A continuation of Equation poster visual audit · 17 October 2026. The complete source identity, every recorded occurrence, and linked equations are on its first page.
Source transcript · continued
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"AI Visibility contains ambiguous small argument glyphs, a corroboration operator, and inconsistent competition/index rendering between repeated blocks.",
"MADDIE CLV labels both retention and lifetime in years; no dimensional resolution is provided. Its Q integral is not automatically a probability.",
"Unified learning has two small corner equations in addition to the main state derivative; both are retained.",
"Unified AGI says nine equation groups but depicts eight numbered groups."
],
"sourceReferenceGap": "AI Visibility graphic advertises AI_VIS_EQUATION_COMPLETE.txt; no separate downloadable text payload was present in the recovered finite source set. All visible text and the original image are retained.",
"manualRecoveredTextFamilyCrosswalk": [
{
"posterEquationId": "poster-eq-1093e39272caca",
"recoveredTextEquationId": "pantheon-kernel-evolution",
"comparison": "Same additive D + N + F + T state derivative; poster writes state/time arguments and explanatory operator meanings.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-a5d2898e3f6d4f",
"recoveredTextEquationId": "pantheon-kernel-active-objective",
"comparison": "Same S + U − V minimization structure; poster makes the state argument explicit and still omits the minimization variable.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-c0bc26da5fc787",
"recoveredTextEquationId": "megamind-golden-basis-01",
"comparison": "Related harmonic family. The graphic adds σ_i; the named existing page is one indexed instance, not an exact duplicate of the entire family.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-7a6936a8844a29",
"recoveredTextEquationId": "pantheon-kernel-lattice-project",
"comparison": "Same projection concept, with different source/output space labels and the 23-million specialization.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-b2c3ffb7484163",
"recoveredTextEquationId": "megamind-unity-weight",
"comparison": "Identical scalar function after renaming the dummy argument x to z; its interpretation must still be read locally.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-26d45204b1c062",
"recoveredTextEquationId": "megamind-golden-basis-01",
"comparison": "Related harmonic family with an additional σ_i scale and a genuinely changed negative-k cosine branch.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-cea7b460134a2c",
"recoveredTextEquationId": "pantheon-kernel-lattice-project",
"comparison": "Same reduction to 5,000 components; the poster specializes the input dimension to 23 million.",
"relationship": "manually checked mathematical family; not a literal-notation match"
},
{
"posterEquationId": "poster-eq-c2af8643d02fdc",
"recoveredTextEquationId": "pantheon-kernel-action-objective",
"comparison": "Same ordered seven benefit/penalty structure with expanded labels in the graphic.",
"relationship": "manually checked mathematical family; not a literal-notation match"
}
]
}