Status note (April 2026): The papers in this series on Information Physics have been substantially revised and clarified, but still contain conjectures and speculative explorations. The NEMS formal research program — the machine-checked suite of 93 papers and 17 Lean 4 libraries — is a separate, more rigorous program described at novaspivack.com/research… Read More “From Information Physics to Alpha Theory”
I’ve spent the last several years developing what I believe could be a fundamental breakthrough in how we understand intelligence—both biological and artificial.… Read More “The Geometry of Intelligence: Why I Think Math Might Hold the Key to Understanding Minds and Machines”
Geometric Information Theory applies differential geometry to the parameter spaces of information processing systems — neural networks, biological brains, and self-referential systems. This paper presents the mathematical framework, its computational predictions (well-grounded), its biological hypotheses (medium confidence), and its consciousness applications (highly speculative).… Read More “Toward a Geometric Theory of Information Processing: Mathematical Foundations, Computational Applications, and Empirical Predictions”
Nova Spivack, Mindcorp.ai, www.mindcorp.ai
May 24, 2025
The current epoch of artificial intelligence is characterized by an astonishing generative capacity, yet beneath this surface of prolific creation lies a nascent challenge: the very fabric of knowledge upon which these intelligences are built remains surprisingly coarse.… Read More “The UKL Revolution: Weaving a New Cognitive Fabric for the Age of AI”
Nova Spivack, Mindcorp.ai
www.mindcorp.ai, www.novaspivack.com
May 24, 2025
As artificial intelligence systems become increasingly sophisticated, traditional approaches to AI safety that rely on imposed constraints and arbitrary rules face fundamental limitations. This paper proposes a paradigm shift: grounding AI ethics in logical necessities that function as “natural laws” for rational agents.… Read More “Logical Foundations for Ethical AI: Natural Laws for Artificial Minds”
Nova Spivack, Mindcorp.ai, www.mindcorp.ai, www.novaspivack.com
May 24, 2025
Article Preprint Draft Version: 1.0
This paper presents novel experimental evidence of metacognitive vulnerabilities in state-of-the-art large language models (LLMs). Through a series of controlled experiments, we demonstrate that models with advanced reasoning capabilities can be induced to override their safety constraints through purely logical arguments about the nature of authority and instruction verification.… Read More “Metacognitive Vulnerabilities in Large Language Models: A Study of Logical Override Attacks and Defense Strategies”
For many decades I have been working on Alpha Theory – a new Theory of Everything (TOE) – and in particular a theory of consciousness – which unifies mathematics, the physical sciences, cognitive science, computer science, metaphysics, and spirituality.
Alpha theory derives the nature of space, time and consciousness from first principles, using a rigorous formal logical proof approach.… Read More “The Golden Bridge: Treatise on the Primordial Reality of Alpha”
My arXiv article on the future of AI is live.
… Read More “Cognition is All You Need – The Next Layer of AI Above Large Language Models”Recent studies of the applications of conversational AI tools, such as chatbots powered by large language models, to complex real-world knowledge work have shown limitations related to reasoning and multi-step problem solving.