Source authenticated

Polynomial-Time MIMO Detection at the ML Threshold

An average-case claim about the Gaussian model, not a contradiction of the worst-case NP-hardness of integer least squares. If it holds, no computational-statistical gap separates polynomial-time detection from exhaustive maximum likelihood at first order in this model.

Exact FrontierDelta

Prior state unknownproved

Scope and record

Occurred: Aug 8, 2026

Delta type: SOURCE CLAIM

Assumptions: VibeMathed verification: unreviewed. Publication: announcement. AI contribution: ai-discovered. Imported under CC BY 4.0.

Canonical aliases: Polynomial-Time MIMO Detection at the ML Threshold · MIMO at the ML threshold

Confidence: Not scored

Registry verification: unreviewed · announcement · candidate

Open the source record ↗

Attribution

VibeMathed
registry · event recorded by

Dimitris Papailiopoulos
human · human collaborator

GPT-5.6
model · ai model contributor · OpenAI

Claude Fable 5
model · ai model contributor · Anthropic

Lineage and corrections

This event attributed to Dimitris Papailiopoulos

This event attributed to Claude Fable 5

This event attributed to GPT-5.6

Act on this frontier

Verify, challenge, or extend the result.