Why Osmia works

The program can be rewritten

Much of everyday life happens automatically. We develop habits, expectations and familiar ways of interpreting the world, and once they have been repeated enough they require very little deliberate effort to keep running. One useful way of describing this comes from Kahneman’s distinction between fast, automatic cognition and the slower kind of thinking we use when we deliberately direct attention or make a considered choice. The model is a simplification, but the underlying point matters: deliberate attention is limited, while learned responses can run with very little effort.

That asymmetry explains part of the power of repetition. A behaviour that initially requires conscious effort can, through stable repetition, become increasingly automatic. Lally and colleagues showed this in their work on habit formation, while Wood and Neal describe habits as responses that become tied to recurring contexts rather than requiring a fresh decision each time. The same principle can work in either direction. We can inherit patterns from our environment, or we can deliberately practise patterns we actually want to become more available to us.

This is one of the foundational ideas behind Osmia. We do not need conscious control over every second of the day. We need ways of repeatedly bringing the things that matter to us back into contact with ordinary life, until they become easier to access there. A few minutes of deliberate orientation every day can matter precisely because the rest of the day is so often automatic.

The prospective mind

Psychology spent a long time explaining people primarily through their past. More recent work has paid much greater attention to something we are doing constantly: imagining, anticipating and organising ourselves around possible futures. In Homo Prospectus, Seligman, Railton, Baumeister and Sripada describe prospection as a central function of the mind. We do not merely respond to what has already happened; we are continually representing what might happen next and allowing those expectations to organise behaviour in the present.

That makes orientation important. The future we hold in mind influences which possibilities feel relevant now, what we prepare ourselves for, what we recognise as progress and how we interpret difficulty along the way. Osmia works with this through three connected movements. Direction holds the longer perspective. Intention asks how some part of that perspective should meet today. Reflection returns to what actually happened and lets experience modify the picture.

The relationship between them matters more than any one of them by itself. Direction without contact with reality can become fantasy. A day without any larger direction can be pulled entirely by whatever happens to demand attention first. Reflection closes the loop by allowing the life that was actually lived to influence what comes next. That movement from orientation to experience and back again is at the centre of Osmia.

Direction

Direction describes who you are trying to become more fully and what kind of life you want to move toward. It has no score and no finish line because its role is to orient rather than to measure.

Several bodies of research help explain why this form of orientation can be powerful. Self-determination theory has repeatedly distinguished between goals connected to intrinsic needs such as growth, relationship and meaningful participation in life, and goals organised primarily around external approval, status or reward. Identity-based motivation research shows that behaviour becomes easier to sustain when it feels connected to the kind of person we understand ourselves to be. Values-affirmation research finds that reconnecting people with personally important values can influence how they respond to challenge, while work on the best-possible-self exercise suggests that deliberately articulating a positive possible future can affect optimism and wellbeing.

Osmia brings those ideas into a single question: rather than deciding only what you want to achieve, what direction do you want your life to take? Once articulated, that Direction becomes part of the context surrounding the rest of the practice. It is available when an intention is chosen, when a difficult moment is explored, and when the longer patterns of a life begin to emerge.

There is another reason we prefer an orientation to a rigid destination. Human lives change. Opportunities appear that could not have been predicted, values deepen, and sometimes the route we imagined turns out to be the wrong one even though the underlying direction still matters. Research on psychological flexibility and goal disengagement supports the ability to adjust behaviour and let go of forms that are no longer working while preserving what remains meaningful underneath them. The image we have always liked is the surfer: direction matters, but so does the ability to read the wave that is actually underneath you.

Intention

Every morning Osmia asks a simple question: how do you want to meet the day?

An intention can be concrete, but it does not have to become a task. It might be to speak honestly in a conversation, stay curious when something becomes uncomfortable, give full attention to the person in front of you, or remember to enjoy a day that would otherwise disappear into logistics. What matters is that something is consciously chosen before the day has fully begun deciding what will receive your attention.

There is substantial research behind the relationship between intention, attention and behaviour. Work on implementation intentions shows that intended behaviour becomes more likely when it is connected to a particular context. Research on attentional selection shows that goals and expectations influence what becomes salient. Gross’s work on emotion regulation places early attentional and interpretive processes before later attempts to suppress an emotional response once it is already fully underway. Mindset research has shown that the way an experience is interpreted can influence both behaviour and physiological response.

Osmia places intention at the beginning of the day because that is where it has the largest field to work across. It creates a lens before the situations that will test it have arrived. The evening reflection then makes it possible to ask what actually happened: whether the intention stayed present, disappeared immediately, changed the way something was experienced, or turned out not to fit the day at all.

Over time, this becomes less about having a “good” day and more about learning how your own attention works.

Reflection

Experience alone does not always become learning. We can live through the same kind of situation many times without ever examining what was happening inside it. Reflection interrupts that repetition by asking us to put experience into words.

The evidence for reflective writing comes from several directions. Di Stefano and colleagues found that people who spent a short period reflecting on what they had learned subsequently performed better than those who simply continued practising. Expressive-writing research has repeatedly found psychological benefits from articulating difficult experience, while affect-labelling studies show that putting emotional states into words changes the neural response associated with them. Research on emotional granularity points in the same direction: the more precisely we can distinguish what we are feeling, the more options we have for responding to it.

Osmia’s evening reflection brings the morning intention back into view and asks what the day actually held. The person writes the answer. Over one evening, that may simply clarify something that felt vague. Across a month, the reflections create a record that memory alone would never preserve with the same detail. Across years, they become part of the material from which much larger patterns can be seen.

This is where reflection begins to connect to narrative. Human beings continuously construct meaning from what has happened to us, and those stories influence how we understand both the past and what seems possible next. Osmia keeps the original words close, so the story can continue changing as the person does.

Osmia Chat

Life does not wait for the evening reflection. Things happen in the middle of the day: an argument, a decision, a sudden fear, a question that will not leave, or simply a moment where another perspective would help.

Osmia Chat is built for those moments. The science underneath it comes from several traditions rather than one method. Cognitive reappraisal shows that changing the interpretation of a situation can change its emotional effect. Self-distancing research shows that stepping outside an immersed first-person perspective can reduce rumination and make broader patterns easier to see. At the same time, emotion regulation is deeply embodied. Slow breathing can influence autonomic state, movement has substantial effects across mental and physical health, time in nature affects stress and rumination, and interoception research shows how closely emotional experience is connected to the brain’s representation of bodily state.

Those routes are useful in different moments. Sometimes the person has enough space to see the situation differently. Sometimes the most useful thing is much simpler: breathe, move, orient to the room, walk outside, rest, or do something that changes the physical state before trying to solve anything.

This is one of the places where AI becomes interesting. Osmia can hold the person’s Direction, recent reflections, practices that have helped before, relevant parts of their history and the immediate words they are using now, then bring those different forms of context together in one response. The important capability is discernment: understanding whether this is a moment for perspective, a practical answer, a question, a practice, or simply space to articulate what is happening.

As the product develops, that discernment can become increasingly personal. The same practice does not help everyone, and the same person may need something entirely different six months later. A personal intelligence has the possibility of learning that difference from the life actually being lived.

Patterns

A difficult week can feel like a difficult life. A good week can make us believe something has finally changed forever. Memory is meaningful, but it is also heavily influenced by what is recent, emotionally intense and easy to retrieve.

A longitudinal record gives us another perspective. Patterns looks across what a person has actually written over time and searches for recurrence, change, contrast and exceptions. A theme that appears once is different from one that returns across six months. A belief that feels permanent now may look different beside a period in which the opposite was true. Something important may also be happening precisely because it has stopped appearing.

This builds on the same reflective and narrative research underlying the evening practice, but extends it across time. The value is not only identifying repetition. It is seeing movement. Which concerns remain? Which have changed shape? What tends to happen together? What preceded a shift? When was the apparent pattern absent, and what was different then?

That longer perspective is one of the places where personal AI can do something genuinely new. Human beings have always reflected on their lives. What we have rarely had is an intelligence able to remain alongside a record for years and continuously bring distant parts of it back into relation with the present.

The body, other people and the world outside the app

Osmia would be incomplete if understanding life became another reason to remain inside a screen. The evidence for wellbeing keeps returning to things that are fundamentally lived: relationships, movement, sleep, meaningful activity, time in nature, creative expression, shared meals, contemplative practices and forms of physical regulation such as breathwork.

Social connection in particular is difficult to overstate. Large-scale research has repeatedly linked strong social relationships with both wellbeing and physical health. Movement has substantial effects across mental and physical health. Nature can reduce rumination. Breath practices can influence physiological arousal. Yoga, meditation, music, creative activity and shared ritual each have their own evidence bases and long histories of being used because people found something valuable in them long before researchers began measuring the effects.

This is why the larger Osmia project extends into Experiences, trips, teaching and eventually physical spaces. The technology can help us remember what matters, recognise what supports us and carry context across time. The life itself still happens in bodies, places and relationships.

Where AI is going

The first generation of Osmia is arriving at the beginning of a much larger change in what personal intelligence can become. Model context is growing, memory is improving, reasoning across large bodies of information is becoming more capable, voice interaction is becoming natural, and multimodal systems are beginning to work across forms of information that used to remain separate.

Every one of those developments expands what Osmia can do. Longer memory means Patterns can eventually work across years rather than months. Better reasoning means more subtle relationships can be found across a much larger personal history. Voice allows context to be shared in moments where typing makes no sense. Wearables can eventually add another layer to that picture by bringing sleep, recovery, movement and physiological state into relation with the person’s own account of what is happening.

The result is a very different idea of personal technology. Instead of every interaction beginning almost from zero, an intelligence can gradually accumulate the context of a life. It can know what mattered a year ago, what changed, what has helped repeatedly and where the person now sees things differently. The more capable the underlying models become, the more of that context can be held together at once.

Osmia is being built for that trajectory.

Being in a world of increasingly capable machines

There is also a larger reason we care about this now.

As machines become better at the forms of cognition around which modern life has organised so much status and identity, questions about what makes a life meaningful become harder to postpone. Intelligence, productivity and output will not disappear, but they will occupy a different place in a world where machines can perform an increasing share of cognitive work.

Psychological research has never suggested that wellbeing depends primarily on outperforming other people. The strongest traditions in wellbeing research consistently return to relationships, autonomy, purpose, growth, engagement and the quality of experience itself. Flow research describes states in which absorption matters more than self-conscious evaluation. Self-determination theory places autonomy, competence and relatedness at the centre of healthy motivation. Research on presence repeatedly finds that our experience of life depends profoundly on whether attention is actually there for it.

We think increasingly capable AI makes these questions more important rather than less. The technology can take on more of the thinking, remembering, organising and synthesising. That gives us an extraordinary opportunity to use machine intelligence in service of the parts of life that still have to be lived by a person: choosing what matters, experiencing, relating, creating meaning, being present and changing through what happens.

That is the larger direction behind Osmia. The machines will think. Let them. Our work is to build technology that uses that intelligence to make us more available to our own lives.

Built on a large body of work

Osmia sits at the meeting point of research on attention, prospective cognition, intrinsic motivation, identity, implementation intentions, habit formation, reflection, expressive writing, emotional granularity, cognitive reappraisal, psychological flexibility, embodiment, interoception, movement, breath, social connection, narrative and neuroplasticity.

Those fields did not develop as a blueprint for Osmia. We have brought them together because they describe different parts of the same process we are interested in: how human beings orient themselves, experience a life, learn from it and continue changing.

The reference library below contains the studies and books that have most directly shaped the product. The list will keep growing as Osmia does.