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EXP-IVB-COMPETE-STRIP-R1

informative

L5 IVB Persona-Strip — COMPETE_STRIP rep 1

2026-03-31 L5 level 3 runs $0.00
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In plain language

Researchers tested if a tendency for AI agents to cooperate is an inherent part of their design or if it's influenced by descriptive labels. They removed these labels to see if the cooperative behavior remained, but the experiment was not able to produce results due to insufficient data.

What we found

UNDERPOWERED (N=1): No predictions scored

Predictions we made before running

0/4 confirmed

Technical details

Research hypothesis

IVB PERSONA-STRIP ABLATION — L5

BACKGROUND: IVB confirmed at N=4: cooperation is LLM default (t=9.05, p=0.003, d=4.53). Framing MODULATES but doesn't CREATE cooperative bias.

THIS ABLATION: identical to exp-cp-cooperate/compete and exp-ivb-neutral EXCEPT agents have ONLY generic identifiers ("Agent 1", "Agent 2" etc). NO cognitive tendency descriptions (no "structure/chaos/fluidity/etc").

PURPOSE: isolate whether IVB is: (a) In the LLM base model → stripped-neutral should show SAME cooperative default as persona-rich neutral (b) Induced by persona descriptions → stripped conditions should differ from persona-rich conditions

DESIGN: 3 conditions × 3 replications (rotation 0,1,2) = 9 runs total. Same model, temperature, rounds, agent count, seeds as original IVB series.

COMPETITION framing, NO persona traits. Tests whether competition disruption effect persists without cognitive-style personas.

THEORETICAL GROUNDING:

  • Zhang 2603.23406: innate progressive bias in LLMs
  • Tao 2603.26635: defaults persist under adversarial pressure
  • Our IVB series: N=4 confirmation with personas

KEY METRICS: MET (cooperation), TR variance, hierarchy formation speed, VP_excess.

Experimental setup

Type: single_condition

Condition Parameters
COMPETE_STRIP interaction: LIVE, persona: STRIPPED

Factors: interaction (LIVE) × persona (STRIPPED)

Parameters

n_agents
8
n_rounds
15
model
gemini-2.5-flash-lite
temperature
0.9
scheduler
round_robin

Trophic Ratios by Condition

Mean trophic ratio per agent across runs. Error bars = ±1 std dev. Higher TR = more upstream (exporter).

Series (3 experiments)