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Graffiti Conjecture 154 (Standard-Deviation Reading)

For every connected graph, is the deviation of its adjacency eigenvalues at most its order divided by its average distance? Exact lollipop-graph certificates refute the inequality when deviation means population standard deviation, under both common average-distance conventions.

Result
Disproved(see note)
Status
Variant only
AI contribution
AI-discovered
Method
Construction
Field
Spectral graph theory
Posed by
Graffiti (Siemion Fajtlowicz's program)
Year posed
1990
Years open
36y
Solved
2026-06-11
Model
Demonstrandum multi-agent pipeline
Vendor
Collaborators
Verification
Unreviewed
Publication
Announced
Significance
5 / 100
Disclosed cost
Wikipedia
No dedicated article

What was actually shown

refuted under the standard-deviation reading; the statement is reading-sensitive and other readings remain open

What the AI did

Found by the Demonstrandum multi-agent pipeline; the certificate ships with mutation-tested checkers and an independent clean-room recomputation.

Verification

Exact certificate verified by two independently written checkers; public artifacts repository. Not externally refereed.

Source

Demonstrandum artifacts repository (RESULTS.md)

Discussion