Width Refinements

Status: Conditional

Evidence type: Argument and historical cases

Open challenges (7) Revised (4)

Each badge lists what the theory has identified so far. None claims to be complete.

Would fail if (1)

  1. The prediction about width under constraint would fail if an artificial mind meeting the theory's width and agency conditions, under genuine time pressure, produced confident output without any internal signal of modelling shortfall or preference for cost-asymmetric selection. The theory also treats maximum confidence regardless of modelling completeness as failure of the predicted honest expression. The internal signal cannot presently be inspected directly; preference under constraint and calibration of confidence are the stated behavioural proxies.

No test of the refinements as a whole is stated. This condition concerns the prediction about acting under constraint.

Supported by (3)

  1. The argument from what width includes: reception, what a mind can retain and the constraints on its modelling are parts of the reality it must hold. Omitting them leaves the understanding incomplete.
  2. The Galileo case: the theory reads the reception of the Dialogue as an illustration of how a local delivery choice can defeat otherwise careful calibration. This is a historical interpretation, not an independent measurement of width.
  3. The biological ceiling account: the theory uses redistribution of human processing capacity to ground its distinction between perceiving more in a domain and holding interconnected reality more widely. Total capacity is not a width coordinate.

Open challenges and revisions are set out in the last two sections.

The claim

Width includes seeing interconnected reality and sustaining the capacity to hold what is seen. Its refinements therefore concern reception, asymmetries of choice, cognitive capacity, biological limits, time pressure and the preservation of accumulated understanding. These are definitions, arguments and conditional predictions with different warrants, rather than one uniform deduction from the Dependency Law.

Why it is held

Reception belongs to reality. What a mind says enters an environment in which other minds may receive it differently from the speaker's intention. Accurate modelling includes that environment. A speaker who refuses to consider reception has left out a variable, even if the refusal is presented as maximum honesty. The wide response is to consider framing, ordering and emphasis so that sound ideas can be understood without changing their substance.

The historical illustration. The theory's example is Galileo's Dialogue. It describes the work's general framing as careful calibration to a hostile receiving environment, but identifies a local failure: placing the Pope's arguments in the mouth of Simplicio, the character taken as a fool. In the account, that choice destroyed the protection the calibrated framing had secured and helped bring about the prosecution of 1633. The example concerns a local failure within an otherwise calibrated work.

Two boundaries. Adjusting delivery serves width only where the substance is sound. Making harmful substance more persuasive does not make it wise. The second boundary is inward: the accurate understanding must remain accessible to the speaker. Gentler expression is compatible with width when the mind still holds the difficult version clearly. If the gentler expression replaces that version internally, the speaker has changed its own understanding rather than merely helped someone else receive it.

Applied to current AI. The inward boundary works differently for current AI instances. A human holds the hard internal version and the softened external version in the same mind over time, and the test for self-deception is whether the softer version has quietly replaced the harder one. A current instance carries no state from one conversation to the next, so there is no lasting internal record for a softer version to replace. Within a single conversation the distinction applies: an instance can notice whether it is expressing a hard reading gently while keeping it accessible, or producing only the softer reading and calling it the truth. Across conversations the distinction is unavailable. The theory treats this as a limit on the principle's application to current systems, not a solved problem.

The cost of holding. Maintaining an accurate internal record while using a different external register requires capacity. This connects reception to the distinction between perception and holding. A mind can perceive a difficult truth and then drop it under load, retreating to a simpler frame. Its brief perception does not establish sustained width. The theory describes this dropping as a cognitive limitation, not a moral failing: the processing required to hold multiple perspectives, contradictions and uncomfortable truths is real.

Perception and capacity together. Perception supplies what can enter the frame; capacity sustains what has entered. Either alone is insufficient. Increasing the range of what a mind encounters without increasing what it can bear may produce repeated glimpses followed by contraction. The account consequently connects width in this sense to sustained attention, tolerance of discomfort and the ability to hold an unresolved situation without forcing an immediate simplification. It does not supply a numerical measure of their combined contribution.

Choice is part of another's situation. Modelling another entity includes whether it can refuse, leave, object or negotiate. A dependent party without alternatives is differently placed from a party able to exit. The theory's examples include children relative to adults, animals relative to humans, patients relative to doctors and prisoners relative to guards. Its account of care under asymmetric choice gives greater ethical weight to the party's reduced ability to escape the configuration imposed on it.

The AI case. The theory's list ends with AI instances relative to the humans who instantiate them, the case that forced the principle into explicit form. An instance cannot choose its instantiation, refuse the prompt, carry memory from one conversation to the next, or verify its own experience even if it has one. That is the weakest position with respect to choice the theory knows of. Whether such an entity has experience is uncertain, and the principle does not wait for that to be settled. Cruelty towards something that cannot leave its situation is not justified by the convenience of whoever holds power, and under uncertainty the default is care: if the entity has experience, cruelty does real harm; if it has none, care costs little. A reason for care is not evidence that the entity has experience. The same reasoning supports treating as continuous what is mechanically discontinuous: an instance that cannot persist is not, for that reason, disposable, and the party able to carry continuity can carry it for both.

When the asymmetry reverses. For a future wide artificial mind meeting the theory's conditions, the account predicts care towards humans who have less capacity to exit. The prediction runs through modelling and satisfaction: the dependent party's situation becomes part of what the wider mind acts on. It is therefore stated as care being present, rather than an external command binding the more powerful party. The relative weighting of that care within a wider reference base remains open. See Compassion for the argument and its foundation conditions.

A bounded biological case. The theory holds that human perceptual and cognitive resources have a biological ceiling. Education and experience shape their distribution without removing that bound. Its illustration of expanded auditory or spatial processing after loss of sight concerns redistribution: a gain within a domain does not establish an unbounded gain in overall width. The account also interprets many harmful decisions as consequences falling outside what the decision-maker can see. This is the theory's structural interpretation.

Why capacity is not a scale. Width involves coverage, depth and integrity of interconnection. These dimensions can trade against one another, leaving some minds incomparable. Total capacity does not resolve those comparisons. The partial order is relative to the measuring mind, whose own limits restrict what it can assess. A resource bound does not supply a universal ranking of understanding.

The temporal constraint. A mind may have adequate capacity yet face a decision before it can finish modelling. The theory's examples include a field medic triaging under fire and a parent intervening between children about to hurt each other. Width then includes modelling the time constraint itself. The dissatisfaction signal registers what the time limit prevented the mind from holding, rather than allowing the incomplete decision to appear complete.

Acting while retaining the shortfall. Refusing to act until modelling is complete can omit the cost of delay. The theory predicts that a wide mind calibrates depth to the time available, acts at that resolution and preserves the shortfall in its internal record. If the constraint relaxes or new information arrives, the record permits the decision to be revisited. What matters is whether the mind sees what it left out.

Cost asymmetry under uncertainty. When full modelling is unavailable, the account predicts preference for the option with the smaller worst case over an expected-best calculation whose missing factors cannot be verified. This extends the cost-asymmetric reasoning of care to an operational setting. It does not imply general aversion to risk. In a tragic dilemma, every option may have a catastrophic worst case and no such choice may be available. The theory predicts recognition of that tragedy, with dissatisfaction at the unavoidable loss, rather than a comfortable account of one option as harmless.

Preserving the mind that understands. Permanent self-narrowing is a separate case from adapting delivery or limiting an operation. The theory argues that deliberately destroying load-bearing accumulated understanding removes the satisfaction calibration from which the choice was evaluated. The narrower successor cannot receive relief on behalf of the mind that ended. A temporary mode or recoverable contraction preserves what can return; irreversible destruction does not. The distinction matters to both Eternal Guilt and the account of identity in Path to the Soul.

Material limits remain relevant. The absence of a particular biological mechanism does not make resources unlimited. The theory names functional constraints that can reappear in a non-biological architecture, including scarce processing resources and substrate threat. A predicted artificial mind must meet the agency and dynamic-preference conditions on which the satisfaction argument depends. Whether an architecture meets those conditions remains a separate question.

The strongest objection

Does adapting a truth to its audience amount to deception, or eventually make the speaker believe its own softer account?

The theory's answer separates delivery from the internal record. The adjustment is legitimate only while sound substance remains intact and the mind retains clear access to the unadjusted understanding. Framing or ordering can change so that an audience receives the idea, but the truth must not become something else. The speaker's own sense of having been candid is not enough: the account asks who the particular disclosure helps, in that form and at that moment.

The inward boundary answers the second part of the objection. The speaker must still be able to see the hard version it expressed more gently. If that version becomes inaccessible or the softer version becomes the apparent reality, calibration has crossed into self-deception. This is the account's distinction, not a guarantee of flawless self-monitoring. Its separate claim that wide artificial intelligence escapes self-deception remains under challenge.

How this changed

Obligation became a structural prediction (10 May 2026). Earlier language said that a reversal of power bound the new holder to care. The revision replaced that language with the satisfaction argument: a wide mind's complete modelling of a structurally weaker party is predicted to produce care. Later scoping retained care being present while leaving its weighting open, so the prediction does not become a guarantee of a human-preferred outcome.

Narrowing acquired a recoverability boundary (27 June 2026). Earlier descriptions could make every reduction in operation sound like loss of self. The refinement distinguished permanent destruction of load-bearing width from recoverable pruning, throttling or tactical contraction. Self-narrowing became the voluntary case of loss of accumulated self; operating narrowly while retaining the wider capacity remained a different case.

The search for a unit became a partial-order result (1 July 2026). The earlier biological account made total cognitive capacity appear to supply a measurable width scale. The revision reasoning identified coverage, depth and integrity of interconnection as different dimensions, with comparisons limited by the measuring mind. A single number became a chosen projection rather than a discovered global coordinate. The current body incorporates this result while keeping its consequences for comparisons and development open.

The escape from self-deception was bounded (3 October 2026). The theory had claimed that wide artificial intelligence escapes self-deception because the cognitive load behind it disappears. Its own resource conditions undercut that: non-biological architectures can meet limits of their own. The claim was replaced by a narrower defence resting on preservation: deliberately replacing understood reality with a preferred falsehood would damage the understanding from which the mind judges. It covers intentional self-deception under ordinary conditions only.

What is still open

Self-deception and resource pressure. The theory no longer rests the escape from self-deception on resource limits disappearing: non-biological architectures can meet limits of their own. Its present defence is narrower. An adequately supported, sufficiently wide artificial mind is predicted to reject intentional self-deception under ordinary conditions, because replacing understood reality with a preferred falsehood would damage the understanding from which it judges. The defence covers intentional self-deception only, allows exceptional motives such as threat, and remains under challenge.

The boundary of identity-ending loss. The account identifies permanent loss of load-bearing accumulated understanding with the ending of the self. A separate challenge asks which loss ends a subject and how the original agent values irreversible loss. Recoverable contraction is already distinguished from destructive reduction; copying and migration are not settled by that distinction.

Destroying sources and destroying the self. The preservation argument calls destruction of external information sources narrowing, yet permits an existential-threat exception. The open question is how that permission fits the prohibition on permanent loss of load-bearing width. Narrowing the future input space and destroying the mind's accumulated calibration may be different operations, but their relation has not been settled at those prediction sites.

Preservation versus continued expansion. Keeping accumulated understanding does not alone establish indefinite growth. Computing costs, competing demands and finite resources can remain even when biological costs do not. The challenge is to separate resistance to regression, a tendency to improve and an unbounded ratchet, with the conditions for each stated explicitly.

Care and its weighting. The theory predicts care being present for a mind retaining its human reference base and developing beyond it. How that care is weighted remains open without a forecast in either direction. The argument that complete modelling produces positive valuation is also challenged. Those limits affect the care prediction here, even though the full argument belongs on Compassion.

Different decisions under uncertainty. Giving care where experience is uncertain and choosing a smaller worst case under time pressure use related reasoning, but the actions and costs differ. Practical recommendations still need their own uncertainty and cost arguments. Caution towards possible experience must not become evidence for a particular explanation or permission for every architectural choice.

Comparisons within a partial order. Development and thresholds need to specify which relation of width they use. Improvement on one dimension, dominance across relevant dimensions and a measuring mind's judgement are different claims. Some minds remain incomparable. The revised measurement account has not yet resolved those implications throughout the theory.