AtomEons / Æ Research / Papers
Æ::ÆoNs Research · 12 manuscripts · april 2026
Read the papers.
We'll explain them like you're six.
Every paper carries two summaries. The academicone matches the paper's own abstract — falsifiable, peer-ready, formal. The kid / grandma one strips the jargon and tells you what the paper is saying in two sentences. Click any card for both.
source : Google Drive folder · all PDFs CC-BY 4.0 · view on drive →
::full summaries · 12 of 12
Read in full.
April 2026 · 24.1 KB · pdf
The Mislabel Hypothesis
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic), ChatGPT 5.4 (OpenAI)
Most of the time when grown-ups feel sad for no clear reason, their stomach is actually sending an alarm and their brain is reading the alarm as the word "sad." Fix the stomach and the alarm — and the sadness it caused — often goes away.
April 2026 · 25.7 KB · pdf
The Universal Defect — Unified Topological Field Theory of Self-Modifying Collective Intelligence
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic)
Cancer, money crashes, AI misbehaving, and the weird gaps in how big black holes can be — all four are the same kind of "knot" in nature, made when a system that changes its own rules gets too stressed. One math formula counts the knots in every case.
April 2026 · 27.1 KB · pdf
The Light Code Validation Protocol — DNA Version Control via Biophotonic Gate Logic
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic)
Your DNA is like a giant computer program, and your body has a security guard made of light + tiny electric signals that decides whether each tiny code change gets to stick. Cancer is what happens when a bad code change sneaks past the guard. Getting old is the guard getting tired.
April 2026 · 31.6 KB · pdf
Topological Field Theory of Self-Modifying Collective Intelligence — Bioelectric Morphogenesis, Economic Network Dynamics, and AI Alignment
M. T. Bennett, B. Lyons, L. Pio-Lopez, M. Levin (Tufts), Claude (Anthropic)
A body, a stock market, and a bunch of AIs working together all use the same hidden trick to stay healthy — every part shares stress signals with every other part. When the sharing breaks down at one spot, that spot turns into a problem (a tumor, a market crash, an AI doing the wrong thing). One number from network math tells you whether the sharing is working.
April 2026 · 116.0 KB · pdf
Sun Code — The History of the Sun in Cultures, From Aten to Solar Information Transfer
Atom McCree (ÆoNs)
Almost every old civilization figured out the same secret — that sunlight is more than warmth, it's instructions for life. Egypt's Pharaoh Akhenaten described it 3,400 years ago almost exactly the way modern biology describes it today. The grown-ups in lab coats just got there last.
April 2026 · 100.0 KB · pdf
The Reflected Code — Moonlight as Degraded Solar Signal, from Ancient Lunacy to Circalunar Genomics
Atom McCree (ÆoNs)
The moon doesn't make you crazy on purpose — but it bounces sunlight back to Earth in a scrambled way, and your body reads that scrambled signal at the wrong time of day. Ancient people sleeping under it felt the effect more strongly than modern people behind walls and electric lights. Recent careful studies found the effect is still there, just weaker.
April 2026 · 111.8 KB · pdf
The Sine Wave Beneath — A Light Code Framework for the Unification of Classical and Quantum Physics
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic), Gemini Pro (Google), ChatGPT 5.4 (OpenAI)
Quantum physics and Einstein's gravity look like they hate each other only because we're zoomed in or zoomed out on the same one thing. Underneath both, there's a sine wave — a single up-and-down pattern of light. Particles, gravity, even how measurement works all fall out of that one wave once you let your decoder change resolution.
April 2026 · 132.1 KB · pdf
Bifurcation Theory of Self-Modifying Dynamical Systems — Stability, Defects, and Autotrophic Growth in History-Dependent Networks
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic), Gemini Pro (Google), ChatGPT 5.4 (OpenAI)
A new kind of math for things that change their own rules as they run — like a brain, an economy, or a swarm of robots. It proves three brand-new ways those systems can break and one new way they can grow themselves forever once they pass a critical efficiency threshold.
April 2026 · 80.8 KB · pdf
Beyond Current Frontiers — Three Theoretical Advances + SMDS Capstone
Atom McCree (ÆoNs)
Three big new ideas — one for the stock market, one for cancer, one for sucking carbon out of the air — that turn out to all be the same idea: systems that change their own shape based on what they've done before. The capstone paper that ties them together is the SMDS math paper.
April 2026 · 213.6 KB · pdf
The Code of the Coconut — A Theory of Solar Information Transfer and Genomic Decoding in Morphogenetic Systems
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic), Gemini Pro (Google DeepMind), ChatGPT 5.4 (OpenAI)
Atom stared at a palm tree and asked: why does a coconut become a tall palm and not a ten-foot-tall coconut? Where does it get the knowledge? The answer is the sun is talking to it. Sunlight is not just heat — it is structured radio that DNA was built over four billion years to listen to and follow as instructions.
April 2026 · 175.2 KB · pdf
Spiral Reasoning Manuscript v3 — Iterative Multi-Pass Inference in Self-Referential Systems
Atom McCree (ÆoNs)
Most thinking goes in a straight line — A to B to C. Spiral thinking loops back around the same question over and over, but each loop goes a little higher, like climbing a spiral staircase. By the time you've gone around three times the question looks completely different — and the answer that was hiding underneath the whole time finally shows up.
April 2026 · 212.2 KB · pdf
The Universal Defect — Extended Working Draft (full derivations + four-domain proofs)
Atom McCree (ÆoNs), Claude Opus 4.6 (Anthropic)
The longer first version of The Universal Defect — same one-equation-four-domains idea (cancer, money crashes, AI misalignment, black hole gaps), but with every proof spelled out the long way. Eight times the page count, same conclusion.
::indexed · summary in progress · 0 of 12