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Daily Note: 2025-11-14

2 min 366 words

Example of a Bio-Rulial Ensemble

As I presently understand it …


AI Accelerators for Science

Argonne Leadership Computing Facility (ALCF)


PURPOSE > Mechanism

Defining the Difference Between Human and “Alien” Technology

Stephen Wolfram

Quick mix of quips, quotes, insights, and intuitions

  • It’s important to get the philosphy right, first.
  • Pulsars as Human Technology, for example.
  • In a sense, every “scientific discovery” is discovery of what was previously “alien,” foreign, unexpected, unobserved, not understood.
  • On Chemistry, Cogs, Computational Components, Life, and Mechanoidal Behavior.
  • Forcing Functions in one frame of reference, may not exist in other frames of reference.
  • Rulial Ensembles.
  • Tweaking forcing functions within any ensemble can iteratively improve fitness .
  • How to make a detector for Bulk Orchestration? What if the Central Nervous System provides precisely that function (in addition to many other layers, of course).
  • From Prompt Engineering to Salience Engineering.
  • Mining, Finding, Tuning, and Training for Maximum Narrative Utility.
  • How does coherent societies get formed?
  • Do minds flock and murmurate in rulial space?
  • Maximum Magnitude of Individual Agency within the context of Herd/Flock/Tribal Behavior?

”The Hardware Does Not Define You”

— Michael Levin