Research
Research helps AATAM ask precise human questions. Its authored map guides the exploration; it does not tell us what your response means.
Research helps AATAM ask precise human questions. Its authored map guides the exploration; it does not tell us what your response means.
Published foundations · AATAM’s map · Open questions
Research on habit helps explain why knowing what you want to do and responding that way can differ. Aayush drew on published work to map recurring concerns around belonging, worth and safety. AATAM uses that original framework to design choices you can enter and revisit.
See the method
AATAM’s original framework
AATAM draws on research into belonging, status and safety to ask questions about everyday choices. What might a response offer or protect? What does it cost in this situation?
Belonging and status matter in human social life. AATAM’s Belonging and Worth patterns explore that pull today: an automatic yes, a view left unsaid, work kept back until it feels perfect.
Baumeister & Leary · 1995 Neel and colleagues · 2016Protecting ourselves is a human survival concern. AATAM’s Safety patterns explore how it appears today: holding control, checking again, or keeping every option open. What does that protect—and what does it prevent?
Carleton · 2016Agreeing can be an act of generosity and preserve a connection. It can also give away time you need. Saying no protects that time but may disappoint someone. AATAM invites you to explore both sides before choosing what to practise.
Wood & Rünger · 2016From AATAM’s research to your experience
AATAM’s original framework connects two survival concerns—the group and the unknown—to Belonging, Worth and Safety, and nine recurring patterns. Imagine needing to speak up while your team disagrees: concern for belonging may shape the response that arrives. An immersive puts you inside a choice like this. Afterwards, explore whether the response is familiar, what it expects to prevent or provide, and what supports that expectation here. Consider benefits, peace and progress costs, and credible alternatives.
The evolutionary foundation: Kenrick and colleagues · 2010 and Neel and colleagues · 2016. The three dimensions, nine pattern families, 59 exact cards and nine skills are AATAM’s authored framework; the cited authors did not evaluate it. The map offers possibilities to explore. It does not establish a universal cause for your response.
Past learning shapes expectations about the world and the body. Predictive-processing accounts describe perception as an ongoing exchange between those expectations and sensory evidence.
An expectation and new evidence do not always carry equal influence. Precision describes their estimated reliability. This is a technical idea about weighting information, not a measure of how certain a person sounds.
In active-inference accounts, an organism can update its expectations and act to change what it encounters. Perception and action are part of a continuing loop.
A theoretical account, simplified. Read Friston’s 2010 review
These theoretical papers examine flexibility in specific clinical and psychedelic-research contexts. The entropic-brain hypothesis draws on neuroimaging with psychedelic drugs. REBUS models how psychedelics may alter the weighting of high-level expectations. Canalization describes entrenched thought or behaviour in psychopathology. Together they ask how expectations become rigid or flexible. They do not show that stories, rehearsal, meditation or AATAM produce those drug-related neural effects or rewire the brain.
Hebbian plasticity describes a learning principle: coordinated neural activity can strengthen connections. It helps explain why experience matters to learning, but it does not show that an AATAM immersive rewires the brain or produces a lasting change. Read the paper on Hebbian plasticity
Explore an idea
See the idea. Read the original paper. Open the explanation when you want more.
Breathing & physiological arousal
Physiological arousal is how activated your body is. Structured breathing is one way researchers study changes in that state.
A 2023 randomised trial compared daily five-minute breathing practices with mindfulness meditation over one month. Breathwork, especially exhale-focused cyclic sighing, improved mood and reduced respiratory rate more than meditation. AATAM uses breathing where it suits the experience and its protocol, with normal breathing always available. That is a design choice informed by breathing research; this study did not test AATAM’s opening or show that one session resets the nervous system.
Prediction & active inference
Expectations and incoming signals work together in accounts of perception, learning and action.
Karl Friston’s free-energy principle offers a theoretical framework connecting perception, learning and action. Predictive processing has open questions and competing accounts; it does not establish an AATAM outcome.
Emotion, prediction & the body
A racing heart can feel different before a presentation or a celebration. These theories ask how body signals, past experience and context help shape what you feel.
Lisa Feldman Barrett’s theory of constructed emotion proposes that the brain uses past experience, including learned concepts, to make sense of sensations in context. Barrett and W. Kyle Simmons propose a model of predictions about the body. Anil Seth and Karl Friston offer a related account of bodily feeling, emotion and selfhood. These are distinct theoretical accounts, with questions still being tested; they do not show that emotions are deliberately chosen or establish AATAM’s effects.
Habit & deliberate choice
Responses repeated in familiar settings can become more automatic.
Wendy Wood and Dennis Rünger review how habits develop and work alongside deliberate choice. A familiar setting can cue a learned response even when someone intends to act differently. This is not a verdict on character. When AATAM says subconscious patterns, we mean familiar responses you may follow without deliberately choosing them.
Mental rehearsal
Mental rehearsal means imagining an action before carrying it out.
A 2021 meta-analysis by Cole and colleagues found that mental simulation can influence later behaviour across the tasks studied. This is a separate line of evidence from Seth and Friston’s work on prediction, and does not establish AATAM’s effects.
After a story, AATAM invites you to explore your own response and its trade-offs. Mental rehearsal is one possible form of chosen practice. Dedicated AATAM rehearsal recordings remain future work; component research does not establish their effects before they are produced or evaluated.
Sport research and military training offer further precedents. They do not establish AATAM’s effects.
Evaluation and open questions
Published studies inform the foundations. AATAM’s nine-pattern map and full immersive method are its own contribution. The complete method has not yet been evaluated for lasting behaviour change; citing a researcher does not imply their endorsement.
Predictive processing studies how prior expectations and incoming information interact. Precision concerns the weight given to different signals. These are research frameworks, not a way to read an individual’s mind.
Three dimensions—Safety, Worth and Belonging—nine pattern families, 59 exact cards and nine skills form AATAM’s authored framework. It guides precise human questions across different immersive formats. Your response, its possible familiarity, expectations, current facts, benefits and costs ground any chosen practice.
Studies of habits and mental rehearsal support the ideas that learned responses can become automatic and that imagining an action can influence later behaviour. Predictive-brain theories offer accounts of perception and feeling. These are distinct foundations, not tests of AATAM’s complete method. Individual outcomes, lasting change and neural rewiring through AATAM have not been established.
We invite you to notice your automatic choices, understand their trade-offs and impact, then decide what, if anything, you want to practise. We do not claim to diagnose your subconscious or demonstrate neural rewiring.
The US National Cancer Institute summarises research on when intentions become action and the use of specific if–then plans.
Read the source ↗Salimpoor and colleagues (2011) measured dopamine release during intense pleasure from music. This concerns the music and participants studied, not a guaranteed response to any recording.
Read the source ↗AATAM’s writing
Read Aayush’s published writing through the library. Research notes and papers are identified by their actual publication status there; an unpublished method paper is not evidence of an evaluated product.
Choose an immersive and a time to begin. The research stays here whenever you want to look deeper.
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