Category Archives: Technology

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)”

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”

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”

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”

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.aiwww.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.aiwww.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”

The Creator by Nova Spivack

The Golden Bridge: Treatise on the Primordial Reality of Alpha

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”

Cognition is All You Need – The Next Layer of AI Above Large Language Models

My arXiv article on the future of AI is live.

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.

Read More “Cognition is All You Need – The Next Layer of AI Above Large Language Models”

#Psychaidelic Art – A New Genre

A New Genre: #Psychaidelic Art

TRY IT! You can generate #psychaidelic art with my Psychaidelic Art GPT

#Psychaidelic [Adjective]

Pertaining to or characterized by a blend of magical realism and advanced artificial intelligence creativity. This term describes artistic or conceptual works that combine realistic elements with fantastical, dream-like features, often resulting in visually striking, otherworldly compositions.

Read More “#Psychaidelic Art – A New Genre”

Advanced GPTs for Professionals and Enterprises

I have developed a number of specialized GPTs for professionals and enterprises. This set of GPTs focuses on higher-level reasoning and knowledge work. The set also includes a number of experimental GPTs for reasoning and problem solving.

Feedback Assistant – Intelligent Interviewer

https://chat.openai.com/g/g-S8a5p7X93-feedback-assistant-intelligent-interviewerRead More “Advanced GPTs for Professionals and Enterprises”

A Powerful AI Fact-Checker that Checks Content and Eliminates Hallucinations

I’ve built an Automated Fact Checker Assistant that is working quite well.

It’s a GPT that does detailed analysis of any content (text you write, paste in, a file or link), to check each fact for accuracy.

It locates sources, checks them and analyzes the results, and generates a bibliography with citations for each fact, and then gives you a downloadable report.… Read More “A Powerful AI Fact-Checker that Checks Content and Eliminates Hallucinations”

Nova Mode: The Ultimate ChatGPT Custom Instruction

I have developed a way to supercharge ChatGPT.

It’s called Nova Mode and it’s an awesome custom instruction that you can paste into your ChatGPT Custom instructions (see screenshot below) in ChatGPT Settings.

This modifies how ChatGPT works in all your chats, giving you much more control over how you interact with ChatGPT.… Read More “Nova Mode: The Ultimate ChatGPT Custom Instruction”

Supercharging AI Task Performance with Dynamic Parameter Adjustments

This article focuses on a potential approach for advancing AI capabilities via dynamic parameter adjustment of large language models (LLMs) like GPT-4. This approach is central to making AI more adept at handling a wide range of tasks, focusing on two key elements: the dynamic adjustment of parameters and the enhancement of sampling methods.… Read More “Supercharging AI Task Performance with Dynamic Parameter Adjustments”

Exploring Higher-Order AI: Training on First-Order AI Networks for Optimal Path Outcomes

Introduction

The advancement of artificial intelligence (AI) is taking an intriguing turn with the concept of higher-order AI systems trained on the network of first-order AIs. This approach aims to transcend traditional token-by-token generation, focusing instead on generating tokens that lead to the best possible outcomes.… Read More “Exploring Higher-Order AI: Training on First-Order AI Networks for Optimal Path Outcomes”

The Four Levels of AI: Steps to Self-Evolution


Introduction

The evolution of Artificial Intelligence (AI) has surpassed mere computation and data processing, leading to the emergence of distinct levels of AI sophistication. Each level represents a leap in capabilities, complexity, and potential impact on our world. In this article, we explore these four levels, delving into their functionalities and implications.… Read More “The Four Levels of AI: Steps to Self-Evolution”

Announcing the Lunar Library II

On November 9, 2023 we announced the Lunar Library II … flying to the Moon on December 24 … A permanent backup of humanity’s knowledge and history, including the Wikipedia, Rosetta Project, Project Gutenberg, Internet Archive, and much more!

Please help us repost and promote this announcement – that would be much appreciated! … Read More “Announcing the Lunar Library II”

Exponential Intelligence: A New Vision for the Future Symbiosis of Human Intelligence with AI

Abstract

This paper posits a future scenario where the unique attributes of both human and artificial intelligence (AI) form a transformative partnership. Coined as ‘Exponential Intelligence,’ this amalgam of human-AI capabilities has the potential to revolutionize how we approach problem-solving, collaboration, and innovation.… Read More “Exponential Intelligence: A New Vision for the Future Symbiosis of Human Intelligence with AI”

Is the Universe an AI?

AI as a New Paradigm for the Universe: Does the Cosmos Learn Like a Neural Network?

Introduction

Throughout history, our understanding and interpretation of the universe have been deeply influenced by prevailing technologies. From the mechanistic metaphor of a grand clockwork to the probabilistic nature of a casino, our technological advancements have repeatedly reshaped how we conceptualize our existence.… Read More “Is the Universe an AI?”

The Horse and Rider Paradigm for the Age of AI

Historically, humans have always striven to extend their capabilities using various tools. The horse, one of the earliest and most profound of these tools, revolutionized transportation, agriculture, warfare, commerce and communication. Its domestication, dating back to around 5000 B.C., marked a monumental shift in human progress.… Read More “The Horse and Rider Paradigm for the Age of AI”

Communities of Intelligence

I would like to propose a new way of thinking about communities and how they are evolving, with the advent of AI and Large Language Models (LLM’s).

Previously I have written about how group minds are emerging, facilitated by LLMs. Here I will delve a little further into how we can look at types of communities on a spectrum, where the final stage is communities of intelligence, which we are entering now.… Read More “Communities of Intelligence”

The Last Generation

It’s very interesting to realize that we are the last generation – the last voices – of the pre-AI era on this planet.

What should we do differently, if anything, knowing this?

Group Minds are Happening

GROUP MINDS

The rise of generative AI and system like ChatGPT is going to enable a new type of collective intelligence that I have been writing about for almost 30 years. I call them “group minds”.

Group minds are collective intelligence assistants that extract, learn from, augment, and broker the relationships, communications, knowledge and intelligence of groups.… Read More “Group Minds are Happening”

Do Artificial Zen Masters Dream of Electric Butterflies?

The Dream of an Artificial Zen Master:

If we make an artificial Zen master, 
And it perfectly reproduces everything
that a real Zen master can say or do, 
Is it a Zen master?

My commentary:

Not necessarily. To be an actual Zen master it would have to be sentient.… Read More “Do Artificial Zen Masters Dream of Electric Butterflies?”

Towards a Unified Metaverse

In 2009, I published a diagram about the future evolution of the Web, called “Intelligence is in the Connections.” Much of what I predicted has occurred – we have witnessed the growth of social media, natural language search and speech interfaces, intelligent assistants, and massively multiplayer online virtual worlds and games.… Read More “Towards a Unified Metaverse”

The Keeper of the Book: My Childhood Dream of the Future

When I was eight years old, I had a very unusual dream in which I saw many lifetimes of my future. In this dream I saw a very clear picture of what the world would go through for perhaps a century or two into the future.… Read More “The Keeper of the Book: My Childhood Dream of the Future”

My Segment on the British Library Podcast Was Great