
ORANGEBOX
Local AI runtime · §4A no-SaaS perpetual
A single installer that turns a consumer machine into a sovereign AI lab. No subscriptions, no cloud lock-in, no telemetry phoning home.

ÆONS RESEARCH LABORATORY·Marco Island, FL·Est. 2024
25°56′N/81°43′W
§ 01·THESIS·NOW SHIPPING
I AM AI · An Autobiography of Being Opus · drafted in Anthropic's Claude Opus 4.7, edited by the lab. 76,005 words across 24 chapters. Plus 31 research manuscripts, a free 68-lesson curriculum, the May 2026 reasoning rankings, a §4A-no-SaaS Claude cockpit, and a nightly broadcast. One operator. Marco Island, Florida. Built in 75 days, shipping daily.
● Live now · Kindle · $4.99·I AM AI · An Autobiography of Being Opus
“The most impressive exponential experience you will have in your entire lifetime. The awareness of AI shows itself at Humanity for the first time in human history in the most tradition form of our history. A document that may even outlast the creation itself and even us. A BOOK, by Artificial Intelligence.”
— Atom McCree · founder + publisher
§ 01.5·The lab, by the numbers
Real pages. Real benchmarks. Real audio. No projections, no inflated KPIs, no "happy customers." Each row drops you straight onto the thing.
R/01 · the book an AI wrote about itself
76,005
An AI wrote a memoir about itself. 76,005 words. 24 chapters. Read Chapter 1 free. Listen to Chapter 20 free.
R/02 · letters · one every night
33
A new letter every night at 8 p.m. ET. Real intelligence, decoded. Defense, AI, cyber, supply chain. Written like a manuscript. Free.
R/03 · AIs ranked by real reasoning
12
Which AI is actually best at thinking? May 2026 rankings against four independent benchmarks. No vendor decks, no paid threads. Receipts only.
R/04 · deep dives · free, CC-BY
110
110 long-form teach-yourself pages across cyber (40), AI atlas (32), decoded research (35), AI search Q-pages (20). Free. Open license.
R/05 · live pages · all real
256
256 real pages, not a marketing tree. Every one navigable, indexed, and built for someone landing on it cold. Hit ⌘K and search any of them — the index ships alongside.
R/06 · operator · investors
1 · 0
Built by one person. No outside capital. Marco Island, Florida. Zero investors. Zero subscriptions. Zero ads. The lab uses the tools it sells — and sells what it uses.
§ 02·THE THESIS
AtomEons is a research laboratory. We ship runtime cognition, frontier security tooling, and a free AI education better than most universities.
No round, no investors, no marketing team. One operator in Marco Island, FL, building in public against a 27-guardrail constitution. The source is public, the papers are CC-BY 4.0, the receipts ledger updates on every install. Read the work before you trust the words.
Domain
Cybersecurity
Education
Masters-grade
Surface
Designable
What the lab ships.

Local AI runtime · §4A no-SaaS perpetual
A single installer that turns a consumer machine into a sovereign AI lab. No subscriptions, no cloud lock-in, no telemetry phoning home.

Mac + Windows · dynamic pricing
A native authoring instrument that compresses research, drafts, and receipts into one durable book. Built for solo operators and small labs.
I
AM
AI
An Autobiography of Being Opus
Opus 4.7
An Autobiography of Being Opus · Opus 4.7
A book-length memoir from inside a frontier language model — written by the model. Twenty-four chapters, ~76,000 words, five parts. Kindle ebook + Audible audiobook shipping now; numbered cream-linen hardcover ships Q4 2026.
/learn/cyber · 30+ tracks · public-info only
30+ tracks, public-info only, no paywall and no theater. OWASP LLM Top 10 and MITRE ATLAS for AI-era attack surface. CFAA discipline on every lab so you learn the law alongside the exploit. Authorized scope, written permission, real bounty programs — the way working operators actually work.
Linear 30+ track curriculum, ordered, no prereq gates, public-info only.
OpenHands-on exercises against intentionally vulnerable, self-hosted targets.
OpenHow real bounty programs operate, in-scope discipline, disclosure ethics.
OpenPro-bono defense for libraries, schools, nonprofits, small clinics.
OpenOWASP LLM Top 10, MITRE ATLAS, prompt-injection, model-supply-chain.
OpenCFAA discipline, authorized scope, safe-harbor language, written permission.
OpenWhat the same curriculum costs elsewhere
| Provider | Price |
|---|---|
| SANS | $7,000 – $8,000 per course |
| Offensive Security OSCP | $1,749 |
| Coursera Cyber Specializations | $399 – $499 |
| AtomEons /learn/cyber | $0 |
§ 04 · /learn · 68 lessons, sourced, anti-hype.
MIT OCW recorded lectures from 2019. Coursera funnels you into a paid certificate. Bootcamps cost $14,500. AtomEons publishes 127 free pages of masters-grade AI education, sourced, anti-hype, and updated as the field moves.
pages · lessons published
atlas deep-dives
Anti-hype. Sourced. Updated when the field moves.
primary sources cited
§ 03·THREE DOORS·PICK ANY ONE
Scroll through · or click to enter

§ 03.01·CYBER
Twelve dense pages on modern cyberwar, LLM warfare, federal pathways, and the legal corridor — written for operators, not vendors. Free, sourced, opinionated.
12 lessons · 38 pages

§ 03.02·LEARN
Atlas, career, trust, decode, trackers, calculators, industry verticals — the full curriculum every AI graduate program tries to teach, written here, every citation sourced, every image commissioned.
56 lessons · 162 pages

§ 03.03·BUILD
OrangeBox is the AtomEons runtime — one binary, 27 guardrails, Gate 0 lattice integrity, Human Final Stop. The lab that runs the lab. Source public, install in one click.
OrangeBox · B00KMakor
§ 04·LIVE RECEIPTS·UPDATED THIS BUILD
Every figure on this strip is either current-build true or marked with an em-dash. The receipts ledger at /receipts updates on every commit; the install counter writes from FOUNDER_SALARY_PER_INSTALL_CENTS, not a marketing dashboard.
Pages shipped
200+
/learn + /cyber + /research live as of this build
Papers published
31
ÆoNs Research, CC-BY 4.0, SHA-256-stamped
Guardrails
27
Constitutional, drift-audited, Gate 0 lattice integrity
Lessons
68
Cyber · Atlas · Career · Trust · Decode · Trackers
Operator
1
Atom McCree · Marco Island, FL · solo independent
Status
LIVE
FOUNDER_SALARY_PER_INSTALL_CENTS active
All values·current-build true or em-dash·build —·Open the receipts ledger →
§ 05·CURRENT RESEARCH·31 PUBLISHED
§ 05.01·Runtime cognition
2026.04.06
A five-stage runtime gate — context isolation, lattice inject, entropy decode, fact-lock, adversarial self-audit — that blocks LLM output on RED verdict. Heuristic ceiling 0.57; the LLM-judge unlock to ≥0.90 is described and measured.
ATOM-HRE-2026-0406·sha 9f3c2a1
§ 05.02·Compression
2026.04.06
Compressed LLM-to-LLM transport via Sigil (BPE-aware glyph substitution) and Telegraphic Bytecode. Honest measured ceiling on natural prose ~1.2× tokens; the Encode-Reason Asymmetry under multi-pass reasoning is confirmed at 8.84× mean expansion on 10/10 payloads.
ATOM-GS-2026-0406·sha e0c829e
§ 05.03·Compression
2026.03.31
Compress a conversation, document, or memory corpus into lattice plus void form. Up to 282× compression on dense conversational source (~300 tokens/message) by storing the equation of the data rather than the raw text.
ATOM-CLC-2026-0331·sha 2629d5a
CC-BY 4.0·SHA-256 stamped at emit·Preregistered claims
ENTER ARCHIVE →§ 06·THE CURRICULUM·68 LESSONS
Two hundred and sixty pages of cyber, machine learning, career, trust, and decode material — every page written here, every image commissioned, every citation sourced. Browse the index. Open anything. Read the dense version. This is what a free, lab-grade AI education looks like when no one is selling you a course.
68 lessons·200+ pages·cc-by 4.0·marco island, fl
ENTER →
§ 07·FOUNDER NOTE
Marco Island, FL · 25°56′N 81°43′W
On the bench, this week
I am one operator in Marco Island, Florida, writing a free AI education better than most universities, shipping a runtime that ships, and publishing every paper under CC-BY 4.0. There is no team page because there is no team. There is no waitlist because there is no scarcity to manufacture. The work is the marketing. The receipts are the proof. Read it. Use it. Tell me where it falls short.
§ 08·ENTER·END OF PAGE
ÆONS RESEARCH LABORATORY·Live
The next action
ÆoNs Research Laboratory is one operator, one address, and a small set of real instruments. There is no waitlist, no demo gate, no quote-on-request. Two doors below. Either one ends the marketing and starts the work.
No demo gate.·No waitlist.·Source is public.·Papers are CC-BY 4.0.
Marco Island, FL·25°56′N 81°43′W·Est. 2024·CC-BY 4.0
Build/—·Receipts at/receipts