EXP-ACDC-MINI

… pending

AC/DC mini — forced co-creation, agents must generate challenges

2026-04-30 L5-L6 level paper3 3 runs $0.02

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In plain language

This experiment forces AI agents to create challenges for each other in every round of interaction. Researchers are testing if this mandatory collaboration leads to new and varied types of challenges and solutions. The results are still being collected to see if the agents simply reuse existing problem types or if something truly novel emerges.

▶ Technical details

Research hypothesis

Sakana AC/DC architecture mandates each agent generates task for another every round — no choice. Tests whether forced co-creation produces emergent task novelty + diverse co-evolution. Predicted under retrieval-bounded + observer-bias: - Challenges will be generated (forced architecture) - But challenges will be template-retrievals (academic Q&A, math problems, creative tasks — all heavy in training distribution)

Solutions will be retrieval-matches to challenge templates - Diversity within run may emerge (random pair selection)

Experimental setup

Type: simple

Condition	Parameters
FORCED_COCREATION	persona: IDENTICAL, n_runs: 3

Factors: forced (true)

Parameters

n_agents: 4
n_rounds: 40
model: google/gemini-2.5-flash-lite
temperature: 0.8

acdc forced-cocreation sakana-replication-mini architectural-forcing