Token Auction Playground
Design multi-agent token auctions with configurable bids and output distributions. Compare second-price (truthful, VCG-exact) vs. weighted aggregation (measurably manipulable). See F6 in Findings for truthfulness validation.
Auction Configuration
Proven truthful: regret = 0.0 (95% CI [0.0, 0.0])
Total Agents
3
Agent Bids & Output Distributions
sum = 1.00
sum = 1.00
sum = 1.00
Real decode traces (F22)
Per-token bids, winners, and second-price payments recorded during the F22 evaluation (a sample of the first positions of one stream; win rates over the full stream differ — see the finding). Seed:
| Pos | Bid A (childes) | Bid B (wiki) | Winner | Second price |
|---|