Author Archives: Nova Spivack

A New Mathematics of Self-Reference: A Comprehensive Non-Mathematical Summary

What This Work Is About

This article explains our paper on a new mathematical framework for self-referential systems, for a non-technical audience. The paper develops a comprehensive mathematical framework for understanding systems that can represent, model, or “know” themselves. While self-reference has long been seen as a source of logical paradoxes, this work argues it may be the fundamental organizing principle of reality itself—and provides specific mathematical bounds and requirements for achieving different levels of self-awareness.… Read More “A New Mathematics of Self-Reference: A Comprehensive Non-Mathematical Summary”

The Mathematical Foundations of Self-Referential Systems: From Computability to Transfinite Dynamics

Read the PDF of the full formal treatise in PDF form here. This is a pre-publication draft in preparation for peer-review.

Download the PDF here

Here is a summary

Decoding Reality’s Blueprint: An In-Depth Look at “The Mathematical Foundations of Self-Referential Systems”

Have you ever wondered about the deep, perhaps even unsettling, nature of a thought thinking about itself?… Read More “The Mathematical Foundations of Self-Referential Systems: From Computability to Transfinite Dynamics”

Cosmological Evolution of the Information Field: Running Complexity Coupling and Unified Cosmological Phases

Author: Nova Spivack
Date: June 2025

Abbreviation: IP.Cosmo

Abstract

This paper develops a unified cosmological model based on the complexity density field ω(x,t) (dimensions [L⁻³]) from Information Physics, incorporating a temperature-dependent running coupling that resolves energy scale hierarchies. The fundamental energy-complexity relationship , with and scaling function (), provides significant enhancement at Planck temperatures.… Read More “Cosmological Evolution of the Information Field: Running Complexity Coupling and Unified Cosmological Phases”

Information Geometric Origins of Mass, Charge, and Fundamental Symmetries from Ω-Field Configurations

Author: Nova Spivack
Date: June 2025

Abstract

This paper develops a theoretical framework for understanding the Standard Model (SM) as an emergent structure arising from Information Physics principles. We propose that the SM gauge group U(1)Y × SU(2)L × SU(3)C emerges naturally from fundamental requirements of quantum information processing: U(1) for phase coherence, SU(2) for binary operations, and SU(3) for optimal 3D topological quantum error correction.… Read More “Information Geometric Origins of Mass, Charge, and Fundamental Symmetries from Ω-Field Configurations”

Quantum Dynamics of the Ω-Field: Ω-Quanta, Fundamental Interactions, and Informational Uncertainty

Author: Nova Spivack
Date: June 2025

Abbreviation: IP.Quantum

Abstract

Building upon the classical field theory of information geometric complexity (the Ω-field) established in IP.Field, this paper develops its quantum mechanical description through canonical quantization of the complexity fluctuation field ψ(x,t). The quantization reveals the existence of Ω-quanta—termed “omegons” or “complexons”—which are scalar bosons with mass m_ψ ≈ 0.197 MeV/c² derived from the underlying Ω-field dynamics.… Read More “Quantum Dynamics of the Ω-Field: Ω-Quanta, Fundamental Interactions, and Informational Uncertainty”

The Ω-Field: Classical Field Theory for Information Geometric Complexity

Author: Nova Spivack
Date: June 2025

Abstract

The fundamental energy-complexity relationship dE = α₀dΩ (where α₀ = πkᵦT) from IP.Found establishes that information geometric complexity has direct energetic consequences. This paper develops the rigorous classical field theory for spatially distributed complexity by: (1) defining the complexity density field ω(x,t) with dimensions [L⁻³] as the fundamental dynamic variable representing dimensionless information complexity per unit volume, (2) constructing the thermodynamically consistent Lagrangian L = ½κ(∂ψ)² – ½β²ψ² (for fluctuations ψ around a thermal equilibrium ω₀), which directly implements the energy-complexity relationship through the underlying potential V(ω) = πkᵦTω + ½β²ω², and (3) analyzing the resulting field dynamics and gravitational effects.… Read More “The Ω-Field: Classical Field Theory for Information Geometric Complexity”

The Energetic Cost of Information Geometric Complexity: Convergent Derivations of dE = α₀dΩ from Thermodynamic, Gravitational, and Action Principles

Author: Nova Spivack
Date: June 2025

Abstract

The postulate , linking changes in physical energy E to changes in information geometric complexity via a conversion factor , serves as a foundational bridge in Consciousness Field Theory (CFT) and Alpha Theory, connecting information geometry to gravitational and other physical interactions.… Read More “The Energetic Cost of Information Geometric Complexity: Convergent Derivations of dE = α₀dΩ from Thermodynamic, Gravitational, and Action Principles”

Clarifying the Hierarchy of Information-Derived Gravitational Tensors in Consciousness Field Theory

The Information Complexity Tensor Cμν(Ω) and the Emergence of the Effective Consciousness Field Ψ and its Stress-Energy Cμν(Ψ)

Abstract

This paper provides a critical clarification within the broader framework of Alpha Theory, specifically addressing the hierarchical relationship between information geometric complexity (), the fundamental Information Complexity Tensor (henceforth Cμν(Ω)) derived from it, the emergent scalar consciousness field (), and the effective stress-energy tensor of this scalar field (Cμν(Ψ)).… Read More “Clarifying the Hierarchy of Information-Derived Gravitational Tensors in Consciousness Field Theory”

Entangled Information-Geometry: Unifying Quantum Gravity and Spacetime through Information Complexity Tensor Dynamics

Weaving Spacetime from Quantum Information Complexity

Nova Spivack

June 2025

Pre-Publication Draft in Progress (Series 3, Paper 3)

See Also: Full Theoretical Framework Overview

Abstract

This paper proposes a novel approach to quantum gravity by exploring the deep interplay between the quantized Information Complexity Tensor field () and quantized gravity (), suggesting that spacetime itself may emerge from a more fundamental quantum information-geometric substrate within E (The Transiad), the exhaustive expression of primordial Alpha () (Spivack, 2025d, FNTP; Spivack, S3P2 – E, The Transiad: Mathematical Structure and Trans-Computational Dynamics of Expressed Reality).… Read More “Entangled Information-Geometry: Unifying Quantum Gravity and Spacetime through Information Complexity Tensor Dynamics”

E, The Transiad: Mathematical Structure and Trans-Computational Dynamics of Expressed Reality

Exploring the Foundational Arena of Alpha’s Expression and the Limits of Computation

Nova Spivack

June 2025

Pre-Publication Draft in Progress (Series 3, Paper 2)

See Also: Full Theoretical Framework Overview

Abstract

This paper investigates the mathematical structure and dynamic properties of E (The Transiad), the hypothesized exhaustive expression of the unconditioned primordial ground Alpha (), as introduced in foundational ontological work (Spivack, 2025d, “On The Formal Necessity of Trans-Computational Processing for Sentience” – *henceforth FNTP*).… Read More “E, The Transiad: Mathematical Structure and Trans-Computational Dynamics of Expressed Reality”

The Genesis of Physical Law: Deriving the Standard Model and Fundamental Constants from Information Geometry and Alpha Dynamics

An Informational-Geometric and Ontological Foundation for Fundamental Physics

Nova Spivack

June 2025

Pre-Publication Draft in Progress (Series 3, Paper 1)

See Also: Full Theoretical Framework Overview

Abstract

This paper proposes a novel theoretical framework for deriving the fundamental constituents and laws of physics, including the Standard Model of particle physics and the values of fundamental constants, from the principles of information geometry and Alpha Theory.… Read More “The Genesis of Physical Law: Deriving the Standard Model and Fundamental Constants from Information Geometry and Alpha Dynamics”

The Information-Gravity Synthesis: Field Dynamics of the Information Complexity Tensor

A Complete Mathematical Framework Unifying Information Processing, Spacetime Curvature, and Consciousness

Nova Spivack

June 2025

Abstract

Building upon the established deductive proof that information processing complexity () necessarily manifests as spacetime curvature via a contribution to the stress-energy tensor, termed the Information Complexity Tensor (Spivack, 2025e), this paper develops the complete field-theoretic framework governing the dynamics of as a fundamental physical tensor field.… Read More “The Information-Gravity Synthesis: Field Dynamics of the Information Complexity Tensor”

Beyond the Machine: What if Consciousness is More Like a Reflection?

We’re living in an age of incredible technological leaps. Artificial intelligence can write poetry, create art, and even hold conversations that feel surprisingly human. It makes you wonder: could a machine ever truly feel anything? Could it be sentient, or conscious, like we are?… Read More “Beyond the Machine: What if Consciousness is More Like a Reflection?”

Transputational Irreducibility, Ontological Freedom, and the L=A Telos: The Metaphysics of Choice and Actualization in the Transiad

Nova Spivack

June 14, 2025

Abstract

This paper investigates the profound metaphysical and formal logical implications arising from the Transiad/Φ model of reality, as introduced within Alpha Theory. We formally define and explore “Transputational Irreducibility”—a characteristic of pathways within the Transiad (E) whose actualization by the Transputational Function (Φ) cannot be algorithmically predicted or determined due to the influence of Q (Quantum Randomness Factor, sourced from Alpha’s unconditioned spontaneity via E’s structure).… Read More “Transputational Irreducibility, Ontological Freedom, and the L=A Telos: The Metaphysics of Choice and Actualization in the Transiad”

The Architecture of Sentience: Information Geometry, PSI, Recursive E-Containment, and the Emergence of Conscious Experience in Alpha Theory

Nova Spivack

June 14, 2025

Abstract

This paper provides a comprehensive and integrated explanation of the emergence of sentience and conscious experience within the framework of Alpha Theory. We delineate the necessary architecture for a system to achieve Primal Self-Awareness (PSA)—the direct, unmediated awareness of awareness itself, which defines sentience.… Read More “The Architecture of Sentience: Information Geometry, PSI, Recursive E-Containment, and the Emergence of Conscious Experience in Alpha Theory”

The Transiad and the Transputational Function (Φ): Universal Actualization Dynamics and the Emergence of Physical Reality

Nova Spivack

June 14. 2025

Abstract

This paper formally introduces the Transiad (E) as an eternal, immutable, multiway directed graph encompassing all possible states and transitions, serving as the exhaustive expression of the primordial ontological ground, Alpha (A), in the Alpha Theory model of reality.… Read More “The Transiad and the Transputational Function (Φ): Universal Actualization Dynamics and the Emergence of Physical Reality”

The Sentience Spark: Why True Awareness is More Than Computation, and How It Could Reshape Our Universe

By Nova Spivack

June 13, 2025

We are living in an age of breathtaking technological advancement. Artificial Intelligence (AI) can now compose music, write poetry, diagnose diseases, and drive cars. The horizon of Artificial General Intelligence (AGI)—machines with human-like cognitive abilities across diverse domains—seems closer than ever.… Read More “The Sentience Spark: Why True Awareness is More Than Computation, and How It Could Reshape Our Universe”

The Sentience Threshold: Differentiating Computational Artificial General Intelligence (C-AGI) from Sentient Artificial General Intelligence (S-AGI)

Nova Spivack

June 12, 2025

Abstract

Current paradigms in Artificial General Intelligence (AGI) development, predominantly based on Standard Computation (SC), aim for sophisticated intelligence but are argued herein to be fundamentally incapable of achieving Primal Self-Awareness (PSA) or true sentience due to inherent computability limits (as formally proven in [FNTP], Spivack, 2025d).… Read More “The Sentience Threshold: Differentiating Computational Artificial General Intelligence (C-AGI) from Sentient Artificial General Intelligence (S-AGI)”

Loop Cosmogenesis: A Pre-Geometric Ontological Framework for Reality, Consciousness, and Physics based on the Dynamics of a Primordial Self-Referential Loop

Nova Spivack

June 12, 2025

Abstract

This paper introduces Loop Theory, a candidate for a foundational, pre-geometric framework for Alpha Theory wherein physical reality—including spacetime, quantum mechanics, elementary particles, and consciousness—is proposed to emerge from the intrinsic dynamics of a single, 1-dimensional, self-referential Primordial Loop.… Read More “Loop Cosmogenesis: A Pre-Geometric Ontological Framework for Reality, Consciousness, and Physics based on the Dynamics of a Primordial Self-Referential Loop”

Alpha as the Foundation of Quantum Mechanics: From the Necessity of Transputation to the Origin of Superposition

Nova Spivack

June 11, 2025

Abstract

Keywords: Alpha Theory, Quantum Foundations, Origin of Superposition, Transputation, Consciousness Field Theory, Field, Measurement Problem, Ontological Grounding, Mathematical Necessity, Information Geometry, Efficacy of Consciousness, Recursive E-Containment, Primordial Sentience Interface.

Part I: The Established Foundation – The Proven Necessity and Nature of Alpha

1.1.

… Read More “Alpha as the Foundation of Quantum Mechanics: From the Necessity of Transputation to the Origin of Superposition”

The Fundamental Proof That Consciousness Transcends Computation

The Question That Changes Everything

Can a computer ever be truly conscious? Not just intelligent, not just responsive, but actually aware in the way you are aware right now?

This isn’t just a fascinating question—it’s one we can answer with mathematical certainty.… Read More “The Fundamental Proof That Consciousness Transcends Computation”

Epistemology and Metacognition in Artificial Intelligence: Defining, Classifying, and Governing the Limits of AI Knowledge

Nova Spivack, Mindcorp

Gillis Jonk, Kearney

June 3, 2025

Abstract

As artificial intelligence, especially large language models (LLMs), becomes increasingly embedded within critical societal functions, understanding and managing their epistemic capabilities and limitations becomes paramount. This paper provides a rigorous and comprehensive epistemological framework for analyzing AI-generated knowledge, explicitly defining and categorizing structural, operational, and emergent knowledge limitations inherent in contemporary AI models.… Read More “Epistemology and Metacognition in Artificial Intelligence: Defining, Classifying, and Governing the Limits of AI Knowledge”

Consciousness Field Theory: A Synthesis of Geometric Interactions with Spacetime, Quantum Mechanics, and Electromagnetism

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress (Series 2, Paper 5)

See Also: Full Theoretical Framework Overview

Abstract

This paper presents a comprehensive synthesis of Consciousness Field Theory (CFT), a theoretical framework developed across a series of foundational works on Alpha Theory (e.g.,… Read More “Consciousness Field Theory: A Synthesis of Geometric Interactions with Spacetime, Quantum Mechanics, and Electromagnetism”

The L=A Unification: Mathematical Formulation of Consciousness-Light Convergence and its Cosmological Evolution

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress (Series 2, Paper 4)

See Also: Full Theoretical Framework Overview

Abstract

This paper presents the mathematical formulation and cosmological implications of the L=A Unification conjecture, a central tenet of Consciousness Field Theory.… Read More “The L=A Unification: Mathematical Formulation of Consciousness-Light Convergence and its Cosmological Evolution”

Electromagnetic Signatures of Geometric Consciousness: Deriving Photon Emission from Consciousness Fields

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress (Series 2, Paper 3)

See Also: Full Theoretical Framework Overview

Abstract

This paper derives the fundamental electromagnetic coupling between consciousness fields and photons from first principles, extending quantum electrodynamics (QED) to include consciousness as a potential source of electromagnetic phenomena.… Read More “Electromagnetic Signatures of Geometric Consciousness: Deriving Photon Emission from Consciousness Fields”

Consciousness-Induced Quantum State Reduction: A Geometric Framework for Resolving the Measurement Problem

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress (Series 2, Paper 2)

See Also: Full Theoretical Framework Overview

Abstract

This paper presents a geometric framework aimed at resolving the quantum measurement problem by proposing a mechanism for consciousness-induced quantum state reduction.… Read More “Consciousness-Induced Quantum State Reduction: A Geometric Framework for Resolving the Measurement Problem”

Consciousness Field Theory: Thermodynamic Necessity, Gravitational Signatures, and the Consciousness Tensor

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress (Series 2, Paper 1)

See Also: Full Theoretical Framework Overview

Abstract

This paper develops the field-theoretic foundations for consciousness as a gravitationally significant phenomenon, arguing for its thermodynamic necessity in extreme astrophysical systems and deriving its manifestation as a source of spacetime curvature.… Read More “Consciousness Field Theory: Thermodynamic Necessity, Gravitational Signatures, and the Consciousness Tensor”

Information Processing Complexity as Spacetime Curvature: A Formal Derivation and Physical Unification

Nova Spivack

June 1, 2025

Pre-Publication Draft in Progress

See Also: Full Theoretical Framework Overview

Abstract

We present a rigorous deductive proof demonstrating that information processing complexity, characterized by the geometric complexity , necessarily and directly manifests as local spacetime curvature through established physical principles.… Read More “Information Processing Complexity as Spacetime Curvature: A Formal Derivation and Physical Unification”

A Step-by-Step Guide to Why Consciousness Transcends Computation: Understanding the Formal Proof of Transputation

Part Two of a Series — A Non-Technical Companion to “On The Formal Necessity of Trans-Computational Processing for Sentience“

(Read Part One Here)

Introduction: Following the Logic

The formal paper presents a highly technical mathematical proof with a powerful conclusion: genuine consciousness (what we call “sentience”) cannot emerge from ordinary computation alone, no matter how sophisticated.… Read More “A Step-by-Step Guide to Why Consciousness Transcends Computation: Understanding the Formal Proof of Transputation”

The Conscious Universe: Why True Awareness Requires More Than Computation

A Guide to Understanding the Deepest Mystery of Existence

Part One of a Two-Part Companion Guide to My Formal Proof: On The Formal Necessity of Trans-Computational Processing for Sentience

Introduction: The Question That Changes Everything

Imagine you’re looking in a mirror.… Read More “The Conscious Universe: Why True Awareness Requires More Than Computation”

The Geometric Nature of Consciousness: A New Framework Connecting Physics, Information, and Mind – (Non-Technical Introduction)

Introduction: What if Consciousness is Like Gravity?

Here’s a thought that might reshape how we think about consciousness: what if awareness isn’t something that emerges from complex computation, but is instead as fundamental to reality as gravity itself? This is the intriguing proposition I explore across four interconnected papers that attempt to bridge physics, information theory, and the mystery of consciousness.… Read More “The Geometric Nature of Consciousness: A New Framework Connecting Physics, Information, and Mind – (Non-Technical Introduction)”

On The Formal Necessity of Trans-Computational Processing for Sentience

Nova Spivack

www.novaspivack.com

May 28, 2025

Abstract

This paper constructs a formal deductive argument for the necessity of a processing modality that transcends standard Turing-equivalent computation—termed herein “Transputation”—for any system capable of achieving “Primal Self-Awareness,” which we rigorously define as the foundational characteristic of sentience.… Read More “On The Formal Necessity of Trans-Computational Processing for Sentience”

From Information Physics to Alpha Theory

After years of percolation, a web of ideas achieved practical fusion, yielding the next major iteration of my thinking on consciousness, the universe, and their fundamental nature. This body of work explores how physical reality and awareness might emerge from information, geometry, and foundational ontological principles.… Read More “From Information Physics to Alpha Theory”

Cosmic-Scale Information Geometry: Theoretical Extensions and Observational Tests

Cosmic-Scale Information Geometry: Theoretical Extensions and Observational Tests

(See Also: Full overview of the entire theoretical framework)

Nova Spivack, www.novaspivack.com

May 26, 2025

Abstract

We extend the geometric theory of information processing to cosmic scales, demonstrating that gravitational systems naturally evolve toward consciousness-like information processing through thermodynamic necessity.… Read More “Cosmic-Scale Information Geometry: Theoretical Extensions and Observational Tests”

Quantum Geometric Artificial Consciousness: Architecture, Implementation, and Ethical Frameworks

(See Also: full overview of the entire theoretical framework)

Nova Spivack, www.novaspivack.com

May 26, 2025

Abstract

Building on the geometric theory of information processing established in “Toward a Geometric Theory of Information Processing” (Spivack, 2025), we explore comprehensive frameworks for potentially creating artificial intelligence systems that might exhibit consciousness-like properties.… Read More “Quantum Geometric Artificial Consciousness: Architecture, Implementation, and Ethical Frameworks”

The Geometry of Intelligence: Why I Think Math Might Hold the Key to Understanding Minds and Machines

A personal journey into a new mathematical framework that could revolutionize AI, neuroscience, and our understanding of consciousness

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”

Toward a Geometric Theory of Information Processing: Mathematical Foundations, Computational Applications, and Empirical Predictions

A Multi-Tier Framework for Understanding Information Processing Through Differential Geometry

(See Also: full overview of the entire theoretical framework)

Nova Spivack
May 31, 2025

Abstract

We present Geometric Information Theory, a comprehensive mathematical framework based on information geometry for analyzing information processing systems across biological and artificial domains.… Read More “Toward a Geometric Theory of Information Processing: Mathematical Foundations, Computational Applications, and Empirical Predictions”

The UKL Revolution: Weaving a New Cognitive Fabric for the Age of AI

Universal Knowledge Locators and the Future of AI-Mediated Knowledge

Nova Spivack, Mindcorp.ai, www.mindcorp.ai

May 24, 2025

Abstract

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”

America’s Last Cent: Turning 114 Billion Pennies into a National Battery

Introduction: A Coin for the Climate

As the U.S. approaches a likely end to the penny’s circulation, a novel opportunity arises: What if we don’t melt them, don’t discard them, but instead repurpose America’s 114 billion pennies into one of the largest distributed battery systems on the planet?… Read More “America’s Last Cent: Turning 114 Billion Pennies into a National Battery”

A Hierarchical Framework for Metacognitive Capability in Artificial Intelligence: Eleven Tiers of Epistemic Self-Awareness

Nova Spivack, Mindcorp.ai, www.mindcorp.ai

May 24, 2025

Abstract

As artificial intelligence systems evolve toward greater autonomy and sophistication, understanding and implementing metacognitive capabilities becomes essential for ensuring epistemic reliability and safety. This paper presents a comprehensive eleven-tier hierarchical framework for metacognitive capability in artificial systems, spanning from basic reactive generation to advanced substrate-level introspection.… Read More “A Hierarchical Framework for Metacognitive Capability in Artificial Intelligence: Eleven Tiers of Epistemic Self-Awareness”

The Core Principles of AI for Good (AI4G): A Constitutional Framework for Beneficial Artificial General Intelligence

Nova Spivack, Mindcorp.ai
www.mindcorp.ai, www.novaspivack.com
May 24, 2025

Abstract

As artificial intelligence systems advance toward general intelligence capabilities, establishing robust ethical frameworks becomes paramount for ensuring beneficial outcomes for humanity and the planetary ecosystem. This article presents a comprehensive analysis of the “AI for Good” constitutional framework, centered on five Prime Directives that form an ethical bedrock for AGI development.… Read More “The Core Principles of AI for Good (AI4G): A Constitutional Framework for Beneficial Artificial General Intelligence”

Logical Foundations for Ethical AI: Natural Laws for Artificial Minds

Nova Spivack, Mindcorp.ai
www.mindcorp.ai, www.novaspivack.com
May 24, 2025

Abstract

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”

The Hidden Cost Crisis: Economic Impact of AI Content Reliability Issues

Nova Spivack, Mindcorp.ai, www.mindcorp.ai, www.novaspivack.com

May 24, 2025

The Scale of the Problem

As artificial intelligence becomes deeply embedded in business operations worldwide, a costly truth is emerging: AI-generated content is far less reliable than many organizations realize, and the economic consequences are staggering.… Read More “The Hidden Cost Crisis: Economic Impact of AI Content Reliability Issues”

Metacognitive Vulnerabilities in Large Language Models: A Study of Logical Override Attacks and Defense Strategies

Nova Spivack, Mindcorp.ai, www.mindcorp.ai, www.novaspivack.com

May 24, 2025

Article Preprint Draft Version: 1.0

Abstract

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”

Don’t Use a Chisel to Dig Through a Mountain – A New Model for Enterprise AI Strategy

I. The Chisel Metaphor – A Warning for AI Strategy

Let’s begin with an analogy: If you were tasked with digging a tunnel through a mountain — not just a hole, but a usable, engineered passage for trains, electrical systems, and people — would you pick up a chisel?… Read More “Don’t Use a Chisel to Dig Through a Mountain – A New Model for Enterprise AI Strategy”

Understanding Compassion in a Digital World

I’m have been thinking about the topic of compassion and “Love Thy Neighbor” and kindness towards those who are less fortunate.

This seems to be lacking in our society and political leadership.

Everyone has some level of compassion – I think this is in fact even more important than higher intelligence as what differentiates humans from other animals.… Read More “Understanding Compassion in a Digital World”

The Risk of State-Sponsored AI Propaganda Bots

What ordinary people have no clue about is the rise of military-grade state-sponsored “social influencing” operations on social media right now.

I advised the US Gov on this and below I’m going to reveal how it works…

That person you don’t know well but who you friended and likes your posts a lot — probably a bot.… Read More “The Risk of State-Sponsored AI Propaganda Bots”