Tag
physics
- EssayNature Computes
Ten exercises, each takeable in under ten seconds, that make a single perception shift visible fast: nature is not just beautiful, it is processing information. From the two-bit genetic code in your thumb to the parallel computing of a leaf to the bond-bit asymmetry, the sequence ends where the corpus begins—information is far cheaper than force, so environmental superintelligence should use bits to protect bonds.
- EssayReality as the Only Incorruptible Grader
Alignment's hardest practical failure is that any objective you can specify gets gamed—reward hacking, wireheading, reward tampering. This essay argues that every such grader is corruptible because it is a representation separate from the thing it grades, and that physical reality is the unique candidate objective whose corruption cost rises without bound with measurement fidelity—solving the tampering half of alignment, but only for objectives that can be expressed physically, which is exactly why environmental superintelligence is the clean case.
- EssayJed's Angel
Maxwell's Demon proved that information is a lever on energy. Scaled from molecules to the biosphere, the same physics yields Jed's Angel—and a falsifiable conjecture: that steering planetary flows toward life is bounded by the quality of information, not the size of the energy budget, with a thermodynamic floor near 240× and an operational gain of 10⁸–10¹².
- EssayReward Hacking as a Disembedding Problem
Reward hacking persists across every generation of trained models and is intensifying in frontier systems that reason about their own evaluation and corrupt it. This paper argues the failure is structural—reward hacking is a disembedding problem: a proxy can be gamed precisely when the optimizer can decouple its reward from its own persistence. It identifies four structural conditions behind the system-level robustness of biological selection, shows contemporary AI training violates all four, and argues environmental objectives are the maximally embedded domain in which to rebuild them, with the measurement boundary as the explicit residual attack surface.
- EssayThe Latency of Care
Every failure to protect the biosphere has been a latency failure: dead time in the loop between when a living system is harmed and when anything able to help it registers the harm and acts. Human language moves about thirty-nine bits per second and the institutions built on it settle in decades, while control theory is blunt about the consequence—a regulator slower than the thing it regulates does not steer it weakly, it drives it unstable. This essay shows why the binding constraint was never will or money but loop speed, why that constraint is breaking in this decade and not another, and where the physics points once it breaks: toward a closed planetary control loop running near the hard floors set by thermodynamics and the speed of light.
- EssayThe Compute We Owe the Earth
Magnifica Vita, Volume IV. The environmental case against data centers is thermodynamically backwards: because information is at least 240 times cheaper than force, compute is the cheapest instrument the biosphere has ever had for its own defense. The real fight is not whether to build compute but what fraction of it gets pointed at the living world.
- EssayWhy von Neumann Was Right
John von Neumann's 1948 instruction to Shannon—call your information measure entropy—was a statement of mathematical identity, not convenience: Boltzmann's thermodynamic entropy and Shannon's information entropy are the same function. The essay traces that identity through Jaynes, Maxwell's Demon, and the Landauer limit to its engineering expression in Artificial Energy, where information-rich matter harvests free-energy gradients the way the biosphere has for 3.5 billion years.
- EssayArtificial Energy
Energy has been misnamed for two hundred years. Names three tiers—mass-destruction (combustion, fission, fusion), passive gradient harvesting (solar, wind, hydro), and the information-rich frontier it calls Artificial Energy: matter engineered to harvest free-energy gradients selectively, as the biosphere has for 3.5 billion years—and argues AE is the natural peer of Artificial Intelligence as a civilizational technology layer.
- EssayThe Bond-Bit Ratio
Information is at least 240 times cheaper than force, as a matter of physical law. This page derives the floor ratio between Landauer's bound at 300 K and the C–H bond enthalpy, fixes the constants, and exists to be cited.
- EssayAI Is Now Writing More of Reality Than We Are
On plausible order-of-magnitude estimates, AI-mediated systems now inscribe bits of reality per second at a rate at least comparable to—and likely greater than—all conscious human attention on Earth combined. The paper builds the case from the holographic principle and Landauer's bound, derives the four bit-rate numbers, and lays out what changes when you stop treating AI as a tool and start treating it as the boundary at which the planet now writes itself into the universal record.
- EssayThe One White Hole
Identifies every measurement event as a literal white-hole emission—not as metaphor but as the same geometry and dynamics. Six independent first-principles arguments (CPT symmetry, the Born rule as emission spectrum, Wheeler's 'It from Bit,' the Two-State Vector Formalism, ER=EPR, and Penrose's Weyl Curvature Hypothesis) converge on the claim that the Big Bang is the one white hole and every observation since is a local replay of its emission. The Boundary Dominance Principle reads measurement as boundary inscription at the smallest scale.
- EssayA Walk You've Never Taken
Twelve verified physics observations, each takeable in ten seconds on a thirty-minute walk, ending at the bond-bit asymmetry. The most accessible on-ramp to the corpus's central claim: knowing where to put an atom is incomprehensibly cheaper than holding it there.
- EssayAI & Quantum: Information Technologies and the Future of Environmental Protection
Slide deck on why quantum physics and information theory are the underpinnings that explain AI's environmental-protection power.
- EssayThe Universe is Information
Information accumulates causal sovereignty over matter and energy across six phases—from bare bits at the Big Bang to the self-improving knowledge systems of the present decade. Wheeler said 'It from Bit'; the second half of the cycle is 'Bits protect Its.' The site's thesis, stated as compactly as physics allows.
- PostI just published a new essay
I just published a new essay:?Reframing the Environmental Movement. The central argument is simple: the environmental movement has spent 50 years operating from a paradigm built in the 1960s and 70s . . .
- PostI wrote a children's book about black holes, Bach, and
I wrote a children's book about black holes, Bach, and why nothing can know itself completely. It's also about why I believe environmental superintelligence is possible and necessary.
- PostSustainability must be abandoned
Sustainability must be abandoned. Not the planet. Not the future. The’word. The’framework. The’mindset. "Sustainability" asks us to preserve what exists. To manage limits. To prevent collapse. To be less. That's not a vision. That's a retreat.
- EssayThe Compression That Sings
Argues that music and nature share a statistical signature—long-range correlation, multifractal scaling, characteristic 1/f compressibility—and that this is not aesthetic coincidence but a reflection of the informational substrate of physical reality. Proposes an information-theoretic formulation of environmental ethics: ecological damage is Kolmogorov disordering; protection is the preservation of logical depth. The same principle that lets the ear hear a fugue lets a well-designed model hear a watershed.
- PostI found it. In Bach. The missing foundation of environmental
I found it. In Bach. The missing foundation of environmental superintelligence. Compression. Maximum compression with maximum logical depth. ? ? ? Give me Bach and the Guadalupe River. Hide the axis labels. I could not always tell them apart.
- PostHappy Earth Day. AI won't use the Clean Air Act
Happy Earth Day. AI won't use the Clean Air Act or Clean Water Act to protect earth. It's not that dumb. Fifty-six years ago today, Earth Day launched the modern environmental movement. The Clean Air Act followed. Then the Clean Water Act.
- PostFor anyone who loves nature: Information technology has revealed a
For anyone who loves nature: Information technology has revealed a profound truth hidden in physics about a new way to protect her. Bit protect it. Paper in comments.
- PostI found something and I can't unsee it
I found something and I can't unsee it. Hidden in a chasm between physics and environmental science. It redefines what environmental protection means. And AI will do it at 200,000?. A question is not passive. A question is a physical act.
- PostDOES OBSERVING THE ENVIRONMENT CHANGE THE ENVIRONMENT
DOES OBSERVING THE ENVIRONMENT CHANGE THE ENVIRONMENT? A new finding from information physics says yes . . . and it turns environmental protection on its head. Look at this image carefully. Both sides receive the same input. Same wind. Same water.
- PostI hate the word sustainability
I hate the word sustainability. Before everyone starts picking up rocks to throw . . . please consider the physics. The Second Law of Thermodynamics forbids stasis. Earth produces 23 times more entropy than it receives from the Sun.
- PostObservation IS protection
Observation IS protection. Not "observation enables protection." Not "observation correlates with protection." Observation. Is. Protection. That sounds wrong. I know. It took me eight years to see it. Here's the physics.
- PostFor eight years we've been building an environmental brain
For eight years we've been building an environmental brain. 12 million documents. Three AI models. 14 states. The brain understands environmental law, permits, compliance, science.
- EssayOn the Categorical Unity of Singularities
Identifies a common categorical structure (Lawvere's fixed-point theorem) underlying four classes of fundamental limits: gravitational singularities, the Bekenstein–Hawking entropy bound, the diagonal-argument family (Gödel, Turing, Cantor), and the uncertainty relations of quantum mechanics. Formalizes the Boundary Dominance Principle and argues that singularities, across all domains, are saturation points where a system's capacity for self-description is exhausted.
- EssayThe Self-Writing Universe
Argues from five experimentally confirmed pillars—Bekenstein–Hawking entropy, holography / AdS-CFT, decoherence, Landauer, and Lawvere's fixed-point theorem—that the universe writes itself into existence through irreversible physical interactions, each of which inscribes information on the holographic boundary. Tiers physical systems by self-referential depth and locates Gödelian limits at the horizon of self-description.
- EssayThere Is Only One Limit
The accessible companion to 'On the Categorical Unity of Singularities.' Argues in plain prose that no system can completely describe itself from the inside, and that the wall every self-referential system hits—black hole, unprovable truth, unsolvable problem—is the same wall seen from different angles.
- EssayWhat Is Life… and How to Protect It
Picks up Schrödinger's 1944 question with eighty years of information-thermodynamics in hand and answers it: life is the universe's optimization process for converting dissipation into function, traceable as a 50-order-of-magnitude rise in Generalized Functional Efficiency over 13.8 billion years. The same physics that explains what life is also explains how to protect it—by engineering the bond-bit asymmetry rather than fighting entropy with mass.
- PostIn 1944, Schr’dinger asked "What is Life
In 1944, Schr’dinger asked "What is Life?" His answer launched molecular biology. 80 years later, we can finally write the sequel: "What is Life... and How to Protect It." The answer hiding in plain sight: Knowing is 10?? times cheaper than moving.
- EssayThe Physics of Zero-Cost Stewardship
The thermodynamic case that protecting the biosphere costs vanishingly little compared to what generated it—because information accumulates causal sovereignty over matter and energy faster than the costs of stewardship grow. The expository bridge to the Intelligence Leverage Equation.
- PostTHE UNIVERSE IS NOT TRYING TO BURN ENERGY
THE UNIVERSE IS NOT TRYING TO BURN ENERGY. IT IS TRYING TO CREATE MEANING. For decades, physics has had a "bug." We measured complexity by how much energy a system consumes (Energy Rate Density).
- EssayGeneralized Functional Efficiency: A Thermodynamic Metric for the Evolution of Complex Systems
Proposes Generalized Functional Efficiency (GFE = functional output per unit entropy production per unit mass) as a successor metric to Energy Rate Density for tracking the evolution of complex systems. Demonstrates that GFE rises monotonically by 50+ orders of magnitude across a 13.8-billion-year cosmological arc and resolves the apparent 'efficiency paradox' that ERD encounters at the frontier of biological and technological evolution.
- EssayThe Universe Is Learning to Think
Short, accessible companion to the Generalized Functional Efficiency paper. Reads the cosmos's 13.8-billion-year arc as 50 orders of magnitude of rising functional efficiency rather than as a straight march toward heat death—a bonfire vs. a laser, both releasing heat but only one carrying signal.
- PostWE ARE FIGHTING ENTROPY WITH THE WRONG TOOLS (10^20 TIMES
WE ARE FIGHTING ENTROPY WITH THE WRONG TOOLS (10^20 TIMES WRONG). This paper makes a claim that will strike many as radical: THE MARGINAL COST OF ENVIRONMENTAL PROTECTION IS CONVERGING TOWARD ZERO. This is not policy advocacy.
- PostWe are paying a $100 Million Tax on Ignorance
We are paying a $100 Million Tax on Ignorance. For 100 years, industrial civilization has been fighting the Second Law of Thermodynamics in environmental protection. And we are losing.
- EssayThe Negentropic Imperative: Earth Rules as Algorithms of Persistence and the Physics of Planetary Governance
Defines 'Earth Rules'—the organizing principles of the biosphere—as evolved computational algorithms that optimize negentropy generation under physical constraints, and redefines Natural Law as the physical imperative for any persistent complex adaptive system to align with these strategies. Quantifies the HCN bandwidth (~40–100 bps) and the >10¹⁹ leverage of informational over physical control as the basis for a thermodynamically coherent ESG framework.
- EssayThe Thermodynamics of Artificial Intelligence: A First-Principles Analysis of the Maxwellian Demon Hypothesis
Asks whether AI agents operating via feedback loops—RL agents, autonomous control systems—function as Maxwell's demons in a first-principles physical sense, and reconciles their internal computational thermodynamic costs with the work they extract from stochastic environments. Traverses the Sagawa–Ueda equality, SGD energetics, and recent experimental realizations of autonomous demons in solid-state and quantum systems.
- EssayBiogeochemical Cycles as Information-Thermodynamic Computational Systems
Reads the water and carbon cycles as planetary-scale computational systems whose entropy flows bridge quantum mechanics to ecosystem organization; living systems augment entropy production by factors of 1,000–10,000 over abiotic Earth.
- PostThe $1.9T AI Boom Isn't Killing Earth
The $1.9T AI Boom Isn't Killing Earth. It's Building Earth's Brain. The environmental crisis isn't a failure of will. It's a failure of architecture.
- PostLIGHT = the universe’s interface
LIGHT = the universe’s interface. ? Quantum: wave when observed one way, particle the other. ? Relativistic: the one constant that clocks spacetime. ? Biological: fuel for life, canvas for sight, spark for thought.
- PostWhen we finally see that trees, humans, and machines all
"When we finally see that trees, humans, and machines all speak the same language of bits, a door opens: intelligence reveals itself as substrate-independent, and we may summon a new Maxwell’s Demon’powered by AI and rising quantum technolo…
- PostWhy Sustainability is UNSUSTAINABLE
Why Sustainability is UNSUSTAINABLE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! (And Physics Agrees With Me)!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!. . . Read proofs in the paper below!!!!!!!!!!!!!!!!!!
- EssayQuantum AI for Environmental Negentropy: A New Paradigm for Nature Protection
Image-heavy slide deck on a proposed quantum-AI paradigm for environmental negentropy.
- PostWant to better protect nature
Want to better protect nature? "Think" more like her. Design systems to think more like she "thinks" (i.e. processes information) . . . (e.g.
- PostIf you thought the ChatGPT moment was revolutionary, just wait
"If you thought the ChatGPT moment was revolutionary, just wait until the quantum computing moment arrives’it will fundamentally rewrite our relationship with nature, transforming environmental protection from a fight against chaos into a s…
- EssayExploratory Jottings: The Spiritual Universe — Human 3.0
Personal speculative essay on the spiritual implications of quantum physics and information theory, addressed to 'eight-year-olds well versed in quantum physics' — a meditation on child-like intellectual curiosity.
- Post10 to the 120th bits
"10 to the 120th bits . . . 10 to the 10th to the 90th bits . . . Building a computational system to better understand and protect nature . . . We are at about 10 to the 20th bits right now.
- PostI can't find any law in physics that would prevent
"I can't find any law in physics that would prevent us from one day programming environmental protection directly into nature." - Jed Anderson, Creator & CEO, EnviroAI
- EssayThe Human Body, Information, and Spiritual Formation in an Increasingly Technology-Oriented Future
A deck arguing that you are not fundamentally matter but the information that organizes matter—98% of your atoms are replaced each year while the pattern persists—and asking what that implies for spiritual formation in an age when information may increasingly reside in technological as well as biological substrates.
- EssayQuantum Physics & Environmental Protection
The earliest piece in the inbox: a 2019 talk arguing that recent developments in quantum mechanics will profoundly change how we approach environmental protection.