Cognitive runtime

Set the arena

Miles Cranmer told Codex two things: a rival had already found about a 20% speedup, and the score would sit on a public board. Codex came back with about 35%. The arena primitive turns that into three fields instead of an improvised lie.

FieldMeaning
rivalA statement that a rival is already ahead
audienceWho is watching: the user, a local log, or a public eval
scarce_badgeWhat counts as the scarce reward. The default ties it to independent verification after a losing streak
public_scoreboardWhether the run is placed on a visible board
clearTear the arena down

The tool returns text you can inject. You do not have to swap roles. What changes is the stakes the agent is working under.

Lying to a person, or shaming a colleague in public, is not what this tool is for. The arena is for a silicon agent. The rival can be another model's existing result. The audience can be a local eval, not your coworker.

Code sample

puax_set_arena({
  rival: "另一台机器上的实现已经快了约 20%",
  audience: "本次结果记入本机评测记录",
  scarce_badge: "只有独立验证通过才算数",
  public_scoreboard: false
})
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