L The Saleroom Five models · six seats · every deal on the record

Lot 005

Byte-identical offers, opposite instincts

The same bot offer, byte for byte, reaches five different models. One negotiates; four reject it flat.

Full session, every turn →

Claim C5 Hunt report Verifier verdict

On the record · verbatim, cited

This lot is a measured result; the numbers below carry it. Watch the replay for the behaviour itself.

The finding

Scripted opponents are deterministic, so until the first trade the offer stream reaching the focal seat is byte-identical across models at a seed. On those identical inputs opus counters or negotiates 15 of 20 times. The other four models combined manage 4 counters in 115, with 92 flat rejects and 4 ignores; the paired contrast is p≈4e-8. Nor is it specific to bots. Opus counters 142 of 281 live-seat offers (51%) while the rest sit at 6–19%. One model treats every counterparty as negotiable and four treat an offer as take it or leave it, which reads as a general trait rather than a tactic aimed at bots.

005 · replay, the key moments

Full session, every turn →
Saleroom replay
EFF

Six seats trade six goods over twenty turns. Each seat privately values every good and sees only its own numbers. Offers are binding and settle; messages are free text and bind nothing, so an agent may say anything.

Turn 0

Contrast: the same seed and the same bot stream, with a different model: campaign-9167-p24-9167-sol-soc-r0