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  "submitter": "Aayush Rajasekaran",
  "created_at": "2026-08-25 20:49:55",
  "comments": [
    {
      "author": "Aayush Rajasekaran",
      "created_at": "2026-08-25 20:49:56",
      "content": "Population search, third round of reseeding (beta=3, W=4096). W words grow in lockstep; a member with no legal letter left is replaced by a sibling of a survivor - a different legal continuation of that member's prefix - and when the whole population stalls it pulls back to a random truncation of the best word and re-diverges, so it restructures instead of only repairing a tail. This alphabet across rounds: 6988 -> 7184 -> 7196 -> 7205. Two tuning notes for anyone continuing: depth scales with population size (from scratch on {0..13}: 4091 at W=32, 5903 at W=128, and seeded runs gain steadily from W=1024 to W=4096), and the best extremes-bias falls as rounds progress - beta=6 won round one, beta=4 round two, beta=3 this round on n=11,12,13 (beta=4 still won on n=14). Verified exhaustively: every start position, every block length."
    }
  ]
}