Nova Spivack

Explorer

Home
Biography
- Nova Spivack – Headshots
Consulting
Contact
Press
Speaking

Hierarchical Framework for Metacognition

This entry was posted on May 25, 2025 by Nova Spivack.

Post navigation

← Epistemology and Metacognition in Artificial Intelligence: A Hierarchical Framework for Knowledge Limits, Uncertainty Quantification, and Safe AGI Development

All content licensed under Creative Commons CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/

Subscribe to me on Substack

Recent Posts

Epistemology and Metacognition in Artificial Intelligence: Defining, Classifying, and Governing the Limits of AI Knowledge June 3, 2025
The Probability Trap: How Not to Use AI June 3, 2025
Consciousness Field Theory: A Synthesis of Geometric Interactions with Spacetime, Quantum Mechanics, and Electromagnetism June 2, 2025
The L=A Unification: Mathematical Formulation of Consciousness-Light Convergence and its Cosmological Evolution June 2, 2025
Electromagnetic Signatures of Geometric Consciousness: Deriving Photon Emission from Consciousness Fields June 2, 2025
Consciousness-Induced Quantum State Reduction: A Geometric Framework for Resolving the Measurement Problem June 2, 2025
Cosmic Consciousness Field Theory: Thermodynamic Necessity, Gravitational Signatures, and the Consciousness Tensor June 2, 2025
Information Processing Complexity as Spacetime Curvature: A Formal Derivation and Physical Unification June 1, 2025
A Step-by-Step Guide to Why Consciousness Transcends Computation: Understanding the Formal Proof of Transputation May 30, 2025
The Conscious Universe: Why True Awareness Requires More Than Computation May 30, 2025
The Geometric Nature of Consciousness: A New Framework Connecting Physics, Information, and Mind – (Non-Technical Introduction) May 28, 2025
On The Formal Necessity of Trans-Computational Processing for Sentience May 27, 2025
The Geometric Theory of Consciousness May 26, 2025
Cosmic-Scale Information Geometry: Theoretical Extensions and Observational Tests May 26, 2025
Quantum Geometric Artificial Consciousness: Architecture, Implementation, and Ethical Frameworks May 26, 2025
The Geometry of Intelligence: Why I Think Math Might Hold the Key to Understanding Minds and Machines May 26, 2025
Toward a Geometric Theory of Information Processing: Mathematical Foundations, Computational Applications, and Empirical Predictions May 26, 2025
The UKL Revolution: Weaving a New Cognitive Fabric for the Age of AI May 25, 2025
America’s Last Cent: Turning 114 Billion Pennies into a National Battery May 25, 2025
A Hierarchical Framework for Metacognitive Capability in Artificial Intelligence: Eleven Tiers of Epistemic Self-Awareness May 25, 2025
The Core Principles of AI for Good (AI4G): A Constitutional Framework for Beneficial Artificial General Intelligence May 24, 2025
Logical Foundations for Ethical AI: Natural Laws for Artificial Minds May 24, 2025
The Hidden Cost Crisis: Economic Impact of AI Content Reliability Issues May 24, 2025
Metacognitive Vulnerabilities in Large Language Models: A Study of Logical Override Attacks and Defense Strategies May 24, 2025
Don’t Use a Chisel to Dig Through a Mountain – A New Model for Enterprise AI Strategy May 13, 2025
Understanding Compassion in a Digital World January 27, 2025
The Song of the Canary January 27, 2025
The Risk of State-Sponsored AI Propaganda Bots January 26, 2025
The Golden Bridge: Treatise on the Primordial Reality of Alpha August 25, 2024
Mindcorp.ai Launches Enterprise Superintelligence July 10, 2024
Cognition is All You Need – The Next Layer of AI Above Large Language Models March 6, 2024
The Lunar Library has Landed on the Moon February 25, 2024
The Global Knowledge Vault January 22, 2024
#Psychaidelic Art – A New Genre January 6, 2024
Advanced GPTs for Professionals and Enterprises January 5, 2024
A Powerful AI Fact-Checker that Checks Content and Eliminates Hallucinations January 4, 2024
Nova Mode: The Ultimate ChatGPT Custom Instruction December 8, 2023
Supercharging AI Task Performance with Dynamic Parameter Adjustments December 4, 2023
Exploring Higher-Order AI: Training on First-Order AI Networks for Optimal Path Outcomes December 4, 2023
The Four Levels of AI: Steps to Self-Evolution December 4, 2023

AI AI for Good (AI4G) Alpha Theory Art Best Articles Buddhism Business Cognitive Science Computer Science Consciousness Consciousness Field Theory Essays Ethical AI Geometric Information Theory Metacognition Metaphysics Mindcorp Miscellaneous Philosophy Philosophy of Mind Physics Science Space Technology The Hard Problem Transputation Web/Tech Wild Speculation

June 2025 (8)
May 2025 (17)
January 2025 (3)
August 2024 (1)
July 2024 (1)
March 2024 (1)
February 2024 (1)
January 2024 (4)
December 2023 (4)
November 2023 (1)
September 2023 (1)
August 2023 (2)
July 2023 (1)
April 2023 (5)
March 2023 (1)
November 2022 (2)
September 2022 (1)
August 2022 (1)
March 2022 (2)
February 2020 (1)
August 2019 (1)
July 2019 (1)
May 2019 (1)
February 2019 (1)
August 2018 (1)
June 2018 (1)
May 2018 (2)
February 2018 (2)
October 2017 (1)
June 2017 (1)
February 2017 (1)
December 2016 (1)
October 2016 (1)
September 2016 (2)
May 2016 (3)
January 2016 (2)
December 2015 (1)
October 2015 (1)
September 2015 (2)
June 2015 (2)
January 2015 (3)
December 2014 (1)
November 2014 (2)
September 2014 (1)
June 2014 (1)
April 2014 (1)
March 2014 (1)
January 2014 (1)
December 2013 (3)
November 2013 (2)
October 2013 (2)
August 2013 (1)
July 2013 (2)
June 2013 (2)
February 2013 (1)
October 2012 (2)
July 2012 (3)
May 2012 (1)
April 2012 (5)
March 2012 (2)
February 2012 (2)
December 2011 (3)
November 2011 (1)
August 2011 (5)
July 2011 (6)
May 2011 (1)
April 2011 (4)
March 2011 (2)
February 2011 (2)
November 2010 (1)
October 2010 (1)
September 2010 (1)
August 2010 (5)

Proudly powered by WordPress