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ConsciousnessLearn · Explore · Joseph Anady

Values in the prediction-versus-reality counterexample

The example sets the actual reference to two while both the representation and its prediction equal one. These chosen values make prediction agreement exact even though the representation is wrong relative to the reference. They are illustrative assignments rather than…

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eq-9a545057d452f0parameter definition
z=1z=1

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The example sets the actual reference to two while both the representation and its prediction equal one. These chosen values make prediction agreement exact even though the representation is wrong relative to the reference. They are illustrative assignments rather than experimental observations.

Terms & definitions

TermMeaning in this source
r

Reference value 2

z

Represented value 1

z_hat

Predicted value 1

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Original context

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8. Coherence, construction, and mathematical consistency

8.1 Agreement with a prediction is not agreement with reality

If a predictor and a maintained representation are both wrong in the same way, their discrepancy can be zero. Let an external target be r=2, a maintained representation z=1, and a prediction z=1. Then

z−z=0,  z−r=1.

Perfect internal predictability therefore does not imply reference accuracy. This observation supports a useful distinction in the hypothesis: internally coherent processing can disagree with an independently specified target. It does not by itself establish an experienced point of view.

The same issue applies to “coherence of coherence.” An outer consistency check can be perfectly consistent about an inaccurate inner model. Adding recursive evaluators does not supply an independent anchor unless their inputs contain independently informative evidence.
Exact original notation
z=1

Sources & provenance

01
Machine_Consciousness_Mathematical_Audit.docx
paragraph 224, math 2 · Sep 17, 2026
z=1
02
Machine_Consciousness_Mathematical_Audit.docx
paragraph 224, math 2 · Sep 17, 2026
z=1

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