Tag
landauer
- EssayEvery Question Is a Physical Act
Distills the formal argument of 'Observation IS Protection' into a short, accessible piece: a question is physical (it costs energy by Landauer, its answer extracts work by Sagawa–Ueda, it changes the state of an existing gate), and AI completes the circuit between observation and actuation that humans cannot close at planetary speed. Self-described as a summary of the longer paper.
- EssayThe Epistemic Boundary: Observation IS Protection
Derives—from Landauer's principle, Sagawa–Ueda mutual-information work extraction, and Bardos–Lebeau–Rauch boundary observability theory—the proposition that observation is not a precondition of environmental protection but is itself the protective act. Every catastrophic environmental event was preceded by physically encoded information that was never promoted to the epistemic boundary; the universe's spontaneous processes, given a question, configure themselves toward order.
- EssayThe Missing $Quadrillion
Identifies a second economic channel that every major AI-impact forecast (Goldman, McKinsey, PwC) has missed: the bond-bit asymmetry. Channel A asks what happens when AI substitutes for cognitive labor; Channel B asks what happens when information substitutes for physical manipulation across the entire material economy. The second channel is roughly twice the size of the first and reframes the path to a $1-quadrillion economy.
- EssayThe Intelligence Leverage Equation
Public-facing presentation of the Intelligence Leverage Equation Λ = Mc² / (I·k_BT·ln 2), which captures the bond-bit asymmetry as a single dimensionless quantity. Names 'Jed's Angel' as the practical realization of Maxwell's demon and reframes the environmental professional's role from boulder-pushing to designing the intelligence that keeps the boulders from rolling.
- EssayThe Thermodynamic Foundations of Entropic Shepherding
Derives the Intelligence Leverage Equation from first principles by synthesizing Landauer's bound, the Sagawa–Ueda generalized second law, bond-energy quantum constraints, boundary observability theory, and mass-energy equivalence. Proves the Bond-Bit Asymmetry—that information processing can substitute for physical intervention at leverage ratios approaching 10³⁷ per kilogram of matter at room temperature—and grounds the asymptote of zero-cost stewardship in physics rather than economics.
- EssayThe Thermodynamics of Artificial Intelligence: A First-Principles Analysis of the Maxwellian Demon Hypothesis
Asks whether AI agents operating via feedback loops—RL agents, autonomous control systems—function as Maxwell's demons in a first-principles physical sense, and reconciles their internal computational thermodynamic costs with the work they extract from stochastic environments. Traverses the Sagawa–Ueda equality, SGD energetics, and recent experimental realizations of autonomous demons in solid-state and quantum systems.