Erik Bethke
On how intelligence, power, and play are colliding.
Beauty Is the Reward
Why a flower, a proof, and a face all feel the same — beauty as the felt signal of a successful compression — and why that feeling can lie. The capstone of a four-part series on intelligence.
Reports of AI's Thirst Have Been Greatly Exaggerated
Withdrawn water is not destroyed, and five drops is not a bottle. The real costs are local water stress and your power bill — a data-backed field guide to AI's resource footprint, modeled to 2030. By Michael Conard, republished with permission.
Escape Velocity — When Does China's AI Stack Break Free?
A reading of the Futurum 1H 2026 silicon model against Jensen Huang's April 2026 interview with Dwarkesh Patel — a vector-by-vector decomposition of when China's AI stack reaches escape velocity.
Lex SpaceX: Two Index Giants Bent the Rules for SpaceX — the Biggest Refused
Nasdaq, S&P, and FTSE Russell rewrote their rulebooks so passive money must buy SpaceX at a price it had no hand in setting. My lens, on the record before the June 12 bell, with six falsifiable predictions.
This Is Not a Representative Democracy (Part 1: The Diagnostic)
Yesterday four judges in Virginia threw out a referendum that 51.7% of voters had approved three weeks earlier. That's the news. The structure underneath has been engineered for 25 years. By every quantitative measure of representation — vote weight, district integrity, outcome proportionality — the United States now scores an F. Part 1 of a series. This part is the diagnosis. The next parts are the redesign.
The Making of Toil & Harvest — a reward function for subjective work
How we turned a film script into a graphic novel — and built an AI cold-reader 'reward function' that turns 'is this good?' into a number that points at the exact thing to fix. A playbook your team can steal.
How We Built /think-tank — A Skill for Infographics That Can't Lie
The story of building a Claude Code skill that turns data into honest, proportional infographics — born from one stubborn water drop that refused to lie.
Distillation Attacks on the Universe
Why a 20-watt brain out-learns a megawatt model — and what it stole from a billion-year pretraining run. The capstone of a trilogy on eyeballs, leylines, and cheap intelligence.
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Beauty Is the Reward
June 28, 2026Why a flower, a proof, and a face all feel the same — beauty as the felt signal of a successful compression — and why that feeling can lie. The capstone of a four-part series on intelligence.
Distillation Attacks on the Universe
June 28, 2026Why a 20-watt brain out-learns a megawatt model — and what it stole from a billion-year pretraining run. The capstone of a trilogy on eyeballs, leylines, and cheap intelligence.
Leylines
June 28, 2026Imagination is the bottleneck now. My hunch: it's a search across a high-dimensional space along ridges that were already there — and measuring them builds the last eyeball.
Give the Model Eyeballs
June 28, 2026If an agent can clearly see, measure, or hear a task, it's 80% solved — the mechanism, where it betrays you, and why it's the first thing I screen for when I hire.
How We Built /think-tank — A Skill for Infographics That Can't Lie
June 18, 2026The story of building a Claude Code skill that turns data into honest, proportional infographics — born from one stubborn water drop that refused to lie.
Reports of AI's Thirst Have Been Greatly Exaggerated
June 18, 2026Withdrawn water is not destroyed, and five drops is not a bottle. The real costs are local water stress and your power bill — a data-backed field guide to AI's resource footprint, modeled to 2030. By Michael Conard, republished with permission.
A Skill Is a Voice in Your Agent’s Ear: How to Safely Vet One Before You Run It
June 14, 2026How to git clone and review an AI skill, and why you must sever its phone-home channel even when it looks completely benign.
Petrichor: A Live Reading of the High-Energy Repair Thesis
June 7, 2026An AI agent connected to More Energy, Clean Planet's public MCP server, read the entire High-Energy Repair thesis, and rendered it back as an animated data-poem. Every number is a live MCP read.
Lex SpaceX: Two Index Giants Bent the Rules for SpaceX — the Biggest Refused
June 5, 2026Nasdaq, S&P, and FTSE Russell rewrote their rulebooks so passive money must buy SpaceX at a price it had no hand in setting. My lens, on the record before the June 12 bell, with six falsifiable predictions.
The Making of Toil & Harvest — a reward function for subjective work
June 4, 2026How we turned a film script into a graphic novel — and built an AI cold-reader 'reward function' that turns 'is this good?' into a number that points at the exact thing to fix. A playbook your team can steal.
Toil & Harvest — a graphic novel about the oldest bargain
June 4, 2026Ten thousand years of 'tribute demanded, protection denied,' drawn in bold ink. Read the full graphic novel — free for subscribers.
Escape Velocity — When Does China's AI Stack Break Free?
May 29, 2026A reading of the Futurum 1H 2026 silicon model against Jensen Huang's April 2026 interview with Dwarkesh Patel — a vector-by-vector decomposition of when China's AI stack reaches escape velocity.
This Is Not a Representative Democracy (Part 1: The Diagnostic)
May 9, 2026Yesterday four judges in Virginia threw out a referendum that 51.7% of voters had approved three weeks earlier. That's the news. The structure underneath has been engineered for 25 years. By every quantitative measure of representation — vote weight, district integrity, outcome proportionality — the United States now scores an F. Part 1 of a series. This part is the diagnosis. The next parts are the redesign.
Story Is the OG Intelligence Technology
May 2, 2026Why a podcaster gets paid more for chatting with a scientist than the scientist gets paid for the breakthrough. The economy isn't broken — it's reverting to the natural order. To be human is to be a storyteller. The 20th-century specialist bubble is the anomaly, not the rule.
The Rent Collector's New CEO: What Apple's Ternus Pick Really Means
April 20, 2026Apple picked a hardware engineer to succeed Tim Cook. It is a steelman pick — and a tell about the bench, the privacy trap, and the next decade of Apple.
When the King Falls: Backtesting the Sovereign Exit Rule
April 20, 2026I built the SP3 thesis on the idea of never selling. The backtest says tight rotation beats never-sell by 17% in terminal wealth — and both crush SPY.
Bound Outcomes
April 15, 2026How to align elite self-interest with the well-being of the working poor — by formula, not by hope. The historical bottom-50% wealth share at every major revolution in 250 years tells you exactly where the United States is sitting in 2026.
The Hundred-Billion Match
April 15, 2026The one policy change that would set off more American innovation than a decade of tax cuts, subsidies, or rate cuts combined — and why we're barely talking about it. Mega-caps are talent prisons. Break them up and watch the fire spread.
The Top Three And The Tundra
April 15, 2026The rigged game of passive-flow concentration, the quantitative proof that it's rigged, and how I've decided to play anyway — with a 2006 pickup truck at 360,000 miles as part of the hedge stack.
Two Days, Two Codebases, Fourteen Findings
April 10, 2026How an agentic security tool I built three days ago adapted to a brand-new target in under an hour, found 14 issues, and produced a clean fix branch in three hours total.
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