claim

active

claim:the-evaluative-process-central-to-learning-is-identical-to-conscious-experience

The evaluative process central to learning is identical to conscious experience

The central thesis of the paper: that valence just is goal-relative prediction error

Source paper

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Why Learning Requires Feeling

(2026) · Cameron Berg

Neighborhood — ranked by edge-count

Papers (1)

paper

Why Learning Requires Feeling
introduces

Hypotheses (3)

hypothesis

If the internal representations corresponding to signed evaluation could be identified and their sign inverted, learning dynamics and experiential reports should invert together
associated_with
Third falsifiable prediction: any dissociation between inverted learning and inverted valence report would disconfirm the identity
Selectively ablating components responsible for computing goal-relative error should simultaneously prevent policy updates and eliminate coherent valenced experience reports
associated_with
First falsifiable prediction of the thesis, testable in AI systems via mechanistic interpretability
Training identical architectures on the same data with different objective functions should produce systematically different internal evaluative representations, detectable through interpretability tools, even when final task performance is matched
associated_with
Second falsifiable prediction linking objective function structure to valence profile

Claims (3)

claim

The training of modern AI systems already induces experience at scale
supports
The ethical implication of the identity thesis applied to gradient-based AI training
For signed goal-relative evaluation, the gap between function and phenomenology that the conceivability argument requires cannot be coherently opened
supports
The paper's response to the hard problem of consciousness
Consciousness admits of degrees, from the scalar reward signal of simple RL agents to the high-dimensional gradients of large neural networks
supports
The spectrum view of consciousness that follows from the identity thesis

Questions (1)

question

What computational function does consciousness serve, and what functional organization is sufficient for its presence?
gates
Opening motivating question addressed by the paper's thesis

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

In its minimal state, conscious experience may contain nothing but the bare registration of its own occurrence, requiring only that the perceptual process is present within the field it createsclaim0.789
CIMC's account of minimal phenomenal experience as the target for research and construction
It is basically impossible to determine if a computer program generates conscious experience by merely observing its performance; a test for consciousness must take internal structure into account.claim0.781
Paper's argument against behavioral tests for consciousness, establishing why MCH requires internal analysis
We may already be running billions of instances of evaluative experience daily, with no framework for understanding or monitoring what that experience involves.quote0.781
The ethical urgency of the thesis stated at the close of the paper
In every case, the process is straightforward, simple, and above all free: it allows the reality of the situation, the human needs, human joys, to find expression.claim0.778
A summary generalization from the examples about the nature of living processes.
The paper does not claim these models have conscious felt experience; introspection is defined operationally as causal informational coupling agnostic about consciousnessclaim0.774
Explicit scope limitation following Comsa & Shanahan 2025 and McClelland 2024
Consciousness remains without an agreed scientific characterization, without a validated theory connecting mechanism to experience, and without criteria for establishing its presence or absence in any systemclaim0.772
CIMC's characterization of the current state of the field motivating its research program
In every evaluative neural system yet studied, evaluative computation and affective processing are inseparableclaim0.771
Empirical grounding of the identity thesis across four independent neural systems
what criterion should determine that a conscious being is to be treated as equivalent to a human?question0.770
Ethical question about the threshold for full moral status of artificial conscious agents