energy
8 free lessons tagged energy across History, AI, Science. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
Steam: From a Mine Pump to a General Prime Mover
The steam engine began as a fix for one problem, flooded coal mines, and was so inefficient that it made sense only where fuel was nearly free. This lesson traces how a device that wasted 99.5 percent of its fuel became the first source of power that could be put anywhere, and why each improvement targeted the constraint that limited the last one.
Why electricity, not chips, is the real limit
The surprise of the AI buildout is that the scarcest resource is not chips or money but electricity, and the grid was not built for this. Learn why power became the binding constraint, why connecting a big new load takes years, why data centers are turning to gas and nuclear, and why an unglamorous device, the transformer, quietly gates the whole thing.
The grid: frequency, dispatch, and variability
Why an electrical grid is one giant synchronous machine, what frequency stability and rotational inertia actually mean, how dispatch ordering and ancillary services keep the lights on, and why variable renewable integration is fundamentally an engineering problem at the system level.
Solar, wind, and batteries: physics, scaling, and supply
Why photovoltaics have a hard thermodynamic ceiling (Shockley-Queisser), why wind power scales with the cube of velocity (Betz), how lithium-ion chemistries actually differ, the learning-curve mathematics that produced the cost declines, and where the materials supply chains concentrate.
Nuclear fusion: physics, approaches, engineering
What it takes to fuse hydrogen isotopes — the four conditions (temperature, density, confinement time, energy gain), the three main approaches (magnetic, inertial, magnetized target), the engineering problems (tritium, neutrons, materials) that remain after the physics is in hand.
Nuclear fission: chain reactions, reactors, fuel cycles
How fission releases energy from heavy nuclei, why neutron moderation determines reactor design, the structural choices behind LWR, CANDU, gas-cooled, fast, and molten-salt reactors, what the fuel cycle actually consists of, and where waste, cost, and safety arguments sit.
Combustion and thermal cycles: how fuel becomes work
How hydrocarbon combustion releases energy as heat, the four canonical thermal cycles that convert that heat into mechanical or electrical work (Rankine, Brayton, Otto, Diesel), why combined-cycle gas plants reach 60% efficiency, and how carbon intensity scales with cycle and fuel choice.
Energy units: joules, watts, capacity factor, LCOE
The handful of quantitative concepts that make every energy debate readable — joules and watts, energy density, capacity factor, levelized cost of energy, exergy — and what each one is good and bad at communicating.

