gary Marcus (NYU) https://garymarcus.substack.com/ - Alexander Gray (Centaur AI Institute) https://www.centaurinstitute.org/about.html — This year's theme is "Beyond Current LLMs: Tools and Techniques for Higher Reliability and Lower Costs". The panel evaluates LLM limitations alongside the broader socioeconomic, environmental, and geopolitical implications of the current AI paradigm. Schedule: https://www.centaurinstitute.org/nsss26 — Neuro-Symbolic AI Summer School Description: Tired of the same old AI ideas and looking for something new? Or wondering if there are any deep alternatives to models that hallucinate, elude human debuggability, and have only limited ability to reason, plan, or do math? NSSS ‘26 is the latest in a series of research and educational events that aim to accelerate progress in the fast-emerging area of Neuro-Symbolic AI by teaching graduate students, data scientists, and researchers principles from the side of AI they may be less familiar with, as well as presenting a curation of emerging research ideas at the intersection. The focus of the event is on techniques, in particular those which augment neural network/ML ideas with symbolic AI ideas, to address at least three main open problems of AI: 1) human interpretability/controllability, 2) learning with less data/computation (e.g. via knowledge), and 3) out-of-distribution generalization (e.g. via reasoning). Background on previous events: Our previous Neuro-Symbolic AI Summer School events have attracted thousands of registrants and featured top researchers including Turing Award winners, National Academies members, and Royal Society fellows. 💬 Discord: https://discord.gg/h8NVzwnysW 🤝 LinkedIn: https://www.linkedin.com/company/centaur-ai-institute/ — #ArtificialIntelligence #NeuroSymbolicAI #FutureOfAI #FutureofWork #LLM