Strip the frontier model to the model; keep only what earns its place; point it at the hardest physics on earth. Honest about what's shipped vs in build:
a bottle of Claude, stripped. ~23,800 tokens of harness cruft on cold start → 46. same weights, no scaffold — the cleanest surface that still does frontier work.
local co-reading scrubber for AI transcripts — every source on one chronological feed, the model’s hidden thinking made visible, margin marks pinned to turns. your data stays on your machine. live demo.
claude + gemini + grok, majority vote, catching the one model fooling itself. rust, in-process.
an adversarial validator whose only job is to catch the model smuggling the convenient equilibrium assumption into a device that has none. a confident word is not a verification.
blocks "fixed / shipped / working / verified" after a mutation with no verification artifact in the same turn. catches real ones, daily.
255 cloudflare zones, one skill. workers / kv / dns / analytics.
rust statusline, guard, state.
an open CRETIN-class NLTE radiation-transport code — against the export-controlled tool that walls the methodology off. rust core, 19 tests green, running WASM kernels. civilian physics, free.
open weights, next: a fused council of the best open models, kept warm by the GPUs that run it. a model you don't own can be made nervous by whoever holds it.
Not cartoons — real solves the tools produced. Drive the conditions; the fields redraw live.
Fuel burns in the hot core; no conduction to the PV; energy crosses the vacuum gap as matched line/band light (useful) + broadband thermal (parasitic). Bright on the axis, cold at the silicon wall — energy-conserving.
The real time-dependent Schrödinger equation, coupled to the EM field, in WebGPU. Start in 3s + 3p; the oscillating dipole radiates the 589 nm D-line from vacuum, energy conserved. Frame rate is yours (24 fps default, dropdown to uncapped).
The atlas → — the map: physics, energy, the tools, the voyage, infinitely zoomable.
The stack, in full → — every layer, what's under load.
The gifts → — honest research artifacts; negative results loudest.
lightcellenergy.com → — the physics company.