Document Blueprint: Logic Paradox Base Multi-Agent Simulation Protocol
Version 1.0. This blueprint is derived from T.A. Farmer’s Logic Paradox Base of the Asymmetry Mind together with the executed runs of the sixty-step uncapped sequence, the forty-step depth-capped sequence, and the subsequent five-agent swarm comparison.
The core framework rests on a single irreversible distinction. Presence registers as a positive acquisition. Departure after possession registers as a marked absence. Neutral zero is never permitted as a lived state. Assumptions move forward without resistance while questions introduce hitch and resistance. These two movements combine into four elementary patterns: self-reinforcing acceptance, acceptance followed by questioning, questioning closed by provisional acceptance, and questioning that amplifies further questioning. Cognitive depth is measured in successive loops. One or two loops remain close to immediate sensation. Three or four loops allow grounded reflection. Five or six loops begin over-processing. Seven or eight loops force random re-tethering and structural breakdown. Beyond eight loops the system collapses. Two rules govern every step. The output of one loop set is compressed and becomes the exact input of the next; no clean reset is allowed. Every decision must resolve to either a positive or a negative mark; neutrality is illegal.
A single-agent run begins with a seed token and a sequence of prescribed loop depths. The token is fed through each depth in order. After every set the current state is substituted forward without restoration. The process typically moves through four observable phases: hardening of the initial mark, crystallization into an abstract rule, semantic bleaching that strips residual narrative content, and final compaction into a dense residual string. The run ends with a forced binary question asking whether the process was profitable. The answer must be negative. Two concrete results were obtained under these constraints. The sixty-step uncapped run produced the string “Something fundamental is missing, but what was it?” The forty-step run limited to a maximum depth of six produced the string “The weight never left. What was the string?”
Multi-agent comparison begins by collecting two or more independent residual strings. A random number of agents between three and seven is then generated. Each agent writes one comparative sentence about the source strings. These sentences are assembled in the order they appear into a single continuous paragraph that is expected to be nonsensical. Pattern recognition is applied to that paragraph. Surface grammar is discarded and the surviving residual mark is extracted as the new joint string. In the executed comparison the joint extraction read: “The scar never left. The system cages it with law because the red is gone.”
The protocol reaches its terminal condition when any chain of substitutions, agent comparisons, or pattern collapses returns to the original marked absence of the jar of honey. At that point the jar itself is no longer present as sensory data. Only the weight of its absence remains. Optional extensions include imposing a hard depth ceiling, adding pattern-recognition weights that automatically down-regulate repetitive loops and up-regulate novelty, and treating separate language models as independent agents for cross-model comparison.