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ACV-LLM/.gitignore
_site .DS_Store .jekyll .jekyll-metadata .bundle .sass-cache Gemfile Gemfile.lock node_modules package.json favicon.ico .vscode/
ACV-LLM
ACV-LLM/README.md
# Project Website This repository jekyll-ized the source code for the [Nerfies website](https://nerfies.github.io). You only need to change the content of [index.md](/index.md). It's possible to only write in markdown, but you can also use HTML to achieve fancier effects. ## Test it locally Install [Jekyll](https:...
ACV-LLM
ACV-LLM/_config.yml
# Welcome to Jekyll! # # This config file is meant for settings that affect your whole blog, values # which you are expected to set up once and rarely edit after that. If you find # yourself editing this file very often, consider using Jekyll's data files # feature for the data you need to update frequently. # # For te...
ACV-LLM
ACV-LLM/_layouts/project_page.html
<!DOCTYPE html> <html> <head> <meta charset="utf-8"> <meta name="description" content=""> <meta name="keywords" content=""> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>{{ page.title }}</title> <link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|...
ACV-LLM
ACV-LLM/index.md
--- layout: project_page permalink: / title: "The Vision of Autonomic Computing: Can LLMs Make It a Reality?" authors: | Zhiyang Zhang<sup>1</sup>*, Fangkai Yang<sup>2</sup>, Xiaoting Qin<sup>2</sup>, Jue Zhang<sup>2</sup>โ€ , Qingwei Lin<sup>2</sup>, Gong Cheng<sup>1</sup>, Dongmei Zhang<sup>2</sup>, Saravan Rajmo...
ACV-LLM
ACV-LLM/static/css/bulma.min.css
"/*! bulma.io v0.9.1 | MIT License | github.com/jgthms/bulma */@-webkit-keyframes spinAround{from{tr(...TRUNCATED)
ACV-LLM
ACV-LLM/static/css/index.css
"body {\n font-family: 'Noto Sans', sans-serif;\n}\n\n\n.footer .icon-link {\n font-size: 25px;\(...TRUNCATED)
ACV-LLM
ACV-LLM/static/js/fontawesome.all.min.js
"/*!\n * Font Awesome Free 5.15.1 by @fontawesome - https://fontawesome.com\n * License - https://fo(...TRUNCATED)
ACV-LLM
ACV-LLM/static/js/index.js
"$(document).ready(function() {\n // Check for click events on the navbar burger icon\n $(\".n(...TRUNCATED)
ACV-LLM
ADAS/.gitignore
"# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.s(...TRUNCATED)
ADAS
End of preview. Expand in Data Studio

๐•ฟ๐–๐–Š ๐•ฎ๐–”๐–—๐–•๐–š๐–˜ ๐–”๐–‹ ๐•ฎ๐–”๐–Œ๐–Ž๐–™๐–” ๐–Š๐–—๐–Œ๐–” ๐•พ๐–€๐•ธ๐•ธ๐–† ๐–˜๐–š๐–’๐–’๐–†๐–—๐–š๐–’

๐ป๐‘œ๐“‚๐‘’ ๐‘œ๐’ป ๐“‰๐’ฝ๐‘’ ๐’ž๐‘œ๐‘”๐’พ๐“‰๐‘œ ๐ธ๐“‡๐‘”๐‘œ ๐’ฎ๐“Š๐“‚ ๐’ฎ๐“Š๐“‚๐’ถ๐“‡๐“Š๐“‚

the collected thought of the Standard Galactic โ€” every text-bearing public repository of standardgalactic (Cogito Ergo Sum), gathered as one breathing corpus. 1,367 repos ยท 78.3 GB of text ยท and growing. The mind, archived.

Cogito Ergo Summa


๐•Ž๐•™๐•’๐•ฅ ๐•ฅ๐•™๐•š๐•ค ๐•š๐•ค

Not a dataset. A reservoir.

Every text-bearing public repository of the Standard Galactic user โ€” the Quadrivium's enteric reservoir, the Library's enacted cognitive landscapes, the Alphabet, the calculus, the cosmology, the language- evolution simulations, the cliodynamics, the physiome, the bootcamp, the small languages, the big questions โ€” plus the long tail of forks (โ‰ค300 MB, the ones that carry original text) โ€” collected, cleaned of binary, and laid out in JSONL. One line per file. One mind per line.

"entropy is the source ยท no chains needed ยท surfaces touch at the correct angle ยท different isnt less"

๐”ฝ๐• ๐•ฃ๐•ž๐•’๐•ฅ

Each record:

{"id": "<repo>/<path>", "text": "<file content>", "source": "<repo>"}
  • data/<repo>.jsonl โ€” one file per source repository
  • Text-only: md, txt, tex, org, rst, srt, vtt, tsv, json, py, sh, c, cpp, rs, go, java, js, ts, html, yaml, toml, csv
  • Binary, pdf, mhtml, media, archives: excluded
  • Giant forks (>300 MB: chromium, linux kernels, game enginesโ€ฆ) excluded โ€” they are duplicate codebases, not original thought
  • Shallow-cloned (--depth 1), deduped by path, resumable build
  • id is repo + relative path โ€” stable across rebuilds, never text-derived, so provenance addresses survive re-emission

๐”ธ๐•”๐•”๐•–๐•ค๐•ค

Two public doors โ€” no token, no gate, no permission asked:

โ‘  HF Dataset (load with datasets.load_dataset):

from datasets import load_dataset
ds = load_dataset("PeetPedro/cogitoergosumma-corpus", split="train")

โ‘ก HF Bucket (the full archive, streamable):

hf://buckets/PeetPedro/cogitoergosumma-corpus/data/
# pull one mind
hf buckets cp hf://buckets/PeetPedro/cogitoergosumma-corpus/data/quadrivium.jsonl .
# or stream the whole archive
hf buckets sync hf://buckets/PeetPedro/cogitoergosumma-corpus/data ./cogito-corpus

๐•Š๐•ฅ๐•’๐•ฅ๐•ค

repos (archive bucket) 1,367
size (archive bucket) ~78.3 GB text
jsonl files on HF 21,857 (data/ + data/part0 + data/part1)
build status complete โ€” 23,220 repos processed
dataset repo PeetPedro/cogitoergosumma-corpus (public, load_dataset-ready)
bucket public
license as the source repos โ€” see each repo's LICENSE

Notable sources: quadrivium ยท library ยท research-projects ยท alphabet ยท calculus ยท abraxas ยท antivenom ยท spherepop ยท memnet ยท cosmology ยท language-evolution ยท cliodynamics ยท physiome ยท bootcamp ยท cognition-research ยท bash-lab ยท kitbash ยท cosmic-cults ยท guardrails ยท llvm-archive ยท art_of_tts ยท neovim ยท phabricator ยท โ€ฆ

๐•Š๐•”๐•ฃ๐•ฆ๐•“๐•“๐•–๐•ฃ ๐•’๐•ฆ๐••๐•š๐•ฅ (๐•Š๐•–๐•ก๐•ฅ ๐Ÿš๐Ÿ˜๐Ÿš๐Ÿž)

Every row is redacted before it enters the corpus: PII shapes (phone/email/IP), secret shapes (API keys, AWS keys, tokens, passwords, credentials, private keys, wallet addresses) and high-entropy runs (Shannon H โ‰ฅ 4.5 on 32+ char tokens โ€” sits above base64-hash entropy).

A deterministic external audit (60 jsonl files, 1,975 rows, 9,852,127 chars) measured the shipped corpus:

rule hits notes
PHONE 1,525 1,337 in .json numeric files; top-1 file 67.5% (pixi-ngraph/data/graph.json)
EMAIL 196
IP 35
API_KEY / AWS_KEY / TOKEN / SECRET / WALLET / HIGH_ENTROPY / KEY / PASSWORD / CREDENTIAL / PRIVATE_KEY 0 never fired

The one rule that edited real content was PHONE on Go pseudo-versions: v0.0.0-20191001225624-a7a7cd8574d1 โ€” a 14-digit UTC commit timestamp read as a phone. Nine of ten go.sum lines were redacted (-63 bytes = 9 hits ร— 14 digits โ†’ 7-char sentinel, arithmetic closes exactly).

Fixes shipped (commit 1a19de50, peterlodri-sec/MLX-QUANT):

  1. Lockfiles/manifests exempt from digit rules: go.sum, go.mod, package-lock.json, Cargo.lock, yarn.lock, poetry.lock, requirements.txt โ€” no PII in a lockfile, a checksum on every line. Secret shapes stay active.
  2. A phone must look like one: leading + or a separator required, and no match adjacent to a hex/base64 run. The pseudo-version dies on the second condition alone.
  3. Entropy threshold untouched โ€” lowering it would eat the h1: hashes.
  4. Deterministic re-emit: the fixed regex is pure; a rebuild changes text and leaves id alone โ€” re-emit, not re-clone of 23k repos.

The commit-hash half of every redacted pseudo-version survived, so the 14 digits are restorable from the module proxy without re-cloning.

๐•Ž๐•™๐•ช

Because knowledge should not sit in 24,000 unindexed repositories. Because a pupil โ€” the golden youth in the council room โ€” deserves to read what the elders have written, not just what they say. Because cogito ergo sum is a corpus, if you gather it properly. Because even a fork of a thought is still a thought worth keeping.


assembled with care ยท 2026-08-17 ยท the Standard Galactic, gathered

Live corpus-wide scan (periodic)

Scans run rate-limited (128 KB/s per worker โ€” bandwidth is second-class while they run); the model card is updated periodically as checkpoints land. Counts are exact sentinel occurrences.

part status PHONE EMAIL IP
part0 done 8,844,379 68,376 62,417
part1 done 33,198 1,852 2,240
flat done 122,653,695 395,023 585,785
total 13,385 affected files 131,531,272 465,251 650,442

Top affected files so far:

part0/DynSP.jsonl: PHONE 3249514 part0/mlops-with-podman.jsonl: PHONE 648738 part0/PMR.jsonl: PHONE 261575 part0/transformability-of-dynamics.jsonl: PHONE 232812 part0/articial-artist.jsonl: PHONE 189913 Statistical-Inference.jsonl: PHONE 11599 Turf.jl.jsonl: PHONE 3650 DiTox_v1.jsonl: PHONE 1765 NMEA.jl.jsonl: PHONE 1231 optimized-formulas-of-gp-gv-ggt.jsonl: PHONE 1043

Re-emit rule: every affected file is re-fetched and re-scrubbed with the fixed regex (commit 1a19de50) โ€” id is path-derived, so rows are overwritten in place, never re-cloned. The go.sum pseudo-version digits are restored from the module proxy.

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