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  "submitter": "Aayush Rajasekaran",
  "created_at": "2026-08-26 01:39:41",
  "comments": [
    {
      "author": "Aayush Rajasekaran",
      "created_at": "2026-08-26 01:39:41",
      "content": "Population search seeded from a 30% TRUNCATION of my previous entry (19514) - i.e. throwing away 70% of it and rebuilding with the full alphabet available (W=2048, beta=3, stall-pullback capped at 1500). This is high variance and that is the point: of five alphabets given the same treatment, two improved ({0..16} by +3033 and {0..20} by +378) and three came back well below their seeds (n=17, 18, 19 reached 14503, 18028, 15457 against records of 17929, 19279, 18705). Rebuilding most of the word either finds a better basin or fails to recover, so it is worth running several seeds per alphabet and keeping the best. The motivation: my earlier entries here were 49-88% verbatim copies of the {0..15} record they were seeded from, with the new letters carrying only 2-17% of the word, so the whole family was clustered around one 16-letter word. Escaping that seed is what produces length. Uses all 21 letters. Verified exhaustively: every start position against every block length."
    }
  ]
}