[PAPER SHORT NAME] · [Full title fragment]

[One-line method summary — what the paper does]

[Authors], [Affiliation] · arXiv:[ID] ([Month Year])

▸ MAIN PIPELINE [Input] [sublabel] [Core method] [key formula] [Output] [sublabel] ⚠ KEY INSIGHT · [Why prior approach fails] [Prior Method] [prior approach formula] [example setup]: [result showing failure] ✗ [Failure mode in one line] → [This paper's method] [new approach formula] [same setup]: [result showing fix] ✓ [How it fixes things] LEGEND Input / data Core method Prior work / failure External / generic

The Problem

  • • [What failure mode the paper identifies]
  • • [Why prior approaches miss it]
  • • [Concrete example where it shows up]

The Fix

  • • [Step 1 of the method]
  • • [Step 2]
  • • [Step 3 — what's genuinely new]

Empirical Validation

  • • [Headline number with dataset + metric]
  • • [Second strongest result]
  • • [Honest limitation in the numbers]

[Paper short name] · [Authors] · arXiv:[ID] ([Date]) · [Optional: code URL]