This is the final essay in a series. The first, The Twist Move, describes the operation itself across mathematics, biology, physics, and business. The second, The Twist and the Ground of Being, argues that the consciousness twist is real, that the substrate must support it, and that this tells us something fundamental about the nature of reality.… Read More “The Twist as Generative Principle”
This is the fifth essay in a series. The first, The Twist Move, describes the operation itself across mathematics, biology, physics, and business. The second, The Twist and the Ground of Being, argues that the consciousness twist is real, that the substrate must support it, and that this tells us something fundamental about the nature of reality.… Read More “The Twist-Resistant Organization”
This is the third essay in a series. The first, The Twist Move, describes the operation itself across mathematics, biology, physics, and business. The second, The Twist and the Ground of Being, argues that the consciousness twist is real, that the substrate must support it, and that this tells us something fundamental about the nature of reality.… Read More “How to Develop Twist Literacy”
This is the first essay in a series. The first, The Twist Move, describes the operation itself across mathematics, biology, physics, and business. The second, The Twist and the Ground of Being, argues that the consciousness twist is real, that the substrate must support it, and that this tells us something fundamental about the nature of reality.… Read More “The Twist Move”
Something happened two weeks ago that most people filed under “interesting research” and moved on from. They shouldn’t have. Christos Tzamos and the Percepta team published a demonstration in which a transformer executes arbitrary C programs — not by calling out to a Python interpreter, not by emitting code for an external sandbox, but inside its own forward pass.… Read More “The Internalization of Computation – What Percepta’s transformer-computer actually signals — and why the implications are far stranger than the demo”
By Nova Spivack – www.novaspivack.com
Something is happening right now that should terrify anyone who understands it. And the people who do understand it — the AI researchers, the cybersecurity professionals, the intelligence community — are saying it in whispers when they should be screaming.… Read More “The Quiet Part Out Loud: Autonomous AI Agents Are an Existential Cyber Threat and Nobody Has a Plan”
I have been thinking about AI, AGI, and related topics, very deeply for decades, across many projects and ventures.
It is on the basis of that work that I developed a new theory for how to build AGI, based on the thinking I have been doing in my current venture Mindcorp.… Read More “I Have Built a Working AGI: Magenta-1”
Large language models exhibit a critical limitation: they cannot reliably evaluate their own outputs within the same conversational context where those outputs were generated. Recent research demonstrates that when AI systems attempt to check their own reasoning, they confirm their initial responses over 90% of the time regardless of correctness—a phenomenon researchers term “intrinsic self-correction failure.”… Read More “Why AI Systems Can’t Catch Their Own Mistakes – And What to Do About It”
June 3, 2025
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”
June 3, 2025
When you ask a large language model a question, it doesn’t think, it calculates probabilities. It scans its training data and returns the statistically most likely response based on patterns it has learned.… Read More “The Probability Trap: How Not to Use 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
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”
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”
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”
I sing from my perch in the twilight air,
A song of warning, a song of care.
The wind is thick with a gathering tide,
And shadows lengthen where light once shined.
Once, my voice was soft and bright,
A melody spun in golden light.… Read More “The Song of the Canary”
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”
I am pleased to announce that my AI venture, Mindcorp.ai has come out of stealth, with our enterprise superintelligence platform, Cognition. Cognition helps F1000 customers do sophisticated research, analysis and strategy.
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.
I am happy to announce the Arch Mission Foundation’s Lunar Library – Galactic Legacy Archive Collection – has successfully landed on the Moon. Located on the South Pole of the Moon, it was delivered by Galactic Legacy Labs and Intuitive Machines on the M-1 mission, on the side of the lander called Odysseus.… Read More “The Lunar Library has Landed on the Moon”
I am pleased to announce that my non-profit, The Arch Mission Foundation, has installed the first Global Knowledge Vault, inside a deep underground bunker in the mountains in Switzerland.
Great article about it here.
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.
https://chat.openai.com/g/g-S8a5p7X93-feedback-assistant-intelligent-interviewer… Read More “Advanced GPTs for Professionals and Enterprises”
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”
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 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”
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”
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?”
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”
… Read More “Game of Life in ChatGPT”You are about to witness a simulation of Conway’s Game of Life, a classic cellular automaton. In this game, a 20×20 grid of cells will be displayed.
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”
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?
Tool-use was one of the defining characteristics of Homo Sapiens. Ironically it may also be the thing that leads to our obsolescence.
In the first phase of the IT revolution, from the invention of computers up through the Web, computers worked for humans – as tools – and humans maintained the computers.… Read More “Nature Red in Reads and Writes”
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”
The diagram below illustrates what I believe the Metaverse is — an all encompassing matrix across all the layers of our experience. Based on this perspective, I don’t yet see any true Metaverse app in the market.
The Metaverse must include ALL the layers.… Read More “There are No True Metaverse Apps Yet”
We may be in the early stages of a transition from silicon-based to carbon-based computing. Carbon-based computers may even use DNA to store and process information – and may even be instantiated within living organisms.
For an example, see this article about a new and better way to store “big data” in DNA… potentially even in yeast DNA or other DNA of living things.… Read More “Using DNA for Carbon-Based Computing”
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”
In this month’s podcast: get your lugholes around some accents and dialects with @VoicesofEnglish, join the @OrkneyLibrary bookmobile and discover the library boldly going where no library has gone before with @archmission #AnythingButSilent https://t.co/6mCDPqBemb pic.twitter.com/waxTGsfI0E
— The British Library (@britishlibrary) August 15, 2019
One small disc for man, one giant library for mankind…
The Lunar Library, produced by my nonprofit charity, The Arch Mission Foundation, was crash-landed on the Moon on April 11, in the Israeli Beresheet lander. But despite the crash, at least 60,000 images and pages etched into nickel films, survived intact and are now on the surface of the Moon.… Read More “My Lunar Library has Landed – There is Now a 30 Million Page Library on the Moon”
After many years of work, I am pleased to say that the first installment of the Lunar Library has launched and is enroute to the Moon, where it will remain for at least 10’s of millions of years. Read more here.… Read More “The Lunar Library has Launched!”
Today, we are launching Fuzionaire Diagnostics.
Technological progress often comes from incremental improvements to existing technologies, rather than major evolutionary leaps. But occasionally there is a truly fundamental advance that improves the entire foundation on which we are building. This is the type of leap we are announcing today.… Read More “Announcing Fuzionaire Diagnostics: a True Breakthrough in Chemistry, Applied to Saving Lives”
Today my foundation, The Arch Mission Foundation, announced our mission to land the Wikipedia (and other datasets) on the Moon in 2020 with Astrobotic. This will create a permanent backup of human civilization that will persist on the Moon for billions of years.… Read More “Announcing our Mission to Land the Wikipedia on the Moon!”
Today we began to reveal a little more of what we’ve been working on in stealth mode, since last December. It’s a new science and technology startup studio, based in Los Angeles, called Magical.
You might think of Magical as a moonshot factory, except that we’re not just aiming for the moon.… Read More “Magical, My New Startup Studio in LA, Comes Out of Stealth”
The Wall Street Journal’s CIO Journal covered the announcement of Bottlenose’s Nerve Center 3.0 platform today. They did a nice job capturing the big idea here.
I have been speaking about the need for “automating the analyst” for several years. This need is prompted not only by the data deluge — the Cambrian explosion of data volume, velocity, and variety of data sources — but also by the simple reality that enterprises cannot hire the number of data scientists they need to adapt to this new environment.… Read More “AI, BI, and the Necessity of Automating the Analyst”
I’m thrilled to say that my company, Bottlenose, has been selected by Gartner Group as a 2016 Cool Vendor in In-Memory Computing.
I’m very proud of the team and what we built here. Truly the next-generation of business intelligence, powered by AI and streaming analytics.… Read More “Bottlenose Named Gartner Cool Vendor in In-Memory Computing”
I had a fun chat with Nathan Latka on his podcast, about my Venture Studio process and some of the deals I’ve produced.
Read my new article about how to evolve Twitter, on VentureBeat
… Read More “How Twitter Could be 10X Bigger, 100X More Profitable, and 1000X More Awesome”I’ve spent many years studying, writing about, building, and funding companies (such as Bottlenose, Klout, and The Daily Dot) in Twitter’s ecosystem.
Despite the media chatter, I am still bullish on Twitter – as should be any investor who understands the social network’s fundamentals and true potential.
I was recently interviewed by Blake Morgan at Forbes, on the subject of “Building Influence in the Digital Age” — listen to the interview here:
… Read More “My Forbes Interview – People May be Brands, but Brands are Not People”Peter Drucker’s grandson Nova Spivack, CEO of Bottlenose, says that Drucker would have felt today that real influencers are not spending a lot of time on social media.
Interesting ranking of futurists by analyzing their social and Web influence. I rank in the top 20. Of course, I couldn’t have predicted that.
The fundamental problem that Twitter has is engagement. If engagement can be corrected, the whole Twitter ecosystem (and their stock price) will improve.
Improving Twitter engagement comes down to fixing the core consumption experience.
First of all what’s wrong with the consumption experience?… Read More “How to Solve Twitter’s Engagement Problem: Add Semantics”
I have been thinking about Twitter for many years. One of the interesting trends that many of us who share an interest in social networks have been tracking is the decline in engagement on Twitter.
Indeed this decline is not only evident from Twitter’s own metrics and reporting, but also to anyone who has been an active user of Twitter since the early days of the service.