More than half of subjects shifted to holistic grouping after high-speed search training.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• High-Speed Search Training for Holistic Perceptionmethod0.836
  A technique where subjects must locate a given pattern in an array flashed for one second, forcing an unfocused, receptive, whole-seeing state.
• Late-20th-century holistic science still describes mechanisms; it has not overcome the mechanistic character of its models.claim0.781
  Even the beautiful descriptions of wholeness by scientists like Mae-Wan Ho remain mechanistic in detail and have not solved the bifurcation.
• Probes trained under different explicit instruction variants are highly aligned with each other despite different wording.claim0.771
  Shows the key divide is passive vs. active framing, not the specific wording of instructions.
• Stress-sharing populations reach anatomical targets faster than hardwired or non-sharing populations.finding0.765
  Populations with stress sharing discovered correct morphology by generation 500, vs non-sharing and hardwired (p≪0.01).
• We hypothesize that this rescaling of the problem-solving search process is intrinsic to transitions in individuality.hypothesis0.757
  Hypothesis about chunking and ETIs.
• H8: The contemplative system prompt provides external alignment equivalent to Constitutional AI training.hypothesis0.753
  Confirmatory hypothesis supported by calibrated lift data
• H5: Chinese training data contains more Buddhist and contemplative text, broadly helping Chinese models under contemplative framing.hypothesis0.752
  Exploratory hypothesis supported by Kimi K2.5 scoring 6.28
• Fine-tuning as character formation: what kinds of selves are produced through training is an open research direction.claim0.750