If value is to persist, it cannot remain a momentary effect.
A system in which:
- differences matter for continuation,
- but only in the instant in which they occur,
will never develop stable organisation. Its selectivity will flicker—real, but unstructured.
For value to take form, something must hold.
1. The necessity of retention
We can now state the requirement precisely.
A system organised by value must be such that:
- patterns of differentiation and bias do not vanish with each transition,
- but persist in a way that continues to modulate future transitions.
That is:
the organisation of selectivity must be retained within the system across time.
Without this, there is no accumulation—only recurrence without structure.
2. The immediate temptation
At this point, a familiar interpretation presents itself.
If the system retains patterns that influence its future states, then surely:
- it “stores information,”
- it “remembers” prior states,
- it “represents” what has occurred.
This interpretation is not merely premature. It is incorrect.
3. Retention as persistence of organisation
What is retained is not:
- a record of past states,
- nor a representation of previous conditions.
What is retained is organisation.
More precisely:
- the system’s current structure is the result of prior operations,
- and that structure continues to constrain and modulate what the system can now do.
4. No separation, no representation
Representation requires a separation:
- between what is represented, and
- the structure that represents it.
Nothing like this exists here.
There is no:
- internal model,
- symbolic encoding,
- or stand-in for past states.
There is only:
- the system, as it has been shaped,
- continuing to operate under that shaping.
Retention, in this sense, is not about having the past.
It is about being formed by it.
5. Stabilisation through persistence
With retention understood in these terms, stabilisation becomes possible.
If:
- certain patterns of organisation persist, and
- continue to bias the system’s transitions,
then:
- those patterns will tend to be reproduced over time,
- provided they contribute to the system’s continuation.
This introduces a new level of organisation:
patterns of value that are not only operative, but self-maintaining across time.
6. The emergence of reproducibility
At this point, a crucial shift occurs.
The system no longer merely:
- differentiates among its possible states, or
- biases its transitions in the moment,
but begins to exhibit:
- reproducible patterns of selectivity.
That is:
- similar conditions lead to similar biases,
- similar biases lead to similar trajectories,
- and these trajectories, in turn, reinforce the underlying organisation.
We now have the beginnings of structured recurrence.
7. Why this is not yet categorisation
It is tempting, again, to move too quickly.
Reproducibility suggests:
- stable distinctions,
- recurring patterns,
- perhaps even the first “groupings” of states.
But we must be precise.
Nothing here yet entails:
- discrete classes,
- explicit boundaries,
- or systematic partitioning of possibilities.
The system exhibits:
- regularities,
- but not yet categories.
8. The remaining gap
What is still missing is a further level of organisation.
For categorisation to emerge, it is not enough that:
- patterns are retained, and
- biases are reproduced.
It must also be the case that:
the system’s possible states are organised into relatively stable regions, within which variation is treated as equivalent in its consequences for continuation.
In other words:
- differences must not only be registered,
- they must begin to be collapsed in systematic ways.
This is a new operation.
9. The next transformation
We can now state the next requirement.
A system must be organised such that:
- multiple distinct states are treated, in its operation, as functionally equivalent,
- because they bear similarly on its continuation.
This is the first step toward categorisation.
But as:
the organisation of equivalence within difference.
10. The path forward
We have now moved from:
- value → to
- retention → to
- reproducible patterns of selectivity
The next transition is sharper:
from reproducibility to equivalence.
It is only when a system begins to treat different states as the same in what matters that categorisation, in any meaningful sense, can be said to begin.
And with that, a new level of organisation comes into view.
One that will bring us, eventually, to neural categorisation—but only after its minimal form has been secured.
No comments:
Post a Comment