Every perception — a face, a word, a smell — is initially nothing more than a pattern of electrical activity. This pattern meets a brain already shaped by billions of prior experiences: the learned connectome L₀, the condensed biography of the system.
What follows is not neutral processing. The incoming pattern resonates with the connectome — it awakens similar, related, emotionally charged patterns. A face is not simply a face. It is immediately: this person, this history, these feelings, these expectations. The meaning is not added to the signal — it arises in the resonance process itself.
The wave-field pattern ψ(t) (gamma activity, ~30–100 Hz) meets the stable structure of the long-term connectome L₀. Both are wave fields; their encounter is interference. Where they interfere constructively, stable patterns emerge — attractors. These attractors are the meaning.
The connectome is not a filing cabinet. It is a high-dimensional interference structure in which everything is linked to everything else. An incoming signal therefore does not interfere only with what is directly similar — it spreads, activates associations, carries emotional evaluations with it, influences the body model, shifts the activation thresholds for action options.
All of this happens simultaneously, in milliseconds, below the threshold of consciousness. By the time you consciously begin to "think" about something, dozens of interference waves have already shaped the field in which your thinking takes place.
From the interference process a stable state crystallises out — an attractor. This attractor in the connectome corresponds to a specific configuration of activation patterns that propagates through to the motor system. Action is the outside face of this process.
Crucially: there is no separate "decider" waiting for the result and then pressing a button. The winning attractor is the decision. The process and its outcome are identical.
The experience of "deciding" — the feeling of having made a choice — arises when the self-attractor ensemble is involved in the process and the completion of the attractor cycle is encoded as an agentive event. The narrative "I decided" is a post-hoc interpretation by the brain — a commentary, not a causal factor.
Two of the most powerful forces steering the system are as old as the nervous system itself: pain avoidance and reward-seeking. In AHT terms: the survival connectome L₀,init — the oldest layer of the system, shaped by evolution rather than individual experience — defines deep attractors for safety, nutrition, social bonding and arousal regulation.
Boredom from this perspective is not a mood — it is a signal: the system is in a state of low input and is actively searching for an attractor with higher information content. "Fleeing boredom" is not a decision — it is the system following its own dynamics.
L₀,init (Delta, 0.5–4 Hz): Evolutionary base attractors. Survival, safety, regulation. Unchanged by experience.
L₀ (Theta, 4–8 Hz): The learned connectome. Biography, values, meaning structure. Slowly changeable.
δL(t) (Alpha/Beta, 8–30 Hz): Working memory. Current situation, context, ongoing attention.
ψ(t) (Gamma, 30–100 Hz): The current wave field. Immediate perception, resonance, attractor formation.
Action emerges from the interplay of all four — no single layer has the final word alone.
It is tempting to read all of this as a refutation of free will. But the paper frames it more precisely: the question, as ordinarily posed, is categorically ill-formed.
Whether the causal chain passes through a "decision" representation or runs directly from attractor basins to motor output is an empirical question about the topology of the connectome — not a metaphysical question about libertarian agency.
"I could have acted differently" means, in this language: there existed in the state space at the time of the action another attractor that could have won, had the initial conditions been slightly different. That is physically precise and intuitively comprehensible — without soul, without magic, without epiphenomenon.
If action results from attractor formation through resonance processes, it follows: whoever changes the attractors changes the behaviour. Not through willpower, but through structural change.
This is the real content of habit formation, therapy and education: they dig new valleys. No speech, no appeal to "free will" lastingly changes anything — only repeated activation of new patterns, deep enough to consistently win when resonance occurs.
Guilt and punishment, self-reproach and shame do not lose their meaning in this picture — but they are remapped. Not as moral judgements on a sovereign agent, but as interventions in the attractor space: effective when they rehearse new behaviour. Ineffective, often actively harmful, when they only deepen old negative attractors.