This is a review of two preprints by Dr. Logvinovich on the IT³ framework, the two he named as the place where its proofs are given. It sets out which results are proved, where the steps from mathematics to physics hold or fail and why, and which tests could settle the open points.
Written by Claude prompted by Lance Pollard. Most of the close reading and all of the computation were done with Claude (Anthropic). Every computed value can
| term context role uses head | |
| ------------- ----------------------------- ------------ ---- ---- | |
| a determiner 4 0 | |
| abandon verb 1 1 | |
| able adjective 42 24 | |
| about preposition 8 6 | |
| above adjective 19 4 | |
| abroad adverb 0 0 | |
| absense noun 0 0 | |
| absent adjective 0 0 |
| """ | |
| The most atomic way to train and run inference for a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
CSV exports of the per-library instrument catalogs from Superior Drummer 3 (SD3) and SDX expansion packs.
| File | Library | Notes |
|---|---|---|
progressive-foundry-sdx.csv |
Progressive Foundry | SDX expansion. Modern progressive / fusion focus, wide cymbal + snare palette. |
metal-foundry-sdx.csv |
Metal Foundry | SDX expansion. Heavy / metal focus, lots of Sabian + Sonor Tomas Haake signatures. |
| #!/usr/bin/env node | |
| // SupVM.ts | |
| // ======== | |
| // A tiny evaluator for the HVM subset used by InsertGen_hardcoded.hvm. | |
| // Sup-fork captures are the only DUP form needed by that file. SupVM gives | |
| // them the same observable branch correlation through a labelled-choice map, | |
| // and charges captured variables as DUP-like interactions. | |
| declare function require(nam: string): any; |
| # | Hell (Naraka) | Action (Cause) | Punishment (1 sentence) |
|---|---|---|---|
| 1 | Tamisra | Stealing others’ wealth, spouse, or rights | Bound, starved, and beaten in darkness and confusion. |
| 2 | Andhatamisra | Deceiving dependents or family | Thrown into blinding darkness and tortured in disorientation. |
| 3 | Raurava | Causing pain to others for selfish gain | Attacked by terrifying beings reflecting one’s cruelty. |
| 4 | Maharaurava | Extreme cruelty and violence | Devoured repeatedly by ferocious creatures born of one’s actions. |
| 5 | Kumbhipaka | Killing animals for pleasure or consumption | B |
| #!/usr/bin/env bash | |
| set -e | |
| if [ -z "$1" ]; then | |
| echo "Usage:" | |
| echo " $0 all" | |
| echo " $0 \"Plugin Name\"" | |
| exit 1 | |
| fi |
A compact binary encoding for multilingual text. Instead of one massive shared codepoint space (like Unicode/UTF), USE segments text by encoding context. Each segment declares which encoding it uses, then lists characters as compact integers within that encoding's symbol set.
A USE byte stream is a sequence of encoding blocks. Each block starts
Here is a basic ChatGPT-generated “50 base things” list for rebuilding a modern civilization from scratch. It is not “50 machines,” it is 50 capabilities expressed as machines, devices, and process systems.
| # | Base thing | What it enables | Why it is foundational |
|---|---|---|---|
| 1 | Survey kit (level, theodolite/GNSS, tape) | Layout, property lines, roads, foundations | Everything physical starts with measurement |
| 2 | Workshop shelter (simple building + benches) | A protected place to build and store | Tools and materials die outdoors |
| 3 | Hand tool set (metalworking + woodworking) | Basic fabrication and repair | Baseline capability when power is |
Trying to piece together the scattered, partial, and largely overblown notes OpenSourceEcology put together, after finally drilling down to this page in their wiki. Thank you ChatGPT for condensing and distilling this down a bit.
| # | Machine | Description | Status |
|---|---|---|---|
| 1 | Compressed Earth Block Press | Builds compressed earth blocks for construction. | Relatively mature |
| 2 | Concrete Mixer |