Surrogate accuracy isn’t the same as verification. When you need credibility, analytical/manufactured solutions act like unit tests.
We’ve released an updated preprint (SIGS v3): grammar-valid symbolic candidates → latent-manifold exploration → residual-validated refinement (incl. coupled PDE systems).
For project page click here: https://oroikono.github.io/sigs-paper-site/#benchmarks
#SciML #PDE #NeuroSymbolicAI #eth-ai-center #eth #ai #ml
SIGS Interactive

The complementary nature of #knowledgeGraphs and #LLMs has become clear and long-time knowledge engineering professionals like Quentin Reul now routinely combine them in hybrid #neurosymbolicAI systems.

While it's tempting to get caught up in the details of rapidly advancing AI technology, Quentin emphasizes the importance of always staying focused on the business problems your systems solve.

An instructive conversation. Hope you enjoy it too.

https://knowledgegraphinsights.com/quentin-reul/

Yesterday, we hosted the HNI Forum 2026 at the Heinz Nixdorf Institute, bringing together researchers to discuss Neurosymbolic Artificial Intelligence.

🎤Prof. Hector Geffner (RWTH Aachen University) spoke on "Representation learning to act and plan”
🎤Prof. Axel-Cyrille Ngonga Ngomo presented “Explainable neurosymbolic machine learning on knowledge graphs”

Great discussions and interdisciplinary exchange—thanks to everyone who joined! 🙌
#NeurosymbolicAI #ExplainableAI #AIResearch #HNI

Cải thiện tính cạnh tranh AI SaaS: Từ LLM Wrapper sang Neuro-Symbolic AI, tích hợp 29 logic chuyên gia để giảm hallucination, tăng độ tin cậy. Kết quả: Phản hồi tích cực nhờ phân tích có cấu trúc. #AI #SaaS #Kỹthuật #Trítuệnhân tạo #Startup #InnovateVietnam

**Tags:** #AIBusiness #NeuroSymbolicAI #TechMoat #Saasculture #Trítuệnhân tạo #StartupVietnam

https://www.reddit.com/r/SaaS/comments/1qo79bt/building_a_moat_against_gpt_wrappers_using/

We're getting closer to meaningfully simulating deceased loved ones.   

#TechnologyNews #AI #NeuroSymbolicAI

https://futurism.com/health-medicine/simulate-human-brain-supercomputer

Scientists Preparing to Simulate Human Brain on Supercomputer

Researchers at the Jülich Research Centre in Germany are working on a simulation at the scale of the entire human brain.

Futurism

Yesterday, I had the honor to deliver an invited talk with the title "Convenience vs Competence: the Evolving Role of Foundational Knowledge in AI-Driven Research" at the new year's receiption of the computer science faculty at Friedrich-Schiller-Universität Jena. Very happy to be at the place again, where I did my first PostDoc more than 20 years ago and meeting many old friends. :)

@fiz_karlsruhe @fizise @jkbeetle #AI #NeurosymbolicAI #knowledgegraphs #ontologies @nfdi4culture @NFDI4DS

📣 3x 6-month #internships at Wimmics for M2 students! Work on #NeuroSymbolicAI at the intersection of #MachineLearning & #KnowledgeGraphs: analogical reasoning, KG tasks, structured memory, #RAG, #GraphRAG, #LLM. Co-supervision:
@fabien_gandon
& Ndeye-Emilie Mbengue.
📍 Where: Sophia Antipolis (France)
⏳ Duration: 6 months
Details below!

"Today’s eye-popping AI valuations are partly based on the assumption that LLMs are the main game in town — and can only be exploited by the current capex and capital-heavy approach that Big Tech is unleashing.

But when the Chinese company DeepSeek released its models earlier this year, it showed there are ways to build cheaper, scaled-down variants of AI, raising the prospect that LLMs will become commoditised. And LeCun is not the only player who thinks current LLMs might be supplanted.

The tech behemoth IBM says it is developing variants of so-called neuro-symbolic AI. “By augmenting and combining the strengths of statistical AI, like machine learning, with the capabilities of humanlike symbolic knowledge and reasoning, we’re aiming to create a revolution in AI, rather than an evolution,” it explains.

Chinese and western researchers are also exploring variants of neuro-symbolic AI while Fei-Fei Li, the so-called “Godmother of AI”, is developing a world model version called “spatial intelligence”.

None of these alternatives seems ready to fly right now; indeed LeCun acknowledges huge practical impediments to his dream. But if they do ever work, it would raise many questions."

https://www.ft.com/content/e05dc217-40f8-427f-88dc-7548d0211b99

#AI #GenerativeAI #LLMs #NeuroSymbolicAI #WorldModels

Client Challenge

Open position for a full-time professor in Intelligent Software at DTAI & EAVISE at KU Leuven
that combines #MachineLearning & #Reasoning.

⏰Deadline 23/12/2025⏰
https://www.kuleuven.be/personeel/jobsite/jobs/60458303

#NeurosymbolicAI #ArtificialIntelligence #KnowledgeGraphs #Inference

Professor in Intelligente Software

Join Europe's most innovative university as Intelligent Software expert!

Beginning của sự kết thúc kỷ nguyên Transformer? Startup AI thần kinh-ký hiệu AUI宣布 đạt mức định giá 750 TRIỆU USD trong vòng gọi vốn mới! #AI #Transformer #NeuroSymbolicAI #Tech #CôngNghệ #TríTuệNhânTạo #KỷNguyênMới

https://www.reddit.com/r/singularity/comments/1onusdc/the_beginning_of_the_end_of_the_transformer_era/