Mastodawn

@davidgerard @pluralistic @timnitGebru #Podcast time while I'm drilling on computer security models. 1h 16m in: After publicly rebutting Dario #Amodei this week, software design legend @gradybooch called it in Dec 2024 already; he refers to #LLMs as #Stochastic #Parrots as per @emilymbender terminology, mentions Gary #Marcus on #neurosymbolic approaches, calls out Sam #Altman on the #AGI fantasy, and describes how Yann #Lecun ended up blocking him on X. https://newsletter.pragmaticengineer.com/p/software-architecture-with-grady-booch

Software architecture with Grady Booch

Today, I’m thrilled to be joined by Grady Booch, a true legend in software development. Grady is the Chief Scientist for Software Engineering at IBM, where he leads groundbreaking research in embodied cognition.

The Pragmatic Engineer

Joseph Apr 12

Seems like #GaryMarcus is changing his tone: https://garymarcus.substack.com/p/the-biggest-advance-in-ai-since-the

Well, I disagree with his take on #ClaudeCode being #neurosymbolic and that it "changes everything". An if clause in the #LLM orchestration or harness does not make a neurosymbolic #AI

Zooming out a bit though, I think he starts seeing coding assistants in a more positive light.

The biggest advance in AI since the LLM

Why Claude Code changes everything

Marcus on AI

Don Curren 🇨🇦🇺🇦Apr 11

“ #ClaudeCode isn’t better because of #scaling. It’s better because it is #neurosymbolic. #Anthropic accepted the importance of using #classical #AI #techniques alongside #neuralnetworks — precisely the marriage I have spent my career advocating.” - #GaryMarcus open.substack.com/pub/garymarc...

Fe1i_x Apr 7

Das Beste aus zwei Welten: Während Deep Learning (neuronal) exzellent in der Wahrnehmung ist, bringt die klassische KI (symbolisch) logisches Denken und Regelkonformität mit. 🧠💻 Die Neuro-symbolische KI vereint diese Ansätze, um robustere und vor allem erklärbare Modelle zu schaffen.

Erfahre mehr in meinem neuen Beitrag auf @BASICthinking
https://www.basicthinking.de/blog/2026/04/06/neuro-symbolische-ki/

#KI #NeuroSymbolic #DeepLearning #Informatik #Innovation #ExplainableAI #XAI #TechNews

Neuro-symbolische KI senkt Energiebedarf beim Training drastisch

Ein Forscherteam hat neuronale Netze mit Logik-Regeln kombiniert. Ergebnis: Bis zu 99 Prozent weniger Energie beim KI-Training.

BASIC thinking

screwlisp Mar 25

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

Timo Kissel Mar 14

"#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

Jose Morales Feb 21

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

Jean-Guillaume Jan 26

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

DST Global Jan 9

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