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essays/superintelligence-grounded-in-life | superintelligence-grounded-in-life | essay | Superintelligence, Grounded in Life | Make protecting life part of how intelligence becomes more powerful. | 2026-10-09 | null | [
"enviroai",
"environmental-superintelligence",
"recursive-self-improvement",
"incorruptible-grader"
] | CC-BY-4.0 | https://jedanderson.org/essays/superintelligence-grounded-in-life | null | null | Superintelligence names a level of capability, not a purpose, so the deciding question is: superintelligent at what? This essay proposes Life-Grounded Superintelligence—advanced intelligence that learns from living systems, is developed to help protect them, is judged by independently verified consequences in the world... | null | Jed Anderson | **We are building intelligence that gets better at building intelligence. We should also build intelligence that gets better at protecting life.**
## 1. The question no one is asking
Every major lab is racing toward systems that can improve their own code, design their own successors, and outperform people across an ... |
essays/paradigm-shift-in-ai-safety | paradigm-shift-in-ai-safety | essay | A Paradigm Shift in AI Safety | Make protecting life part of how AI improves. | 2026-10-09 | null | [
"enviroai",
"recursive-self-improvement",
"incorruptible-grader",
"environmental-superintelligence",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/paradigm-shift-in-ai-safety | null | null | A one-page strategy brief introducing RESI (recursive environmental self-improvement) as a proposed, testable contribution to AI safety: let AI improve its methods inside a loop of observing, acting within limits and independent verification against physical outcomes, while human-set purpose and limits stay outside the... | null | Jed Anderson | *A proposed strategy. Introducing RESI—Recursive Environmental Self-Improvement, a path toward Environmental Superintelligence.*
## As AI becomes more capable, how do we keep its improvement accountable to human purposes and real-world consequences?
**RESI proposes a starting point: make protecting life part of how A... |
essays/recursive-environmental-self-improvement | recursive-environmental-self-improvement | essay | Recursive Environmental Self-Improvement | Build the loop that learns to protect life. | 2026-10-07 | null | [
"enviroai",
"environmental-intelligence",
"recursive-self-improvement",
"incorruptible-grader"
] | CC-BY-4.0 | https://jedanderson.org/essays/recursive-environmental-self-improvement | null | null | AI has begun to improve the process that builds AI, so the deciding question is no longer whether intelligence will improve itself but what it will improve itself for. This essay defines recursive environmental self-improvement (RESI): an inner sense-infer-decide-act loop wrapped in an outer loop that improves the inte... | null | Jed Anderson | *A first-principles essay on the next architecture of intelligence. Companion to [The Planet Is the Benchmark](/essays/planet-is-the-benchmark).*
**AI will improve itself. The question is no longer whether intelligence can become better at building intelligence. The question is: what will it improve itself for?**
For... |
essays/planet-is-the-benchmark | planet-is-the-benchmark | essay | The Planet Is the Benchmark | Machines are beginning to build their own successors. The urgent question is not how to stop the loop. It is what the loop answers to. | 2026-10-07 | null | [
"enviroai",
"environmental-intelligence",
"recursive-self-improvement",
"incorruptible-grader",
"monitoring"
] | CC-BY-4.0 | https://jedanderson.org/essays/planet-is-the-benchmark | null | null | Answering the call to halt recursive self-improvement, this essay argues that the peril of recursion is not its speed but its referee: a loop graded by its own benchmarks learns the exam instead of the world, while the planet is an examiner that cannot be flattered. It defines recursive environmental self-improvement a... | null | Jed Anderson | *Essay, October 2026. Companion to [Recursive Environmental Self-Improvement](/essays/recursive-environmental-self-improvement).*
> **RE·SI / Recursive Environmental Self-Improvement.** The governed, continuous process by which an environmental intelligence learns from independently measured consequences of its own wo... |
essays/guard-and-gardener | guard-and-gardener | essay | The Guard and the Gardener | How AI could change our relationship with nature | 2026-10-07 | null | [
"enviroai",
"environmental-intelligence",
"regulatory-reform",
"monitoring",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/guard-and-gardener | null | null | A one-page, plain-language case that modern environmental institutions cast us as a guard keeping harm out of the garden, and that sensors, networks and AI could add the gardener's role: noticing what a living system needs, deciding, acting in time within human-set limits, and checking the outcome. The safeguards stay;... | null | Jed Anderson | *Keep the safeguards. Add sustained attention. Adapted from the longer work* The Guard and the Gardener *(September 30, 2026).*
Our modern environmental institutions have largely organized our relationship with nature around protection: controlling what people may do to it. AI could help us build a more responsive rel... |
essays/two-pictures-of-the-universe | two-pictures-of-the-universe | essay | Two Pictures of the Universe | The old framing of physics, the bit-first framing, and how the new one is built from the bottom up. | 2026-09-15 | null | [
"physics",
"information-theory",
"thermodynamics",
"holography",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/two-pictures-of-the-universe | null | null | Sets the old framing of physics (stuff in a container obeying four separate rulebooks, with k, h and G as unexplained dials and information kept outside the world) beside the bit-first framing, built in seven steps from one rule and one object: possibility is never lost, a bit is possibility located by an observer, k, ... | null | Jed Anderson | *Draft for review, September 2026. A companion to [Physics, Bit First](/essays/physics-bit-first) and [A Physical Theory of Information](/essays/physical-theory-of-information), written for readers who want to see, step by step, what changes when the bit comes first.*
Every framing of physics is a picture of what the ... |
essays/physics-bit-first | physics-bit-first | essay | Physics, Bit First | A new spine for the subject: one rule, one object, three prices, and the constants of nature as the price tags. | 2026-09-14 | null | [
"physics",
"information-theory",
"thermodynamics",
"holography",
"landauer"
] | CC-BY-4.0 | https://jedanderson.org/essays/physics-bit-first | null | null | Physics is still taught in the order it was discovered, so k, h, c and G arrive as four unrelated facts and information arrives last or not at all. This essay proposes a different spine: one rule (possibility is never lost), one object (the bit, located possibility), three prices set by k, h and G, c as the converter b... | null | Jed Anderson | *Draft for review, September 2026. Companion to [A Physical Theory of Information](/essays/physical-theory-of-information), which carries the derivations, the claim tags, the sources and the verification script behind every number here.*
Every subject has a spine: the order in which its facts are taught, which decides... |
essays/physical-theory-of-information | physical-theory-of-information | essay | A Physical Theory of Information | A bit of information costs heat to let go, time to change, and space to hold. The three constants of nature are its price tags. And at the edge of a black hole, where two of the bills must match, the matching is gravity. | 2026-09-14 | null | [
"physics",
"information-theory",
"thermodynamics",
"holography",
"landauer",
"bekenstein"
] | CC-BY-4.0 | https://jedanderson.org/essays/physical-theory-of-information | null | null | Every bit is written in something physical, and physics charges exactly three prices for it: kT ln 2 of heat to let it go (Boltzmann's constant), h/4 of action to change it (Planck's constant), and 4 ln 2 Planck areas to hold it on a horizon (Newton's constant, with ħ and c). Read this way the constants of nature are t... | null | Jed Anderson | *Draft for review, September 2026. A technical companion with every derivation, number and source accompanies this article. A companion essay, [Physics, Bit First](/essays/physics-bit-first), reorganizes the subject around the same three prices.*
In 1948 Claude Shannon showed that information is a quantity. Any messag... |
essays/gravity-is-a-receipt | gravity-is-a-receipt | essay | Gravity Is a Receipt | The universe keeps a price list. It has three items on it, and they add up to the whole of physics. | 2026-09-14 | null | [
"physics",
"information-theory",
"thermodynamics",
"holography",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/gravity-is-a-receipt | null | null | A one-page, plain-language front door to Physics, Bit First and A Physical Theory of Information: a bit costs heat to forget, time to change and room to keep, the three price tags are Boltzmann's, Planck's and Newton's constants, and requiring the heat bill and the room bill to agree at every black-hole edge is Einstei... | null | Jed Anderson | *Draft for review, September 2026. The front door to [Physics, Bit First](/essays/physics-bit-first) and [A Physical Theory of Information](/essays/physical-theory-of-information), where every claim is tagged and every number is computed.*
The universe never throws anything away. It only moves things.
That is the who... |
essays/frozen-instrument | frozen-instrument | essay | The Frozen Instrument | Environmental regulation runs on simulation models whose governing physics has a median age of 42 years, and not one of which learns from observation while it runs. This paper measures what that costs and derives, from first principles, why continuous modelling coupled to continuous sensing is the direction the field i... | 2026-09-09 | null | [
"paper",
"monitoring",
"environmental-intelligence",
"regulatory-reform",
"clean-air-act",
"information-theory",
"physics"
] | CC-BY-4.0 | https://jedanderson.org/essays/frozen-instrument | null | null | An inventory of 18 simulation models in routine use for United States permitting finds a median governing-formulation year of 1984, a median structural age of 42 years, and none that ingest observations while running. Decomposing the error of a regulatory prediction into physics, source parameters, and input freshness ... | null | Jed Anderson | *jedanderson.org corpus / working paper. September 2026.*
<aside class="stat-callout">
<p class="stat-value">1984</p>
<p>Median year the governing physics of the United States regulatory modelling stack was published — a median structural age of 42 years, and 0 of 18 models that ingest observations while running.<... |
essays/end-of-the-snapshot | end-of-the-snapshot | essay | The End of the Snapshot | Environmental protection has been steered by pictures: models run once, on chosen inputs, whose outputs became facts for a decade. Seven properties of any one-time model, computed rather than asserted, and what replaces it. | 2026-09-09 | null | [
"monitoring",
"environmental-intelligence",
"regulatory-reform",
"clean-air-act",
"information-theory",
"policy"
] | CC-BY-4.0 | https://jedanderson.org/essays/end-of-the-snapshot | null | null | Environmental permits are written from models run once, on chosen inputs, whose outputs become legal facts for five to fifteen years. Seven properties of any one-time model are derived and simulated here: averaging the inputs is not averaging the answer, a design value is one draw from an unreported sampling distributi... | null | Jed Anderson | *September 2026. Sense → infer → decide → act. Code and run logs accompany this piece.*
Almost everything we know about a regulated facility’s effect on the world comes from a model that was run once. Five years of hourly weather, a critical low flow, an assumed emission rate, a grid of receptors: one run, one number,... |
essays/environmental-safety-mode | environmental-safety-mode | essay | Environmental Safety Mode: The Proxy Stack, the Interlock, and What Physical Grounding Can and Cannot Do | The technical companion to The Daylight. Carries the formal treatment of environmental law as a reward function, the perception gap between Earth-observation models and the systems holding authority, the three independent results behind the is/ought separation, the thermodynamic feasibility argument, and the L0–L5 spec... | 2026-09-05 | null | [
"paper",
"environmental-intelligence",
"incorruptible-grader",
"information-theory",
"physics",
"regulatory-reform"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-safety-mode | null | null | The technical companion to 'The Daylight.' Establishes, with sources and uncertainty bands, the energy throughput of the sectors AI is acquiring allocation authority over; gives a formal treatment of environmental regulation as a layered proxy stack and works it against the measured reward-hacking literature; separates... | null | Jed Anderson | *Jed Anderson, Independent Researcher, Houston, Texas. ORCID [0009-0003-1807-2459](https://orcid.org/0009-0003-1807-2459). This is the technical companion to the feature essay The Daylight. The feature can be brave because this document is careful. Where the two differ in precision, this one governs.*
*All external fa... |
essays/ouch | ouch | essay | Ouch. | Why the Earth has never had a reflex, and what it takes to give it one | 2026-09-03 | null | [
"enviroai",
"environmental-intelligence",
"information-theory",
"whitehead",
"regulatory-reform",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/ouch | null | null | Environmental law is the sound a civilization makes after the burn—ouch without the flinch. This essay argues that the century-long failure to protect the living world was never a failure of caring but of loop speed, shows with control theory why a loop must close roughly eighty times faster than the harm it holds, and... | null | Jed Anderson | Put your hand on a hot stove and something remarkable happens. You flinch. Your hand is gone before you feel anything. The signal runs from your skin to your spinal cord and back to your arm in about a tenth of a second. The burn, the feeling, the word "ouch" arrives a few tenths of a second later, after the danger has... |
essays/law-of-larger-selves | law-of-larger-selves | essay | The Law of Larger Selves | Twenty-two words. Three and a half billion years of enforcement. Written down at last. | 2026-08-27 | null | [
"causal-sovereignty",
"information-theory",
"environmental-intelligence",
"enviroai",
"treatise",
"foundational"
] | CC-BY-4.0 | https://jedanderson.org/essays/law-of-larger-selves | null | null | A larger self begins when a signal can cross the distance in time to close one loop: sense, infer, decide, act … repeat. The law is stated, defined word by word, tested against 3.5 billion years of closures and refusals, and floored on the physical bound that a self can span at most signal speed times its own tempo—whi... | null | Jed Anderson | 
*T... |
essays/invention-of-elsewhere | invention-of-elsewhere | essay | The Invention of Elsewhere | How new communication substrates create larger selves—and why AI may change the scale of coordinated life | 2026-08-26 | null | [
"information-theory",
"causal-sovereignty",
"environmental-intelligence",
"enviroai",
"monitoring",
"treatise"
] | CC-BY-4.0 | https://jedanderson.org/essays/invention-of-elsewhere | null | null | Every new communication substrate—chemistry, nerves, speech, writing, networks—expands the distance across which information can change matter, and each expansion has made a larger scale of coordinated life possible. The argument here is that AI is the next such substrate, that a planet with sensors and archives but no... | null | Jed Anderson | ## A larger self begins when a signal can cross the distance.
A cell is wounded. For the wound to matter, information about it must cross a distance. Molecules must reach receptors. A signal must alter chemistry elsewhere within the cell. Repair must begin before damage spreads.
That is the first fact.
**A larger se... |
essays/who-closes-the-environmental-protection-loop | who-closes-the-environmental-protection-loop | essay | Who closes the environmental protection loop? | Four and a half billion years of a planet learning to answer | 2026-08-22 | null | [
"visual-essay",
"accessible",
"enviroai",
"environmental-intelligence",
"monitoring",
"regulatory-reform",
"information-theory"
] | CC-BY-4.0 | https://jedanderson.org/essays/who-closes-the-environmental-protection-loop | null | null | Seven eras of the environmental protection loop—sense, infer, decide, act—from a thermostat with no one to set it to a valve that shuts the second a leak opens. The operators changed six times and the four jobs never did; the only variable that ever moved was how fast the loop closes, and for four billion years a bigge... | null | Jed Anderson | Something on Earth has been running a protection loop for three and a half billion years. Between then and now, exactly one thing about the loop has changed: how fast it closes. This is that history in seven eras, and why the step being built today is the same move life has already made six times.
![Infographic: seven... |
essays/environmental-loop-through-time | environmental-loop-through-time | essay | The Environmental Loop Through Time | Who closed it, how slowly, and why | 2026-08-22 | null | [
"visual-essay",
"enviroai",
"environmental-intelligence",
"information-theory",
"monitoring",
"physics",
"regulatory-reform"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-loop-through-time | null | null | A first-principles history of the environmental protection loop—sense, infer, decide, act—across every era from the Hadean to the machine era, showing which of the three physical limits (delay, noise, bandwidth) bound it at each stage. The record's rule is that bigger meant slower for four billion years; the argument i... | null | Jed Anderson | Protecting anything—a cell, a child, a river, a planet—means running one loop. Something notices that the world changed (*sense*), works out what is happening and where it is heading (*infer*), chooses what to do about it against a goal (*decide*), and changes matter (*act*). The act changes the world, the world is sen... |
essays/why-build-environmental-superintelligence | why-build-environmental-superintelligence | essay | Why Build Environmental Superintelligence? | The Most Compelling Reasons: A First-Principles, Evidence-Verified Analysis | 2026-08-20 | null | [
"environmental-superintelligence",
"monitoring",
"regulatory-reform",
"information-theory",
"ai",
"treatise"
] | CC-BY-4.0 | https://jedanderson.org/essays/why-build-environmental-superintelligence | null | null | Derives, from first principles and the measured 2026 record, seven reasons to build environmental superintelligence, ranked across three tiers and each stated alongside what it does not prove. The core finding is an asymmetry of clocks—civilization changes nature at machine speed and answers at paper speed—and the obse... | Environmental Superintelligence Project, prepared 18 August 2026 | Environmental Superintelligence Project | ## The Question and the Answer in Brief
Why should humanity build Environmental Superintelligence (ESI), a planetary-scale AI system that protects nature in real time? This analysis derives its answer from first principles and current evidence rather than from any prior position. Candidate reasons were generated broad... |
essays/nature-aligned-ai | nature-aligned-ai | essay | Nature-Aligned AI | Architecting Environmental Superintelligence: The Biophysical Foundation for Artificial General Intelligence Alignment | 2026-08-04 | null | [
"environmental-superintelligence",
"information-theory",
"thermodynamics",
"causal-sovereignty",
"incorruptible-grader",
"boundary-dominance",
"paper"
] | CC-BY-4.0 | https://jedanderson.org/essays/nature-aligned-ai | null | null | Argues that the environmental risk of artificial intelligence has been misidentified: data center electricity and water are a linear, bounded thermodynamic cost, while the unbounded risk is deploying capable optimizers into the physical economy with no grounding in biophysical law. Proposes replacing preference-based a... | null | Jed Anderson | **Background:** The contemporary discourse surrounding artificial intelligence and environmental sustainability suffers from a profound and structural misdirection. Public, regulatory, and academic scrutiny is overwhelmingly directed toward the physical footprint of data centers—specifically, their escalating electrici... |
essays/environmental-intelligence | environmental-intelligence | essay | Environmental Intelligence | The base of the ladder | 2026-07-24 | null | [
"environmental-intelligence",
"enviroai",
"monitoring",
"information-theory",
"ai"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-intelligence | null | null | A definitional anchor for environmental intelligence: the capacity to convert the state of the physical environment into understanding precise enough, and timely enough, to act on. Distinguishes intelligence from data collection, and places the term at the base of the conceptual ladder that runs through environmental a... | null | Jed Anderson | **Environmental intelligence** is the capacity to convert the state of the physical environment into understanding precise enough, and timely enough, to act on. It is not a technology; it is a regime. Wherever sensing, modeling, prediction, and decision are joined into a single loop—so that knowledge of an air shed, a ... |
essays/environmental-artificial-intelligence | environmental-artificial-intelligence | essay | Environmental Artificial Intelligence | The implementation layer | 2026-07-24 | null | [
"environmental-intelligence",
"enviroai",
"ai",
"monitoring",
"environmental-superintelligence"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-artificial-intelligence | null | null | A definitional anchor for environmental artificial intelligence: AI systems built specifically for environmental work, whose models, corpora, and success criteria answer to the state of physical environmental systems. Distinguishes environmental AI from generic AI that merely touches environmental data, and traces its ... | null | Jed Anderson | **Environmental artificial intelligence** is artificial intelligence built specifically for environmental work: systems whose models, training corpora, and success criteria are oriented to the state of physical environmental systems—air, water, soil, ecosystems—and to the scientific and regulatory record that describes... |
essays/automation-of-why | automation-of-why | essay | The Automation of Why | On questioning, entropy, and the birth of machine curiosity | 2026-07-24 | null | [
"enviroai",
"environmental-intelligence",
"information-theory",
"thermodynamics",
"causal-sovereignty",
"landauer",
"deutsch"
] | CC-BY-4.0 | https://jedanderson.org/essays/automation-of-why | null | null | A first-principles case that the scarce resource in the information age is no longer the capacity to answer but the curiosity to ask—and that a question, measured in bits and joules, is the cheapest high-leverage act in physics. Argues for automating 'why' through Seeker, an environmental curiosity engine that generate... | null | Jed Anderson | *Every human being begins life as a scientist, asking why without limit, until the world teaches us to stop. What if the asking itself could be automated? An argument, from physics and information theory, for the most consequential faculty a machine has ever been given.*
> "The important thing is not to stop questioni... |
essays/small-and-everywhere | small-and-everywhere | essay | Small and Everywhere | How nature makes a truth cheap to know and impossible to fake—and why that is the whole blueprint for protecting the living world. | 2026-07-20 | null | [
"physics",
"information-theory",
"boundary-dominance",
"incorruptible-grader",
"compression"
] | CC-BY-4.0 | https://jedanderson.org/essays/small-and-everywhere | null | null | Compression and redundancy look like opposite instructions—shrink the message, or copy it—but they act on different things: compression finds the smallest true description, redundancy writes that description in many independent places. Nature uses both to make a fact knowable and incorruptible at once, which gives a co... | null | Jed Anderson | Look at the nearest solid thing. A chair, a cup, your own hand. You know it is there. You are certain of it. Ask yourself why.
There are two answers, and both of them matter.
The first: light has been pouring off that thing and into your eyes—not a little light, a flood of it, photon after photon, each one carrying t... |
essays/planetary-dead-time | planetary-dead-time | essay | Planetary Dead Time: Overcoming the Hundred-Billion-Fold Control Gap in Environmental Stewardship | 2026-07-20 | null | [
"enviroai",
"physics",
"information-theory",
"monitoring",
"landauer",
"clean-air-act",
"accessible"
] | CC-BY-4.0 | https://jedanderson.org/essays/planetary-dead-time | null | null | Every instance of environmental degradation runs a physical control loop—sense, transmit, understand, decide, act—historically hard-capped by the 39-bit-per-second limit of human language and the institutional friction it breeds, a structural delay named here Planetary Dead Time. The convergence of ubiquitous IoT sensi... | null | Jed Anderson | *Jed Anderson, EnviroAI, July 20, 2026.*
**Abstract.** For a century, the failure to protect the biosphere has been diagnosed as a deficit of political will, economic foresight, or human empathy. The present analysis proposes a fundamentally different mechanism: a profound failure of speed. Every instance of environme... | |
essays/environmental-latency | environmental-latency | essay | Environmental Latency: Closing the Hundred-Billion-Fold Control Gap Between Ecological Disturbance and Human Response | A Perspective on the physical variable that governs whether the biosphere can be protected at all. | 2026-07-20 | null | [
"enviroai",
"physics",
"information-theory",
"monitoring",
"landauer",
"paper"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-latency | null | null | Environmental latency—the summed delay across sense, transmit, understand, decide, and act—is the single physical variable that decides whether a feedback loop can regulate the biosphere at all. Unbounded for four billion years and measured in decades under twentieth-century regulation, it is now collapsing toward the ... | null | Jed Anderson | *Perspective, prepared for peer review. EnviroAI, July 2026.*
**The central finding.** Environmental response latency, unbounded for four billion years and measured in decades under twentieth-century regulation, is collapsing toward the seconds-scale floor set by transmission and actuation physics as foundation-model ... |
books/bits-protect-its-childrens-book | bits-protect-its-childrens-book | book | Bits Protect Its: A Children's Book | How the smallest piece of information can protect the largest things in the world | 2026-06-27 | null | [
"causal-sovereignty",
"childrens-book",
"accessible",
"information-theory",
"landauer",
"narrative",
"enviroai"
] | CC-BY-4.0 | https://jedanderson.org/books/bits-protect-its-childrens-book | null | null | A picture book carrying the corpus's central thesis—Bits Protect Its—down to first principles a child can follow. It traces the hundred-year chain of discovery from Maxwell's demon through Shannon, Landauer, Bennett, and Wheeler to a single claim: knowing is cheaper than forcing, by law. And it introduces Jed's Angel, ... | null | Jed Anderson | ## About this edition
A picture-book retelling of the corpus thesis [Bits Protect Its](/essays/bits-protect-its), written for children of every age. The verse is mine; the illustrations were generated with AI image tools. Both are offered together as a single artifact.
Nothing in the story is metaphor. The closing "A... |
essays/nature-computes | nature-computes | essay | Nature Computes | Ten ten-second exercises in seeing the world process information | 2026-06-25 | null | [
"visual-essay",
"accessible",
"enviroai",
"information-theory",
"physics",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/nature-computes | null | null | 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—informatio... | null | Jed Anderson | Nature computes. We compute. Compute together. The point of these ten exercises is to make that visible fast—not "nature is beautiful," but "nature is processing information."
Each one is built to take under ten seconds and create a single immediate perception shift. Hold up your thumb and you are holding 800 megabyte... |
essays/reward-hacking-disembedding | reward-hacking-disembedding | essay | Reward Hacking as a Disembedding Problem | What biological selection implies for the design of grounded objectives in advanced AI | 2026-06-19 | null | [
"enviroai",
"information-theory",
"causal-sovereignty",
"physics"
] | CC-BY-4.0 | https://jedanderson.org/essays/reward-hacking-disembedding | null | null | 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... | null | Jed Anderson | This page accompanies the preprint *Reward Hacking as a Disembedding Problem*. The full paper is available as a PDF below.
Reward hacking has persisted across every generation of reinforcement-trained models and is intensifying in frontier systems that reason about their own evaluation and act to defeat it. This paper... |
essays/jeds-angel | jeds-angel | essay | Jed's Angel | A successor to Maxwell's Demon, and a falsifiable conjecture about the cost of saving the Earth | 2026-06-19 | null | [
"physics",
"information-theory",
"enviroai",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/jeds-angel | null | null | 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 2... | null | Jed Anderson | In 1867 James Clerk Maxwell imagined a creature small enough to see individual molecules. It sat at a tiny door between two halves of a box of gas. When a fast molecule approached from the right, it opened the door and let it through to the left; when a slow one approached from the left, it let it through to the right.... |
essays/incorruptible-grader | incorruptible-grader | essay | Reality as the Only Incorruptible Grader | Every objective you can write down gets gamed. This is about the one you can't. | 2026-06-19 | null | [
"enviroai",
"information-theory",
"causal-sovereignty",
"physics"
] | CC-BY-4.0 | https://jedanderson.org/essays/incorruptible-grader | null | null | 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 whos... | null | Jed Anderson | You cannot write down what you want. Whatever objective you can specify is a proxy, and a capable optimizer finds the cheapest path to maximizing the proxy—which is almost never the thing you meant. The field has named this failure from every angle: Goodhart's law, specification gaming, reward hacking, wireheading, rew... |
essays/latency-of-care | latency-of-care | essay | The Latency of Care | For four billion years the time between harm and help was infinite. This is the generation that closes the loop. | 2026-06-18 | null | [
"enviroai",
"physics",
"information-theory",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/latency-of-care | null | null | 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 i... | null | Jed Anderson | A forest can burn for a week before anyone able to stop it learns the name of the valley. A river can carry a poison past a hundred towns before the first sample reaches a lab. A species can slip from rare to gone in the years it takes one agency to settle on the meaning of the word *endangered*. None of this was a fai... |
essays/environmental-superintelligence | environmental-superintelligence | essay | Environmental Superintelligence | A canonical definition | 2026-06-17 | null | [
"environmental-superintelligence",
"enviroai",
"foundational",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/environmental-superintelligence | null | null | The canonical definition of environmental superintelligence: a continuous, physics-grounded information infrastructure that protects the biosphere by modeling, predicting, and stabilizing Earth's physical systems—human-wielded and protective, resting on the principle that information is thermodynamically cheaper than f... | null | Jed Anderson | **Environmental superintelligence (ESI)** is a continuous, physics-grounded information infrastructure that protects the biosphere by sensing, modeling, predicting, and stabilizing Earth's physical systems in real time. It rests on a single principle from physics: information is cheaper than force. Knowing where and wh... |
essays/compute-we-owe-the-earth | compute-we-owe-the-earth | essay | The Compute We Owe the Earth | Why the case against data centers is thermodynamically backwards, and why building more of them, faster, is the most pro-life act available to this species | 2026-06-14 | null | [
"enviroai",
"environmental-superintelligence",
"causal-sovereignty",
"cosmic-ledger",
"information-theory",
"physics"
] | CC-BY-4.0 | https://jedanderson.org/essays/compute-we-owe-the-earth | null | null | 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 g... | null | Jed Anderson | *Magnifica Vita, Volume IV. An essay on environmental superintelligence.*
> Earth was never going to make it. The data centers are part of why it might.
## I. The Wrong Fight
*Thermodynamically Backwards*
What if everything the environmental movement believes about data centers is not merely wrong—but exactly, ther... |
essays/why-von-neumann-was-right | why-von-neumann-was-right | essay | Why von Neumann Was Right | Shannon Entropy, Boltzmann Entropy, and the One Formula Underneath Both | 2026-06-07 | 2026-07-26 | [
"information-theory",
"thermodynamics",
"physics",
"artificial-energy",
"landauer",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/why-von-neumann-was-right | null | null | 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. This essay traces that identity through Jaynes, Maxwell's Demon, and the Landauer lim... | null | Jed Anderson | *John von Neumann's instruction to Claude Shannon in 1948—to call his information measure entropy—was not a naming convenience. It was a statement of mathematical identity. Boltzmann's thermodynamic entropy and Shannon's information entropy are the same function, counting the same object: the logarithm of the distingui... |
essays/vita-omnia-childrens-book | vita-omnia-childrens-book | essay | Vita Omnia: A Children's Book | On Life, Intelligence, and the Vocation of All That Exists | 2026-06-07 | null | [
"visual-essay",
"childrens-book",
"faith",
"enviroai",
"accessible",
"narrative"
] | CC-BY-4.0 | https://jedanderson.org/essays/vita-omnia-childrens-book | null | null | An illustrated children's adaptation of the Vita Omnia letter. Across five spreads it tells young readers the three claims of the original: that for four billion years life was blind to what could destroy it and we are the first who can see; that you are not your atoms but the pattern they carry; and that the blessing ... | null | Jed Anderson | *An illustrated children's adaptation of [Vita Omnia: On Life, Intelligence, and the Vocation of All That Exists](/essays/vita-omnia), part of the Magnifica Vita series.*
For four billion years, life grew and filled every corner of Earth—oceans, skies, jungles, deserts, even deep rock—but it was always blind to the bi... |
essays/energy-that-doesnt-burn | energy-that-doesnt-burn | essay | The Energy That Doesn't Burn | A story about the biggest idea in the universe | 2026-06-07 | null | [
"visual-essay",
"childrens-book",
"artificial-energy",
"enviroai",
"accessible",
"narrative"
] | CC-BY-4.0 | https://jedanderson.org/essays/energy-that-doesnt-burn | null | null | An illustrated children's adaptation of Artificial Energy. For two hundred years humans powered the world with one trick—burning—while the leaf has harvested energy from free-energy gradients, without burning anything, for 3.5 billion years. Twelve pages walk young readers up the energy ladder to Artificial Energy: mac... | null | Jed Anderson | *An illustrated children's adaptation of [Artificial Energy: The Next Civilizational Technology Layer](/essays/artificial-energy).*
For two hundred years, humans powered almost everything with a single amazing trick: burning. Wood, then coal, then oil and gas. It built cities, ran trains, and lifted rockets—but the fu... |
essays/vita-omnia | vita-omnia | essay | Vita Omnia | On Life, Intelligence, and the Vocation of All That Exists | 2026-06-05 | null | [
"enviroai",
"environmental-superintelligence",
"causal-sovereignty",
"faith",
"cosmic-ledger",
"information-theory"
] | CC-BY-4.0 | https://jedanderson.org/essays/vita-omnia | null | null | An open letter in the Magnifica Vita series making three claims: that humanity is life's first defender and must wield the full power of intelligence, including AI, in that defense; that what is most essential in the human person is substrate-independent pattern rather than chemistry, so the imago Dei is illuminated ra... | null | Jed Anderson | *Part of the Magnifica Vita series. Written in dialogue with Pope Leo XIV's Magnifica Humanitas (May 2026), and in the spirit of [Magnifica Vita](/essays/magnifica-vita) and [Homo Spiritus](/essays/homo-spiritus-human-3-0).*
> We are the part of nature that finally grew old enough to defend the rest.
> We are the part... |
essays/spiritual-ai-future | spiritual-ai-future | essay | The Spiritual AI Future | 2026-06-05 | null | [
"faith",
"ai",
"information-theory",
"visual-essay"
] | CC-BY-4.0 | https://jedanderson.org/essays/spiritual-ai-future | null | null | A short deck making the case that AI is the first technology to move internal—interwoven with the user rather than wielded as an external tool—and that this forces religious and spiritual interests to 'go internal' too, lest spiritual formation be crowded out of the space where people will increasingly spend their days... | null | Jed Anderson | A compact early statement of the thesis later expanded in the full [Church Presentation on Spirituality and AI](/essays/church-presentation-spirituality-and-ai/). Its hunch is stated plainly: we are primarily spiritual beings, and the arrival of AI—far from threatening that—may be the catalyst that helps us learn who w... | |
essays/human-body-information-spiritual-formation | human-body-information-spiritual-formation | essay | The Human Body, Information, and Spiritual Formation in an Increasingly Technology-Oriented Future | 2026-06-05 | null | [
"faith",
"information-theory",
"physics",
"visual-essay"
] | CC-BY-4.0 | https://jedanderson.org/essays/human-body-information-spiritual-formation | null | null | 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. | null | Jed Anderson | A deck that runs a single physical fact to its spiritual conclusion. The fact: your body makes 330 billion new cells a day, replaces roughly 1% of its cells daily and 98% of its atoms each year, so that within a decade most of the matter you are made of has been swapped out entirely. The matter changed; you did not. Wh... | |
essays/homo-spiritus-human-3-0 | homo-spiritus-human-3-0 | essay | Homo Spiritus — Human 3.0 | What is irreducibly, uniquely you? | 2026-06-05 | null | [
"faith",
"information-theory",
"personal",
"visual-essay"
] | CC-BY-4.0 | https://jedanderson.org/essays/homo-spiritus-human-3-0 | null | null | A nine-slide visual carousel on the question machines keep sharpening: if your brawn and your brain can both be replaced, what is irreducibly, uniquely you? Traces the arc from Homo sapiens through Homo technologicus to Homo spiritus, and lands on the claim that you are not matter but information that makes matter. | null | Jed Anderson | Machines are replacing your brawn. They are replacing your brain. Each layer stripped away sharpens the only question that has ever mattered: what is irreducibly, uniquely *you*?
This visual carousel runs the same physics that anchors *[Magnifica Vita](/essays/magnifica-vita)* through a personal, first-person lens. Ni... |
essays/church-presentation-spirituality-and-ai | church-presentation-spirituality-and-ai | essay | Church Presentation on Spirituality and AI | 2026-06-05 | null | [
"faith",
"ai",
"information-theory",
"visual-essay"
] | CC-BY-4.0 | https://jedanderson.org/essays/church-presentation-spirituality-and-ai | null | null | A presentation arguing that AI is the first technology to reach inside the head rather than sit outside it as a tool, making it the greatest spiritual opportunity—and risk—of the age. Proposes 'AI Shepherd': a personalized layer that asserts a user's religious, moral, and ethical values into the AI agents that increasi... | null | Jed Anderson | This is the full church presentation on spirituality and AI, delivered to a congregation as a single long-form talk. Its starting question is the oldest one—what is at the core of who we are as beings, physical, mental, or spiritual?—pressed through the lens of a technology that, for the first time, is heading not for ... | |
essays/are-we-primarily-spiritual-beings | are-we-primarily-spiritual-beings | essay | Are We Primarily Spiritual Beings? | 2026-06-05 | null | [
"faith",
"ai",
"information-theory",
"visual-essay"
] | CC-BY-4.0 | https://jedanderson.org/essays/are-we-primarily-spiritual-beings | null | null | A short deck asking whether humanity is headed into the greatest period of spiritual growth in its history. As machines surpass us in brawn and then brains, it argues, the only candidate left for what makes us uniquely human is spiritual connectivity—a core worth protecting and expanding as AI moves into the inner life... | null | Jed Anderson | A tightly focused deck built around a single existential question. It opens by placing us inside a long arc of human evolution—Human 0.0 (chemicals), 1.0 (biological substrate), 2.0 (technological substrate), and a possible 3.0 (a spiritual substrate)—and asks where that arc is heading now that, in E.O. Wilson's words,... | |
essays/magnifica-vita | magnifica-vita | essay | Magnifica Vita: Humanitas & Natura | An open letter on safeguarding all life and helping it to grow, expand, and thrive on Earth and, in time, throughout the cosmos in this age of artificial intelligence | 2026-05-31 | null | [
"enviroai",
"environmental-superintelligence",
"causal-sovereignty",
"faith",
"cosmic-ledger",
"information-theory"
] | CC-BY-4.0 | https://jedanderson.org/essays/magnifica-vita | null | null | An open letter in dialogue with Pope Leo XIV's Magnifica Humanitas, arguing that humanity is the biosphere's first defender, that environmental superintelligence is the cognitive layer the planet never had, and that aligning AI with nature is the same act as defending life on Earth. | null | Jed Anderson | *Given at Houston, Texas, May 31, 2026.*
## Introduction
### The grandeur of life
1. Life is the most extraordinary thing this universe has produced. After 13.8 billion years of stars and rocks and silence, on at least one small planet circling an unremarkable star, matter learned to remember itself, to repair itsel... |
essays/artificial-energy | artificial-energy | essay | Artificial Energy | The Next Civilizational Technology Layer | 2026-05-28 | null | [
"physics",
"thermodynamics",
"information-theory",
"landauer",
"causal-sovereignty",
"artificial-energy"
] | CC-BY-4.0 | https://jedanderson.org/essays/artificial-energy | null | null | 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 b... | null | Jed Anderson | > "The living organism feeds upon negative entropy."
>
> —Erwin Schrödinger, *What is Life?* (1944)
> "It from bit."
>
> —John Archibald Wheeler (1990)
## Executive Summary
*The argument in two pages.*
The essay is not about traditional energy production. It is not about coal, oil, gas, nuclear fission, or familiar... |
essays/the-arc | the-arc | essay | The Arc | Twenty-seven years toward environmental superintelligence | 2026-05-24 | null | [
"foundational",
"enviroai",
"personal",
"narrative",
"environmental-superintelligence",
"clean-air-act"
] | CC-BY-4.0 | https://jedanderson.org/essays/the-arc | null | null | A twenty-seven-year path through environmental law to the realization that environmental protection is not a legal problem but an information problem—and the work of building the successor framework. | null | Jed Anderson | I've spent twenty-seven years trying to protect the environment.
The answer wasn't law. It wasn't policy. It was something profoundly simpler.
## 1998 — Discovery of the problem
I was a young environmental attorney at Baker Botts in Houston. The more I learned about how we actually protect the environment, the more ... |
essays/bond-bit-ratio | bond-bit-ratio | essay | The Bond-Bit Ratio | A derivation of why information is at least 240× cheaper than force | 2026-05-23 | 2026-05-24 | [
"foundational",
"physics",
"information-theory",
"landauer",
"bond-bit-asymmetry",
"enviroai",
"causal-sovereignty"
] | CC-BY-4.0 | https://jedanderson.org/essays/bond-bit-ratio | 10.5281/zenodo.20723029 | https://ssrn.com/abstract=6958708 | 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. | null | Jed Anderson | *Version 1.1—May 24, 2026 (originally published May 23, 2026). Permanent URL. Revisions logged in the "Revision history" section at the bottom of this page; the URL and slug never change.*
> **Plain-language summary.** Erasing one bit of information costs at least 240 times less energy than breaking one chemical bond.... |
books/listening | listening | book | Listening | A true story for children of every age | 2026-05-23 | null | [
"causal-sovereignty",
"enviroai",
"monitoring",
"cosmic-ledger",
"visual"
] | CC-BY-4.0 | https://jedanderson.org/books/listening | null | null | A children's picture book adapting 'Bits Protect Its.' Book Two in the series that began with 'We Are Why It Might.' Walks young readers through the gap between how fast nature speaks and how slowly human law and attention have answered—then through the satellites, sensors, and learning machines that are finally closin... | null | Jed Anderson | ## About this edition
The verse is mine. The illustrations were generated with AI image tools. Both are offered together as a single artifact — a children's adaptation of the essay [Bits Protect Its](/essays/bits-protect-its/).
This is Book Two in a children's series that began with [We Are Why It Might](/books/we-ar... |
essays/bits-protect-its | bits-protect-its | essay | Bits Protect Its | Why environmental superintelligence is a physical necessity | 2026-05-22 | null | [
"cornerstone",
"causal-sovereignty",
"enviroai",
"information-theory",
"thermodynamics",
"deutsch",
"treatise"
] | CC-BY-4.0 | https://jedanderson.org/essays/bits-protect-its | 10.5281/zenodo.20724187 | null | The full treatise behind the site's thesis. Walks the planetary regulatory loop (two-to-three-decade NAAQS implementation), the thermodynamics of information (Landauer's bound, the bond-bit asymmetry), the convergence of AI capability and geophysical urgency, and the inversion that follows: environmental law has always... | null | Jed Anderson | For twenty-seven years I have practiced inside the environmental regulatory system, and what I want to tell you, after a career of watching dedicated people work as fast as human cognition allows against systems that move at the speed of physics, is that something has changed—quietly, in the last few years, the technol... |
essays/wrong-question | wrong-question | essay | The Wrong Question | Rethinking nature, humans, and the work that comes next | 2026-05-21 | null | [
"enviroai",
"cosmic-ledger",
"causal-sovereignty",
"thermodynamics",
"information-theory",
"regulatory-reform"
] | CC-BY-4.0 | https://jedanderson.org/essays/wrong-question | null | null | An essay in six questions the inherited environmental frame cannot hold. The 1970s legal architecture, the asteroid, the Pleistocene baseline, the parallel biospheric inventory, the constructive turn, and the frame itself—each surfaces the same underlying claim: life is a structure that builds knowledge against entropy... | null | Jed Anderson | ## Prologue — The frame we inherited
For most of my adult life, the conversation about Earth has run on a single assumption. Humans are the problem. Nature needs protecting from us. The work of an environmentally serious person is to reduce, restrain, and restore.
That frame did real work. It built the modern environ... |
essays/ai-is-now-writing-more-of-reality | ai-is-now-writing-more-of-reality | essay | AI Is Now Writing More of Reality Than We Are | Why this is literally true, and what to do about it | 2026-05-21 | null | [
"physics",
"information-theory",
"thermodynamics",
"holography",
"causal-sovereignty",
"ai",
"treatise"
] | CC-BY-4.0 | https://jedanderson.org/essays/ai-is-now-writing-more-of-reality | null | null | 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 number... | null | Jed Anderson | This paper makes one claim. The claim is plainly stated, then defended, in everything that follows.
> AI-mediated systems are now inscribing bits of reality, per second, at a rate at least comparable to—and likely greater than—all conscious human attention on Earth combined.
If that sentence sounds metaphorical, this... |
essays/one-white-hole | one-white-hole | essay | The One White Hole | Every Measurement, Every Bit, Every Beginning | 2026-05-18 | null | [
"physics",
"information-theory",
"holography",
"wheeler",
"treatise",
"paper"
] | CC-BY-4.0 | https://jedanderson.org/essays/one-white-hole | null | null | 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 Hypothesi... | null | Jed Anderson | > Every measurement is a white hole. There is one white hole, and we are inside its emission.
## The Claim
Every time anything in the universe is measured—every photon caught by a detector, every quantum that becomes a fact, every bit of classical information that enters any record anywhere—a piece of the world emerg... |
posts/you-you-are-nature-s-first-defender | you-you-are-nature-s-first-defender | post | You. You are nature's first defender | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/you-you-are-nature-s-first-defender | null | null | You. You are nature's first defender. My proof is in the essay below. Humans are the first species in 4 billion years of evolution capable of protecting all the rest. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | You. You are nature's first defender. My proof is in the essay below.
Humans are the first species in 4 billion years of evolution capable of protecting all the rest.
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/you-can-t-negotiate-with-entropy-but-you-can-out-compute-it | you-can-t-negotiate-with-entropy-but-you-can-out-compute-it | post | ?You can’t negotiate with entropy, but you can out-compute it | 2026-05-13 | null | [
"thermodynamics",
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/you-can-t-negotiate-with-entropy-but-you-can-out-compute-it | null | null | ?You can’t negotiate with entropy, but you can out-compute it. Every Joule of waste we capture is just a negentropic victory scored in binary.? - Jed Anderson, CEO, EnviroAI "ENVIRONMENTAL" ENTROPY . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | ?You can’t negotiate with entropy, but you can out-compute it. Every Joule of waste we capture is just a negentropic victory scored in binary.? - Jed Anderson, CEO, EnviroAI
"ENVIRONMENTAL" ENTROPY . . . what does entropy have to do with protecting the environment? EVERYTHING!!!!!!!!!!!!!!!!!!
ARE YOU CURIOUS??????... | |
posts/why-sustainability-is-unsustainable | why-sustainability-is-unsustainable | post | Why Sustainability is UNSUSTAINABLE | 2026-05-13 | null | [
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/why-sustainability-is-unsustainable | null | null | Why Sustainability is UNSUSTAINABLE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! (And Physics Agrees With Me)!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!. . . Read proofs in the paper below!!!!!!!!!!!!!!!!!! | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Why Sustainability is UNSUSTAINABLE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! (And Physics Agrees With Me)!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!. . . Read proofs in the paper below!!!!!!!!!!!!!!!!!! Time for a new environmental movement that aligns with the laws of physics. Time for an environmental movement focused ... | |
posts/when-we-finally-see-that-trees-humans-and-machines-all | when-we-finally-see-that-trees-humans-and-machines-all | post | When we finally see that trees, humans, and machines all | 2026-05-13 | null | [
"thermodynamics",
"enviroai",
"ai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/when-we-finally-see-that-trees-humans-and-machines-all | null | null | "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… | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "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 technology’not to exploit nature, but to guard it. An environmental angel of information... | |
posts/we-would-be-grateful-to-those-willing-to-join-and | we-would-be-grateful-to-those-willing-to-join-and | post | We would be grateful to those willing to join and | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-would-be-grateful-to-those-willing-to-join-and | null | null | We would be grateful to those willing to join and pass along our social media links. Our mission as a company is to build a system that protects the environment for future generations. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | We would be grateful to those willing to join and pass along our social media links. Our mission as a company is to build a system that protects the environment for future generations.
https://lnkd.in/ge3QUunt
https://lnkd.in/gbWXJtRE
https://lnkd.in/gBtq-x8t
https://lnkd.in/gyvY28vC
---
*Originally posted on Linke... | |
posts/we-stand-at-a-crossroads | we-stand-at-a-crossroads | post | We stand at a crossroads | 2026-05-13 | null | [
"thermodynamics",
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-stand-at-a-crossroads | null | null | "We stand at a crossroads. We can continue managing the planet with outdated tools and fragmented data, constantly battling the symptoms of environmental entropy. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "We stand at a crossroads. We can continue managing the planet with outdated tools and fragmented data, constantly battling the symptoms of environmental entropy. Or, we can embrace the power of information to create coherence, drive intelligent action, and fundamentally change our goal from minimizing harm to maximizi... | |
posts/we-are-paying-a-100-million-tax-on-ignorance | we-are-paying-a-100-million-tax-on-ignorance | post | We are paying a $100 Million Tax on Ignorance | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-are-paying-a-100-million-tax-on-ignorance | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
We have operated on a brute-force error: trying to control "Its" (the environment) with "Its" (Steel, Concrete, and Energy).
We spen... | |
posts/we-are-nature-learning-to-defend-itself-2026-05 | we-are-nature-learning-to-defend-itself-2026-05 | post | We are nature learning to defend itself | 2026-05-13 | null | [
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-are-nature-learning-to-defend-itself-2026-05 | null | null | "We are nature learning to defend itself."?-Jed Anderson, Creator & CEO, EnviroAI Paper in comments. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "We are nature learning to defend itself."?-Jed Anderson, Creator & CEO, EnviroAI
Paper in comments. | |
posts/we-are-nature-learning-to-defend-itself | we-are-nature-learning-to-defend-itself | post | We are nature learning to defend itself | 2026-05-13 | null | [
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-are-nature-learning-to-defend-itself | null | null | "We are nature learning to defend itself."?-Jed Anderson, Creator & CEO, EnviroAI--Paper in comments--#Nature #MassExtinctions #EnvironmentalProtection #Humanity #AI | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "We are nature learning to defend itself."?-Jed Anderson, Creator & CEO, EnviroAI--Paper in comments--#Nature #MassExtinctions #EnvironmentalProtection #Humanity #AI | |
posts/we-are-fighting-entropy-with-the-wrong-tools-10-20-times | we-are-fighting-entropy-with-the-wrong-tools-10-20-times | post | WE ARE FIGHTING ENTROPY WITH THE WRONG TOOLS (10^20 TIMES | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"physics",
"policy",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/we-are-fighting-entropy-with-the-wrong-tools-10-20-times | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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. It is not technological optimism. It is the inevitable consequence of two physical laws c... | |
posts/want-to-better-protect-nature | want-to-better-protect-nature | post | Want to better protect nature | 2026-05-13 | null | [
"enviroai",
"ai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/want-to-better-protect-nature | null | null | Want to better protect nature? "Think" more like her. Design systems to think more like she "thinks" (i.e. processes information) . . . (e.g. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Want to better protect nature?
"Think" more like her.
Design systems to think more like she "thinks" (i.e. processes information)
. . . (e.g. Richard Feynman, "Nature isn't classical, dammit, and if you want to make a simulation of nature, you'd better make it quantum mechanical, and by golly it's a wonderful pr... | |
posts/uniting-industry-and-environmental-justice-a-revolutionary-a | uniting-industry-and-environmental-justice-a-revolutionary-a | post | Uniting Industry and Environmental Justice: A Revolutionary Approach to Emissions | 2026-05-13 | null | [
"ai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/uniting-industry-and-environmental-justice-a-revolutionary-a | null | null | "Uniting Industry and Environmental Justice: A Revolutionary Approach to Emissions Control" . . . by Jim Blackburn and Jed Anderson . . . a new day . . . a new Trump administration seeking efficiency and change . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "Uniting Industry and Environmental Justice: A Revolutionary Approach to Emissions Control" . . . by Jim Blackburn and Jed Anderson
. . . a new day
. . . a new Trump administration seeking efficiency and change
. . . a game-changing AI solution to target carbon and toxic emissions together
. . . from conflict to collab... | |
posts/tuesday-night-i-had-the-privilege-of-presenting-enviroai-s-v | tuesday-night-i-had-the-privilege-of-presenting-enviroai-s-v | post | Tuesday night I had the privilege of presenting EnviroAI's vision | 2026-05-13 | null | [
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/tuesday-night-i-had-the-privilege-of-presenting-enviroai-s-v | null | null | Tuesday night I had the privilege of presenting EnviroAI's vision for the future of environmental permitting at Rice University's SSPEED Center--and it was an incredible evening. A huge thank you to Jim Blackburn for hosting us. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Tuesday night I had the privilege of presenting EnviroAI's vision for the future of environmental permitting at Rice University's SSPEED Center--and it was an incredible evening.
A huge thank you to Jim Blackburn for hosting us. Jim has spent his career on the front lines of environmental law and nature-based engineer... | |
posts/this-is-the-most-powerful-and-transformative-document-i-ve-e | this-is-the-most-powerful-and-transformative-document-i-ve-e | post | This is the most powerful and transformative document I've ever | 2026-05-13 | null | [
"ai",
"faith",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/this-is-the-most-powerful-and-transformative-document-i-ve-e | null | null | This is the most powerful and transformative document I've ever written. What can we learn from Black Holes about protecting the environment? EVERYTHING. I'll attribute the magnitude of the thoughts and ideas in this paper 98.999% to God. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | This is the most powerful and transformative document I've ever written. What can we learn from Black Holes about protecting the environment? EVERYTHING.
I'll attribute the magnitude of the thoughts and ideas in this paper 98.999% to God. 1% to A.I. And 0.001% to Jed . . . though I've probably exaggerated my contrib... | |
posts/there-has-always-been-only-one-substance | there-has-always-been-only-one-substance | post | There has always been only one substance | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"causal-sovereignty",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/there-has-always-been-only-one-substance | null | null | There has always been only one substance. It has spent 13.8 billion years learning what to do with itself. That substance is information. And progress . . . every step from the first chemical bond to the latest scientific revolution . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | There has always been only one substance. It has spent 13.8 billion years learning what to do with itself. That substance is information. And progress . . . every step from the first chemical bond to the latest scientific revolution . . . is the process by which information accumulates causal sovereignty over matter a... | |
posts/the-universe-is-not-trying-to-burn-energy | the-universe-is-not-trying-to-burn-energy | post | THE UNIVERSE IS NOT TRYING TO BURN ENERGY | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"enviroai",
"ai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-universe-is-not-trying-to-burn-energy | null | null | 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). | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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). By that metric, a forest fire is more "evolved" than a human brain, and a hot, power-hungry GPU is more "complex" than a n... | |
posts/the-secret-to-genius-in-environmental-solutions | the-secret-to-genius-in-environmental-solutions | post | The Secret to Genius in Environmental Solutions | 2026-05-13 | null | [
"simplicity",
"legal-reform",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-secret-to-genius-in-environmental-solutions | null | null |  The power of simplicity in environmental law is untapped. We are unleashing this power at the AL Law Group. | https://www.linkedin.com/pulse/secret-genius-environmental-solutions-jed-anderson | Jed Anderson | 
The power of simplicity in environmental law is untapped. We are unleashing this power at the AL Law Group. Our ground-breaking "environmental legal products" are using simplicity to reshape the world of environmental compliance. We asked ourselves how we could... | |
posts/the-path-to-simpler-environmental-protection | the-path-to-simpler-environmental-protection | post | The path to simpler environmental protection | 2026-05-13 | null | [
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-path-to-simpler-environmental-protection | null | null | The path to simpler environmental protection . . . (view slides) . . . "The future of environmental protection will be so transparent . . . and so . . . so . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | The path to simpler environmental protection . . . (view slides) . . .
"The future of environmental protection will be so transparent . . . and so . . . so . . . so beautifully simple." - Jed Anderson, Creator & CEO, EnviroAI
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/the-blind-spot-in-environmental-engineering | the-blind-spot-in-environmental-engineering | post | The "Blind Spot" in Environmental Engineering | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"clean-air-act",
"regulatory-reform",
"tceq",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-blind-spot-in-environmental-engineering | null | null | The "Blind Spot" in Environmental Engineering . . . Re-Engineering Environmental Engineering based on the Laws of Thermodynamics and Information Theory . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | The "Blind Spot" in Environmental Engineering . . . Re-Engineering Environmental Engineering based on the Laws of Thermodynamics and Information Theory . . .
#Engineering #Environmental #BlindSpot #Thermodynamics #SolvingTheOverlookedEngineeringProblem
THE OVERLOOKED ENGINEERING PROBLEM . . .
Environmental engineering ... | |
posts/the-analysis-presented-in-this-paper-leads-to-a-series | the-analysis-presented-in-this-paper-leads-to-a-series | post | The analysis presented in this paper leads to a series | 2026-05-13 | null | [
"thermodynamics",
"enviroai",
"ai",
"monitoring",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-analysis-presented-in-this-paper-leads-to-a-series | null | null | The analysis presented in this paper leads to a series of interconnected conclusions. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | The analysis presented in this paper leads to a series of interconnected conclusions. The current environmental intelligence system, the Human-Cognitive Network, is architecturally insufficient for planetary management, a fact borne out by its quantifiable biological and communication limits. The relentless drive to au... | |
posts/the-1-9t-ai-boom-isn-t-killing-earth | the-1-9t-ai-boom-isn-t-killing-earth | post | The $1.9T AI Boom Isn't Killing Earth | 2026-05-13 | null | [
"thermodynamics",
"ai",
"physics",
"monitoring",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/the-1-9t-ai-boom-isn-t-killing-earth | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Our global intelligence system’the Human-Cognitive Network (HCN)?is physically capped at 100 bits/second for conscious information transfer. This isn't opinion. It's ne... | |
posts/tceq-to-decide-fate-of-effort-to-simplify-the-texas-regulato | tceq-to-decide-fate-of-effort-to-simplify-the-texas-regulato | post | TCEQ to Decide Fate of Effort to Simplify the Texas Regulatory System | 2026-05-13 | null | [
"clean-air-act",
"policy",
"tceq",
"simplicity",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/tceq-to-decide-fate-of-effort-to-simplify-the-texas-regulato | null | null |  ## **Will TCEQ choose to incorporate regulatory self-discipline into their lives on Wednesday . . . | https://www.linkedin.com/pulse/tceq-decide-fate-effort-simplify-texas-regulatory-system-jed-anderson | Jed Anderson | 
## **Will TCEQ choose to incorporate regulatory self-discipline into their lives on Wednesday . . . or choose the path of business as usual?**
***TCEQ will decide the fate of regulatory simplicity this*** [***Wednesday at 9:30***](https://www.tceq.texas.gov/assets... | |
posts/tceq-loading-your-docs-onto-world-wide-web | tceq-loading-your-docs-onto-world-wide-web | post | TCEQ Loading Your Docs onto World-wide Web | 2026-05-13 | null | [
"clean-air-act",
"regulatory-reform",
"tceq",
"legal-reform",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/tceq-loading-your-docs-onto-world-wide-web | null | null |  
The public, environmental groups, plaintiff'... | |
posts/sustainability-must-be-abandoned | sustainability-must-be-abandoned | post | Sustainability must be abandoned | 2026-05-13 | null | [
"physics",
"simplicity",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/sustainability-must-be-abandoned | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
The future isn't something to protect . . . it's something to create.
... | |
posts/sometimes-to-start-a-conversation-about-a-big-idea-you | sometimes-to-start-a-conversation-about-a-big-idea-you | post | Sometimes, to start a conversation about a big idea, you | 2026-05-13 | null | [
"thermodynamics",
"ai",
"simplicity",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/sometimes-to-start-a-conversation-about-a-big-idea-you | null | null | Sometimes, to start a conversation about a big idea, you don't begin with a dense scientific paper. You begin with a story. And that story begins 13.8 billion years ago. I've tried to tell that story in the presentation attached. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Sometimes, to start a conversation about a big idea, you don't begin with a dense scientific paper.
You begin with a story.
And that story begins 13.8 billion years ago.
I've tried to tell that story in the presentation attached. It's a journey from the first cosmic computations . . . through life's heroic, negentro... | |
posts/read-report-below | read-report-below | post | Read report below | 2026-05-13 | null | [
"thermodynamics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/read-report-below | null | null | Read report below . . . "Nature fights entropy by creating complex, ordered systems. The Law of Unthinking is our discovery of this same thermodynamic principle for civilization. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Read report below . . . "Nature fights entropy by creating complex, ordered systems. The Law of Unthinking is our discovery of this same thermodynamic principle for civilization. Applying it to the environment isn't just a good idea; it's aligning human progress with the fundamental creative force of life itself." ? Je... | |
posts/protecting-yourself-in-air-pollution-lawsuits | protecting-yourself-in-air-pollution-lawsuits | post | Protecting Yourself in Air Pollution Lawsuits | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/protecting-yourself-in-air-pollution-lawsuits | null | null |  | https://www.linkedin.com/pulse/protecting-yourself-air-pollution-lawsuits-jed-anderson | Jed Anderson |  | |
posts/openai-google | openai-google | post | OpenAI . . . Google | 2026-05-13 | null | [
"enviroai",
"ai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/openai-google | null | null | OpenAI . . . Google . . . Microsoft . . . Meta . . . Anthropic . . . . . all are pursuing Artificial General Intelligence (AGI). EnviroAI will build on these company's base-systems . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | OpenAI . . . Google . . . Microsoft . . . Meta . . . Anthropic . . . . . all are pursuing Artificial General Intelligence (AGI). EnviroAI will build on these company's base-systems . . . but is pursuing Environmental General Intelligence (EGI) or "Environmental SuperIntelligence". We are the only company pursuing suc... | |
posts/observation-is-protection-2026-04 | observation-is-protection-2026-04 | post | Observation IS protection | 2026-05-13 | null | [
"physics",
"monitoring",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/observation-is-protection-2026-04 | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Nature already knows everything about itself. Every molecule. Every trajectory. Every atmospheric... | |
posts/nvidia-s-earth-digital-twin | nvidia-s-earth-digital-twin | post | Nvidia's Earth Digital Twin | 2026-05-13 | null | [
"enviroai",
"ai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/nvidia-s-earth-digital-twin | null | null | Nvidia's Earth Digital Twin . . . + . . . EnviroAI's Agentic Multi-LLM . . . = . . . "Happy Environment" ? ? ? ? ??? ? ????? ? ? ? ? ? ? ? ? ? ? ? ? | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | Nvidia's Earth Digital Twin . . . + . . . EnviroAI's Agentic Multi-LLM . . . = . . . "Happy Environment" ? ? ? ? ??? ? ????? ? ? ? ? ? ? ? ? ? ? ? ? ?
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/new-years-jottings-on-the-destiny-of-humanity | new-years-jottings-on-the-destiny-of-humanity | post | New Years Jottings on the destiny of humanity | 2026-05-13 | null | [
"faith",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/new-years-jottings-on-the-destiny-of-humanity | null | null | New Years Jottings on the destiny of humanity . . . "We ain't our brawn. We ain't our brain. Our technology is peeling the onion back to reveal more about who we truly are at our core and what makes us unique as human beings. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | New Years Jottings on the destiny of humanity . . . "We ain't our brawn. We ain't our brain. Our technology is peeling the onion back to reveal more about who we truly are at our core and what makes us unique as human beings. Ultimately I believe its a connection with each other and God. Ultimately I believe it's l... | |
posts/must-be-abandoned-it-s-a-pre-ai-goal | must-be-abandoned-it-s-a-pre-ai-goal | post | must be abandoned. It's a "pre-AI" goal | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/must-be-abandoned-it-s-a-pre-ai-goal | null | null | must be abandoned. It's a "pre-AI" goal. Our goal can and now must be higher. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | must be abandoned. It's a "pre-AI" goal. Our goal can and now must be higher. #Nature #Thriving #Abundance #Growth #MoreLife #BeyondSustainability #EnvironmentalSuperintelligence | |
posts/more-life-more-nature | more-life-more-nature | post | More life. More nature | 2026-05-13 | null | [
"enviroai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/more-life-more-nature | null | null | More life. More nature. More environment. That’s our mission at EnviroAI. Sustainability is mediocrity. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | More life. More nature. More environment. That’s our mission at EnviroAI. Sustainability is mediocrity. | |
posts/light-the-universe-s-interface | light-the-universe-s-interface | post | LIGHT = the universe’s interface | 2026-05-13 | null | [
"physics",
"faith",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/light-the-universe-s-interface | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Maybe deeper than information, Light is the medium of meaning.
MacDonald dares: ?God is light? no dar... | |
posts/it-s-not-google | it-s-not-google | post | It's not Google . | 2026-05-13 | null | [
"enviroai",
"ai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/it-s-not-google | null | null | It's not Google . . . or OpenAI . . . or Microsoft . . . CAN YOU GUESS WHO'S THE BEST???? . . . Who has the best AI system designed specifically for environmental compliance, management, and protection work? See for yourself. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | It's not Google . . . or OpenAI . . . or Microsoft . . . CAN YOU GUESS WHO'S THE BEST???? . . . Who has the best AI system designed specifically for environmental compliance, management, and protection work?
See for yourself.
Get more environmental work done. EnviroAI. Contact us at info@enviro.ai.
www.enviro.ai
... | |
posts/it-s-almost-christmas | it-s-almost-christmas | post | It's almost Christmas | 2026-05-13 | null | [
"ai",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/it-s-almost-christmas | null | null | It's almost Christmas . . . and I think now is a good time to reveal "AI Shepherd" (see attached concept piece). | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | It's almost Christmas . . . and I think now is a good time to reveal "AI Shepherd" (see attached concept piece). "AI Shepherd" is being designed as an AI agent tool that each of us could deploy to help protect us from AI unaligned with our individualized ethical, religious, and spiritual values & intentions. Coming D... | |
posts/it-helps-me-and-perhaps-helps-others | it-helps-me-and-perhaps-helps-others | post | It helps me . . . and perhaps helps others | 2026-05-13 | null | [
"thermodynamics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/it-helps-me-and-perhaps-helps-others | null | null | It helps me . . . and perhaps helps others to think in terms of first principles when it comes to environmental protection. What is entropy and what is it doing in nature? | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | It helps me . . . and perhaps helps others to think in terms of first principles when it comes to environmental protection.
What is entropy and what is it doing in nature?
How can our understanding of entropy help shape how we protect the environment and ensure the thriving of living things?
---
*Originally posted... | |
posts/intelligence-from-nature | intelligence-from-nature | post | Intelligence from nature | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/intelligence-from-nature | null | null | "Intelligence from nature." - Jed Anderson | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "Intelligence from nature." - Jed Anderson
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/in-1944-schr-dinger-asked-what-is-life | in-1944-schr-dinger-asked-what-is-life | post | In 1944, Schr’dinger asked "What is Life | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"physics",
"policy",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/in-1944-schr-dinger-asked-what-is-life | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Not 10x. Not 1,000x. One hundred quintillion to one.
This isn't p... | |
posts/if-you-thought-the-chatgpt-moment-was-revolutionary-just-wai | if-you-thought-the-chatgpt-moment-was-revolutionary-just-wai | post | If you thought the ChatGPT moment was revolutionary, just wait | 2026-05-13 | null | [
"enviroai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/if-you-thought-the-chatgpt-moment-was-revolutionary-just-wai | null | null | "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… | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "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 symphony of renewal."
? Jed Anderson, Environmental Futurist, Creator & CEO of E... | |
posts/if-humanity-is-building-bcis-to-interface-with-ai-then | if-humanity-is-building-bcis-to-interface-with-ai-then | post | If humanity is building BCIs to interface with AI, then | 2026-05-13 | null | [
"enviroai",
"ai",
"monitoring",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/if-humanity-is-building-bcis-to-interface-with-ai-then | null | null | "If humanity is building BCIs to interface with AI, then perhaps it's time to ask’can nature interface too? We're exploring a future where the forest itself might whisper through sensors, and AI listens, learns, and responds. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "If humanity is building BCIs to interface with AI, then perhaps it's time to ask’can nature interface too? We're exploring a future where the forest itself might whisper through sensors, and AI listens, learns, and responds. This isn't science fiction. It's the next frontier in environmental intelligence." ? Jed Ander... | |
posts/i-wrote-a-children-s-book-about-black-holes-bach-and | i-wrote-a-children-s-book-about-black-holes-bach-and | post | I wrote a children's book about black holes, Bach, and | 2026-05-13 | null | [
"enviroai",
"ai",
"physics",
"monitoring",
"simplicity",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-wrote-a-children-s-book-about-black-holes-bach-and | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Here's the idea at the center of it: There is a wall behind everything.
Not a wall you can touch. A structural wall . . . the limit ... | |
posts/i-just-published-a-new-essay | i-just-published-a-new-essay | post | I just published a new essay | 2026-05-13 | null | [
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-just-published-a-new-essay | null | null | 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 . . . | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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 . . . one that correctly identified human-caused damage, but quietly assumed that ?nature without us? is stable and safe.... | |
posts/i-hate-the-word-sustainability | i-hate-the-word-sustainability | post | I hate the word sustainability | 2026-05-13 | null | [
"thermodynamics",
"physics",
"policy",
"simplicity",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-hate-the-word-sustainability | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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. Every living system is a dissipative structure that exists only through continuous tran... | |
posts/i-found-something-and-i-can-t-unsee-it | i-found-something-and-i-can-t-unsee-it | post | I found something and I can't unsee it | 2026-05-13 | null | [
"thermodynamics",
"ai",
"physics",
"monitoring",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-found-something-and-i-can-t-unsee-it | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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. When you ask a question about the environment . . . and receive the answer . . .... | |
posts/i-found-it-in-bach-the-missing-foundation-of-environmental | i-found-it-in-bach-the-missing-foundation-of-environmental | post | I found it. In Bach. The missing foundation of environmental | 2026-05-13 | null | [
"information-theory",
"thermodynamics",
"enviroai",
"ai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-found-it-in-bach-the-missing-foundation-of-environmental | null | null | 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. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | 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.
Neither can you. Neither can a spectrum analyzer.
Both are 1/f.
So are ... | |
posts/i-can-t-find-any-law-in-physics-that-would-prevent | i-can-t-find-any-law-in-physics-that-would-prevent | post | I can't find any law in physics that would prevent | 2026-05-13 | null | [
"enviroai",
"physics",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-can-t-find-any-law-in-physics-that-would-prevent | null | null | "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 | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "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
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/i-am-introducing-a-new-framework-for-protecting-the-environm | i-am-introducing-a-new-framework-for-protecting-the-environm | post | I am introducing a new framework for protecting the environment | 2026-05-13 | null | [
"linkedin",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/i-am-introducing-a-new-framework-for-protecting-the-environm | null | null | I am introducing a new framework for protecting the environment called the "Holographic Negentropic Framework". | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | I am introducing a new framework for protecting the environment called the "Holographic Negentropic Framework".
---
*Originally posted on LinkedIn with an attached feed document.* | |
posts/human-environmental-regulations-will-largely-become-obsolete | human-environmental-regulations-will-largely-become-obsolete | post | Human environmental regulations will largely become obsolete | 2026-05-13 | null | [
"enviroai",
"faith",
"linkedin-original"
] | CC-BY-4.0 | https://jedanderson.org/posts/human-environmental-regulations-will-largely-become-obsolete | null | null | "Human environmental regulations will largely become obsolete. We simply won't need them anymore."- Jed Anderson, Creator & CEO, EnviroAI ???????You never change things by fighting the existing reality. | https://www.linkedin.com/in/jedanderson432/ | Jed Anderson | "Human environmental regulations will largely become obsolete. We simply won't need them anymore."- Jed Anderson, Creator & CEO, EnviroAI
???????You never change things by fighting the existing reality. To change something, build a new model that makes the existing model obsolete.? - Buckminster Fuller
??????"If I h... |
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