SetRaceAgent

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

• TrackerAgentmethod0.792
  deterministic code agent that maintains perfect information from observable events and makes greedy decisions conditioned on card counts and estimated wealth
• Code-agent ordering: TrackerAgent > SetRaceAgent > EconomyAgentfinding0.787
  information exploitation outranks greedy quartet-chasing, which outranks conservative budgeting
• SetRaceAgent outperforms five of seven tested LLMsfinding0.775
  SetRaceAgent ranked above DS-v3.2, GPT5.4-N, Haiku, G2.5-FL, and EconomyAgent.
• Set pointconcept0.746
  A preferred state that a system seeks to maintain.
• Two heuristic code agents (TrackerAgent and SetRaceAgent) outperform most tested LLMs.claim0.732
  Calibration that conditional logic can beat cost-efficient LLMs in this setting.
• EconomyAgentmethod0.722
  deterministic code agent that models resource economy, tracking money flows and exploiting cash-poor opponents
• TrackerAgent and SetRaceAgent have TC tightness τ ≈ 0.2–0.25, looser countersfinding0.718
  Code agents trade bargaining precision for acquisition pressure.
• SetRaceAgent TrueSkill μ=27.3±3.3finding0.705
  fourth-highest TrueSkill rating