AlphaPulse: A Roadmap for Building a Cellular Timing Foundation Model to Decode the Bioelectric Software of Life Working Paper v0.3Prepared for the ceLLM InitiativeCore Project: AlphaPulseMission: Build an open, falsifiable, experimentally grounded AI platform for reading, modeling, and eventually protecting the dynamic timing code of living cells. Dedication This work is dedicated to the children, […]
RF Safe
The ceLLM Initiative and AlphaPulse
A Cellular Timing Foundation Model to Decode the Bioelectric Software of Life Working paper v0.1Proposed by: The ceLLM InitiativeCore project: AlphaPulseMission: Build an open-source AI system trained on calcium, voltage, mitochondrial, redox, circadian, and electromagnetic timing data to model the living cell as a dynamic bioelectric information system. Abstract Modern biology has made extraordinary progress […]
Bulk ROS Readouts Are Blind to Calcium Timing Fidelity
Why the 2025 RPM studies do not disprove ELF-envelope disruption of calcium waveforms, Cyb5b signaling, or downstream ROS feedback The recent 2025 radical-pair mechanism (RPM) papers by Talbi et al. and Gerhards et al. are useful papers. They ask a real physics question: can weak telecommunication-frequency electromagnetic fields directly alter radical-pair spin chemistry enough to […]
The RPM Papers Are Right About the Wrong Question
Why direct radical-pair simulations do not close the calcium-timing window for non-thermal EMF biology Abstract Recent physics papers have argued that weak telecommunication-frequency electromagnetic fields cannot meaningfully alter reactive oxygen species through the radical pair mechanism. That conclusion is important, but it is often overstated. These papers mainly test a narrow pathway: whether the magnetic […]
A Genotype and State Dependent Bioelectric Response Framework for Electromagnetic Hypersensitivity
Humans Are Not Dosimeters A Genotype- and State-Dependent Bioelectric Response Framework for Electromagnetic Hypersensitivity Manuscript draft: Perspective / Hypothesis and Testable Research Framework Author(s): RF Safe | Version: 1.0 Abstract Electromagnetic hypersensitivity (EHS) is commonly evaluated through acute provocation studies that ask whether self-identified sensitive individuals can consciously detect radiofrequency electromagnetic-field (RF-EMF) exposure or develop […]
The Planaria Reversion: Why the Hardware Always Wins
The ultimate proof of this geometric hardware lies in the famous Planaria (flatworm) experiments. Researchers successfully engineered a modern flatworm to grow the head of an ancient, ancestral species simply by overriding its bioelectric signals. They hacked the bioelectric software. But within a few weeks, an incredible thing happened: the ancestral head reverted back to […]
How a CACNA1C Variant Reveals the Bioelectric Logic Layer of DNA
The Single-Letter Eclipse:Topology_Gated_Photonic_Redox_Control_Plane_ceLLM_Hardware_Matrix_RNA_Revision The 2025 NeuroImage study on 5G RF-EMF exposure, sleep spindles, and the CACNA1C gene is more than another paper about wireless exposure and sleep. It is a direct glimpse into something deeper: a single-letter change in noncoding DNA can alter the way the human brain processes electromagnetic information into bioelectric rhythm. That […]
A Single Letter Can Change the Body’s Bioelectric Rules: Why the CACNA1C 5G Sleep Study Strengthens ceLLM
Topology_Gated_Photonic_Redox_Control_Plane_ceLLM_Revised_CACNA1C The most important lesson from the 2025 NeuroImage CACNA1C 5G sleep study is not merely that some people respond differently to RF exposure. That is too small. The deeper lesson is this: A single-letter genomic difference can alter the way the human body’s native bioelectric system behaves, and that altered native system then responds […]
CeLLM: Solving the Two Headed Worm: Why Morphogenesis Is Probabilistic Physics
The tissue does not need to remember the whole worm. The current bioelectric gradient is the memory state. In regenerative biology, few experiments are more fascinating than the two-headed planarian. A normal planarian flatworm has one head and one tail. But under specific bioelectric manipulation, researchers can force the animal to regenerate with two heads. […]
Why Calcium Timing, Not Just Calcium Amount, Has Become the Real EMF Question
From a 60 Hz Gene Switch to an FDA-Approved RF Cancer Device: For years, the EMF debate was boxed into a crude binary: either a field heated tissue enough to matter, or it was biologically irrelevant. That framing is now under real strain. A 2026 Cell paper showed that a precisely defined electromagnetic-field program can […]
The Illusion of Cellular Telepathy: Why Your Biology Runs Like an Autonomous Fleet
When classical biologists look at a developing embryo, a healing wound, or a functioning human body, they see a highly synchronized, flawless dance of trillions of cells. Because they do not understand distributed network engineering, they assume one of two things must be happening: either there is a “master blueprint” orchestrating everything from the top […]
Low Fidelity Biology: RF Safe’s Testable Theory of Bioelectric Dissonance, Cellular Coherence, and the Future of EMF Science
For decades, the public debate over radiofrequency radiation has been trapped inside a narrow question: Does it heat tissue? If the answer is no, the default regulatory assumption has often been that nothing biologically meaningful is happening. That question is no longer sufficient. Modern biology is not simply chemistry taking place inside passive bags of […]
Fields, Photons, Water, and the Hard Problem of Biological Coherence
Life is usually described in the language of chemistry: molecules collide, enzymes catalyze reactions, genes are switched on and off, membranes open and close, hormones carry messages across tissues. That language is indispensable. But it is incomplete. Every molecule with charge creates an electric field. Every membrane with a voltage across it creates a field. […]
Fields of the Cell: The Electromagnetic and Biophotonic Architecture of Life
Life is not merely a collection of chemical reactions. It is an orchestrated dance of fields—electrostatic, electrical, and electromagnetic—that emerge from and guide the living process itself. At the molecular scale, charged groups on proteins, DNA, and lipids create complex local electric fields that dictate how molecules recognize and bind to one another. At the […]
Vector-Driven Local Inference and the Geometric Hardware of Cellular Intelligence
The emerging field of basal cognition has successfully demonstrated that cellular networks communicate, make systemic morphological decisions, and organize via bioelectric networks. However, the field remains conceptually constrained by classical biology’s insistence that DNA functions solely as a read-only linear dictionary for protein synthesis. This assumption creates a hardware-software paradox: it cannot explain how bioelectric […]
Biophotons: A ceLLM Hypothesis Linking Redox Chemistry, Bioelectric Timing, DNA Geometry, and Optical Work
Biophotons as Multitasking Feedback Signals in Cellular Intelligence: A ceLLM Hypothesis Linking Redox Chemistry, Bioelectric Timing, DNA Geometry, and Optical Work Abstract Ultra-weak photon emission (UPE), often called biophoton emission, is a reproducible biological phenomenon arising from oxidative metabolic chemistry. It has been observed across metabolically active systems, including bacteria, plants, animal tissues, and humans, […]
How DNA shape could store biological “weights and biases” in the ceLLM framework
The Geometry of Evolution For a long time, biology has described DNA as a sequence archive: a one-dimensional code that cells read out to make proteins. That view is still true, but it is incomplete. Over the last decade, 3D-genome research has shown that chromatin architecture is not decorative packaging. Chromatin loops, compartments, and topologically […]
Could Non-Native EMFs Skew Circadian and Metabolic Timing?
A Signal-to-Noise Hypothesis for Bioelectric Dissonance, Light Timing, and Metabolic Desynchronization Modern biology is usually discussed in terms of chemistry: hormones, nutrients, neurotransmitters, inflammation, and genes. But living systems are not governed by chemistry alone. They are also governed by timing. The body must know not only what signal to send, but when to send […]
The Study That Made RF Safe Inevitable
Thirty Years After Angel, the Bioelectric Pieces Are Finally Aligning By John Coates, Founder of RF Safe In 1995, my daughter Angel Leigh Coates came into this world and left it almost immediately. She died from a catastrophic neural tube defect. There are no words that make that kind of loss smaller. There is only […]
Bioelectric Dissonance: The Informational Collapse of Human Neurodevelopment
The Cakir et al. cortical-organoid findings and the Kim et al. CYB5B findings should be evaluated together. Cakir et al. show that RF exposure alters radial glia differentiation in human cortical organoids and that BET inhibitors rescue RF-induced developmental defects. Kim et al. identify CYB5B as an essential mediator likely acting as an EMF sensor […]
Executive Summary: Regarding Non-Thermal, Nonlinear, and Tissue-Specific EMF Risk, Public Law 90-602, and the FCC’s Unresolved RF Exposure Remand
Executive Summary Comments of John Coates, Founder of RF Safe Regarding Non-Thermal, Nonlinear, and Tissue-Specific EMF Risk, Public Law 90-602, and the FCC’s Unresolved RF Exposure Remand nonthermal_emf_comments_updated.pdf These comments are submitted by John Coates, Founder of RF Safe, to address a critical defect in the FCC’s continuing reliance on outdated radiofrequency exposure assumptions while […]
Executive Summary: Subject: Non Thermal, Nonlinear, and Tissue Specific EMF Mechanisms
Executive Summary for FCC Comments.pdf Submitted by: John Coates, Founder, RF Safe Subject: Non-Thermal, Nonlinear, and Tissue-Specific EMF Mechanisms The Federal Communications Commission (FCC) is currently operating under an unresolved 2021 mandate from the D.C. Circuit Court of Appeals, which found the agency’s reliance on 1996-era, thermal-only exposure limits to be arbitrary and capricious regarding […]
Non-Thermal, Nonlinear, and Tissue Specific EMF Mechanisms Now Require Immediate Investigation Under Public Law 90 602
Proposed FCC Comments Section Download, print, and share the PDF version here nonthermal_emf_comments.pdf Non-Thermal, Nonlinear, and Tissue-Specific EMF Mechanisms Now Require Immediate Investigation Under Public Law 90-602 The Commission should not expand federal preemption, accelerate deemed approvals, or further rely on existing RF exposure limits as a complete answer to health and environmental objections while […]
PBS Frontline “Currents of Fear” (June, 13, 1995)
The 1995 PBS Frontline documentary “Currents of Fear” (produced by Jon Palfreman) provides a balanced, in-depth examination of the heated public controversy over whether extremely low-frequency electromagnetic fields (EMFs) from power lines and electrical infrastructure cause cancer—particularly childhood leukemia. Airing amid growing citizen activism, inconclusive science, and multimillion-dollar research efforts, the episode contrasts the lived […]

