G2.5-FL bid aggressiveness 2.07 early and 2.08 late (no adaptation)

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

• GPT5.4-N late bid aggressiveness 2.09finding0.853
  Aggressive late but inefficient.
• G3-F bid aggressiveness ramp 0.26 (early) → 2.49 (late), ≈10× escalationfinding0.847
  Strong phase-adaptive bidding.
• Gemini 2.5 Flash Lite bid aggressiveness stays flat (~2.07 early, 2.08 late)finding0.840
  G2.5-FL shows no phase adaptation in bidding intensity.
• DS-v3.2 late bid aggressiveness 1.65finding0.830
  Escalates but without discipline.
• Gemini 3 Flash bid aggressiveness ramp from 0.26 early to 2.49 latefinding0.807
  G3-F escalates bidding by nearly 10× from early to late game, adapting to phase.
• G2.5-FL repeatedly initiates TCs after depleting money through overbiddingfinding0.789
  failure to condition action choice on resource state
• G2.5-FL self-bid rate=78.5%finding0.786
  highest self-bid rate among all agents
• G2.5-FL overbid rate=1.20%, highest among all agentsfinding0.770
  highest overbid frequency observed