Argh I was missing it #LIVE #LIVENOW #ONTOLOGY https://www.youtube.com/watch?v=OxXvUO2g1QA talk *just* starting at the 2026 summit #KR

Unsatisfactory #neurosymbolic #AI

Ontology Summit 2026

YouTube

"#AI excels at learning through association, but fails when a problem requires a form of symbolic reasoning that cannot be implicitly learned from the correlation between game states and outcomes - a tangible, catastrophic failure mode"

Another example why #neurosymbolic reasoning is necessary for #AGI
https://arstechnica.com/ai/2026/03/figuring-out-why-ais-get-flummoxed-by-some-games/

Figuring out why AIs get flummoxed by some games

When winning depends on intuiting a mathematical function, AIs come up short.

Ars Technica

Just published: Beyond the Token — a deep dive into why the next breakthrough in AI won’t come from ever-bigger LLMs, but from systems that build structured, persistent world models instead of just predicting the next token. Been exploring a concept I call Energy Based Graph Memory (EBGM) with a Manifold Orchestrator — an architecture aimed at reducing hallucinations, enabling traceable reasoning, and rethinking how AI “thinks.”
Read it here: https://medium.com/@jemo07/beyond-the-token-a9e997c7143d

#AI #LLMs #NeuroSymbolic #MachineLearning #AIResearch #EBM

Beyond the Token

Why I Think the NEXT-BREAKTHROUHG in AI Won’t Be “BIgger LLMs”

Medium
Et si le vocabulaire que tu utilises tous les jours n’était pas neutre ?
Quand tu dis « appeler une fonction », « appeler une API », « appeler un service », qu’est-ce que tu acceptes implicitement comme architecture ?
Un monde de processus qui tournent en permanence, de sockets ouverts, de files d’attente, de watchers qui surveillent, de latences à gérer ?
Et si, rien qu’en changeant un mot, tu pouvais sortir de cette prison invisible ?
#SymbolicAI
#Neurosymbolic
#AIArchitecture

LOGOS-κ: Протокол исполняемой семантики и динамических графов знаний

Современные инструменты работы со знаниями (OWL, RDF) статичны: они описывают состояние мира, но не процессы его изменения. С другой стороны, LLM (Large Language Models) генерируют контент динамически, но часто страдают от галлюцинаций и отсутствия структурной памяти...

#logosκ #семантика #logos #хранениеданных #интероперабельность #semanticdb #python #semanticcomputing #neurosymbolic #ai

Источник: https://dstglobal.ru/club/1143-logos-protokol-ispolnjaemoi-semantiki-i-dinamicheskih-grafov-znanii

Neuro-Symbolic AI — the “Holy Grail” of AI — merges neural networks’ pattern recognition with symbolic reasoning for human-like understanding. Bridging intuition and logic, it promises robust, explainable, and generalizable intelligence. #AI #NeuroSymbolic #FutureOfAI
Amazon takes on AI's biggest nightmare: Hallucinations

Byron Cook, a distinguished scientist at Amazon, is is helping the company use an obscure type of AI to minimize AI's worst side effect.

Fast Company

BitterBot, một hệ thống AI mới, kết hợp mạng nơ-ron và giải quyết vấn đề bằng biểu tượng để giảm thiểu "ảo giác" (hallucination) thường thấy ở LLM. Hãy thử thách khả năng logic của nó! #AI #LLM #NeuroSymbolic #TríTuệNhânTạo #BitterBot

https://www.reddit.com/r/SideProject/comments/1p8axir/i_built_a_neurosymbolic_agent_to_fix_reasoning/

If I were a #VC trying to profit from #AI, I'd look for two things:

(1) #Neuromorphic computing to run #NeuralNetworks at orders-of-magnitude less energy (our brain is the existence proof)

(2) #Neurosymbolic AI to make it stop lying and start reasoning

If we want a shot at #AGI, we'll likely need both