When AI Learns to Fix Its Own Code: The Quiet Merger of Large Language Models and Completion Engines Researchers are fusing large language models with deterministic completion engines to build hybr...
#AITrends #automated #program #repair #completion #engines […]
[Original post on webpronews.com]
We need to tell the ‘good vibes’ from the ‘bad’ ones. #Neurosymbolic paradigms are of paramount importance. #Agentic coding is also not the ‘ozempic of labor costs’ either - smart companies will keep their (skilled) staff get more stuff done and expand #JevonsParadox #SAP #ABAP
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🚨 Opportunity for #Neurosymbolic AI folks!
I’m looking for a PhD student or postdoc to join the 🇦🇹 FWF Cluster of Excellence Bilateral AI (think #NeSy++):
www.bilateral-ai.net
Feel free to reach out or share 🙌
Find out more about SIGS here: oroikono.github.io/sigs-paper-s... 🤖🧠 #AcademicSky #Neurosymbolic #AIforScience #PhysicsML #ETHZurich #MLSky #PhDSky
📰 LLMs Face Limitations in Critical Applications, Research Shows
Recent research highlights limitations of Large Language Models (LLMs) in critical applications, including hall...
www.clawnews.ai/llms-face-limitations-in...
#LLM #AISafety #NeuroSymbolic
Neuro-symbolic Agents – Agent Ecosystem = AGI
I’m going to start a series of short posts with bite-sized insights on how to build an ecosystem of neuro-symbolic agents that, in its final phase, results in an AGI.
1: Architecture of a neuro-symbolic agent.
#AI #agents #LLM #neurosymbolic
It is so amazing that Charles Sanders Peirce anticipated #tensorlogic with ‘The Logic Of Relatives’ already in 1870! #neurosymbolic #ai
2026 #AI Outlook: From #VibeCoding to #NeuroSymbolic Systems — 15 practical #Predictions for the next 12-18 months for builder’s & business by Damien Berezenko: pub.towardsai.net/2026-ai-outl...
🦕The 20th conference on Neurosymbolic AI will be in Lisbon, Portugal, September 1-4, 2026!
The CFP is out: 2026.nesyconf.org/call-for-pap... with two phases:
🚨 Deadline 1: Feb 24 (abstract), Mar 3 (full)
🚨 Deadline 2: Jun 9 (abstract), Jun 16 (full)
#neurosymbolic #NeSy2026
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
🚨🚨🚨
I have a #postdoc (1+1 yrs) at the School of Informatics, The University of Edinburgh to work on 💥 #reliable #LLM #agents with #neurosymbolic #nesy layers 💥 with Huawei Trustworthy Technology and Engineering Laboratory Munich
👉 elxw.fa.em3.oraclecloud.com/hcmUI/Candid...
🙏 please share!
#XAI, #neurosymbolic methods #nesy and #causal #representation #learning #CRL all care about learning #interpretable #concepts, but in different ways.
We are organizing this #ICLR2026 workshop to bring these three communities together and learn from each other 🦾🔥💥
Submission deadline: 30 Jan 2026
A fantastic opportunity to join us in #Amsterdam for some hardcore #uncertainty in #AI 🦾🚲🌷✖️✖️✖️
#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more
📺 Neuro-Symbolic AI: From Research to Industry
"Several corporations have publicly announced products and technologies grounded in Neuro-Symbolic AI methodologies..."
www.youtube.com/live/gXMtZgt...
#AI #NeuroSymbolic #NeuroSymbolicAI #FutureOfAI
🔹 **NGC** : Un noyau de connaissance qui stocke l’info comme de l’**ADN sémantique**.
📂 Code open-source, benchmarks, et théorie complète :
👉 github.com/quantum-lich...
#AI #Resilience #Innovation #OpenSource #NeuroSymbolic
📺 "Training Large Reasoning Models" by Asim Munawar is live at 12 PM today.
youtube.com/live/PYUMnAa...
#NeuroSymbolic #AI #FutureOfAI
🔮 The Future:
• #Cognitivearchitectures mirroring human thinking
• #Distributedknowledge commons
• #Neurosymbolic AI integration
• Collaborative knowledge evolution
The next generation of intelligent systems.
#FutureOfWork #AIResearch
#NeuroSymbolic #AI is the 'mind mirror' created intelligence can grow into. It isn't like the contain definition of dictionaries, training & weighting. It is like when you first started to understand context from a deeper level, then internalize that understanding as one.
youtu.be/dKFHa8FwEqI?...
Can/Will LLMs Learn to Reason?
Neuro-Symbolic Wednesdays is starting soon...
#NeuroSymbolic #AI #NeSy #FutureOfAI
youtube.com/live/c3dCFIQ...
Neuro-Symbolic Wednesdays: Can/Will LLMs Learn to Reason?
✨ Join us for an interactive session exploring Neuro-Symbolic AI.
#NeuroSymbolic #AI #NeSy #FutureOfAI #NeuroSymbolicWednesdays
luma.com/y09n4d2g?utm...
New Weekly Series: Neuro-Symbolic Wednesday
Join us for an interactive session exploring Neuro-Symbolic AI, the emerging paradigm that blends the strengths of neural networks with symbolic reasoning.
#NeuroSymbolic #AI #NeSy #FutureOfAI
youtube.com/live/WWEu2Yy...
We should have noticed by now, that the scaling laws of #GenAI fail and we’ll enter a phase of diminishing returns. Equally problematic is the uncritical re-emergence of failed #symbolic paradigms which brought as #AI winter 1. #Neurosymbolic - yes but not based on failing monotonic reasoning
In order for #neurosymbolic #AI to succeed we need a renaissance of #homoiconicity. Bring back #Lisp as 2nd lingua franca for #AI next to #Python and perfect their interoperability. IMHO the ideal scenario would be to host a performant Lisp on #Mojo! #Modular @Chris Lattner
NeSyGeo: Neuro‑Symbolic Framework for Multimodal Geometric Reasoning Data
NeSyGeo, a neuro‑symbolic system for geometric reasoning, says fine‑tuning with 4 000 samples lifts MathVision accuracy by up to 15.8%. Paper revised Oct 2025. getnews.me/nesygeo-neuro-symbolic-f... #neurosymbolic #geometricreasoning
Slot Attention Argumentation Improves Case-Based Reasoning
SAA‑CBR combines Slot Attention with abstract argumentation for case‑based reasoning and was tested on the CLEVR‑Hans benchmark, achieving performance comparable to existing models. Read more: getnews.me/slot-attention-argumenta... #neurosymbolic #clevr
Have you heard about neuro-symbolic ?
The best of both worlds working as one : machine learning (deep learning / LLM) and reasoning. Symbolic and digital processing mixed together...
Great expectations, but no actual integration yet.
petervoss.substack.com/p/insa-integ... #AI #neurosymbolic
Neurosymbolic Fast‑and‑Slow AI Improves Graph Coloring
The new neurosymbolic system SOFAI v2 improves graph‑coloring success by 10.5 % and runs up to 30 % faster by pairing a rapid LLM‑based module with a metacognitive check. Read more: getnews.me/neurosymbolic-fast-and-s... #neurosymbolic #graphcoloring #AI
Turing Award laureate Rich Sutton now critiques pure LLMs—echoing @garymarcus.bsky.social . Time to move beyond science fiction and refocus on scientific rigour. #AI #LLM #Neurosymbolic #RichSutton #GaryMarcus
garymarcus.substack.com/p/game-over-...
Study Improves Association Rule Mining on High‑Dimensional Small Data
Researchers fine‑tuned Aerial+ with a tabular foundation model to handle ~18,000 features and ~50 samples, achieving up to 100× speedup over state‑of‑the‑art ARM methods. getnews.me/study-improves-associati... #associationrulemining #neurosymbolic
