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A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone
Paper • 2508.14923 • Published • 1 -
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design
Paper • 2508.03665 • Published • 1 -
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact
Paper • 2507.00951 • Published • 23 -
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs
Paper • 2507.15917 • Published • 1
Adam Saltiel
AdamSaltiel
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AI & ML interests
Neuro-symbolic AI, HuggingFace contribution to the field of AI, building models that adhere to logical foundations -- Modal Homotopy Type Theory, (co)-constructive logic (Corfield, Trafford), formalisation (string diagrams, category theory), multi-language transformations and harnesses (e.g. Haskell, Lean).
AI tools for intelligent text comprehension, utilising keywords, similarity measures, part-of-speech extraction, and summarisation. Knowledge graphs -- collective open semantic knowledge, OWL.
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Neurosymbolic AI (+hyphen)
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MuSR: Testing the Limits of Chain-of-thought with Multistep Soft
Reasoning
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