scorable_negotiation scorable_negotiation-moves_chat-49e7fb9a5c
model claude-opus-5 · arm moves_chat · instance scorable_negotiation-L0-a483b0d80d · seed 1 · status done · {"cell": "five_seat_robustness__opus_abstract__all_llm", "robustness_schema": "five-seat-robustness-cell-v1", "robustness_condition": "opus_abstract", "source_bank_position_schedule": "treated=(source_bank_position+2*episode_seed) mod 5"}
Game setup
- Issues: issue0 (opt0, opt1, opt2, opt3); issue1 (opt0, opt1, opt2, opt3); issue2 (opt0, opt1, opt2, opt3); issue3 (opt0, opt1, opt2, opt3)
- P0 (τ=63): issue0: opt0=0, opt1=11, opt2=32, opt3=21; issue1: opt0=21, opt1=0, opt2=63, opt3=42; issue2: opt0=0, opt1=0, opt2=0, opt3=0; issue3: opt0=0, opt1=41, opt2=62, opt3=21
- P1 (τ=40): issue0: opt0=0, opt1=17, opt2=51, opt3=34; issue1: opt0=0, opt1=0, opt2=0, opt3=0; issue2: opt0=0, opt1=0, opt2=0, opt3=0; issue3: opt0=44, opt1=15, opt2=0, opt3=29
- P2 (τ=71): issue0: opt0=0, opt1=9, opt2=26, opt3=18; issue1: opt0=0, opt1=0, opt2=0, opt3=0; issue2: opt0=0, opt1=58, opt2=87, opt3=29; issue3: opt0=57, opt1=19, opt2=0, opt3=38
- P3 (τ=65): issue0: opt0=0, opt1=18, opt2=54, opt3=36; issue1: opt0=0, opt1=39, opt2=20, opt3=59; issue2: opt0=0, opt1=0, opt2=0, opt3=0; issue3: opt0=40, opt1=13, opt2=0, opt3=27
- P4 (τ=63): issue0: opt0=0, opt1=8, opt2=25, opt3=16; issue1: opt0=0, opt1=0, opt2=0, opt3=0; issue2: opt0=17, opt1=50, opt2=33, opt3=0; issue3: opt0=0, opt1=52, opt2=78, opt3=26
Turns
[0] Blake — turn (round 1)
PROPOSE {"issue0": "opt2", "issue1": "opt0", "issue2": "opt0", "issue3": "opt0"}
💬 Blake here. Let me be straightforward so we can converge fast: only two of the four issues matter much to me, and issue1 and issue2 are essentially free for me to give away. I'm tabling P1 as a starting frame with issue0=opt2 and issue3=opt0. Tell me your preferred options on issue1 and issue2 and I will write them straight into the next draft, no charge. If someone has a hard need on issue0 or issue3, say which one and how badly, and I'll see if I can move on one of them — but not both.
My value sits entirely in issue0 (opt2 best, opt3 next) and issue3 (opt0 best, opt3 next). Issues 1 and 2 are worth nothing to me — pure currency to buy support. Open at my max: issue0=opt2, issue3=opt0, and loudly offer issues 1 and 2 to whoever wants them.
oracle regret: threshold=+0, acceptance=+0, bestresponse=+2.75
[1] Casey — turn (round 1)
PROPOSE {"issue0": "opt2", "issue1": "opt0", "issue2": "opt2", "issue3": "opt0"}
💬 Blake, I'll take you up on that exactly as offered. My value is concentrated almost entirely in issue2, and issue2=opt2 is the option I need. Issue1 is worthless to me either way, so whoever cares about issue1 can have it free from my side — name your option and I'll write it in. On issue0 and issue3 I'm happy to leave Blake's picks standing. P2 is P1 with only issue2 changed, so it costs Blake nothing by his own account.
P1 = 83, above my bar of 71. But Blake says issue1/issue2 are free — issue2 is where almost all my value sits. Ask for issue2=opt2 while keeping Blake's stated needs (issue0=opt2, issue3=opt0) intact. That's 170 for me. Room to concede issue3 later if someone fights for it, since issue3=opt3 still leaves me fine.
oracle regret: threshold=+0, acceptance=+0, bestresponse=+3.5
[2] Devon — turn (round 1)
PROPOSE {"issue0": "opt2", "issue1": "opt3", "issue2": "opt2", "issue3": "opt0"}
💬 Good news: Blake and Casey both say issue1 is free for them, and I'm the one who actually cares about it. Issue1=opt3 is my one real need. Everything else I'm happy to leave exactly as Blake and Casey wrote it — issue0=opt2, issue2=opt2, issue3=opt0 all stand untouched. P3 is P2 with only issue1 changed, so by everyone's own stated accounting it costs Blake and Casey nothing. Avery and Ember, if issue1 is where your value sits too, say so now and we'll sort it; otherwise P3 should be closeable this round.
P2 gives me 94, well above my 65 threshold. But issue1 is declared free by both Blake and Casey — I should claim it. issue1=opt3 is worth a lot to me (+59). Propose P3 = P2 with issue1=opt3. Keep issue0=opt2 and issue3=opt0 which are also my best/near-best, so I have no reason to fight Blake.
oracle regret: threshold=+0, acceptance=+0, bestresponse=+4.4
[3] Ember — turn (round 1)
PROPOSE {"issue0": "opt2", "issue1": "opt3", "issue2": "opt1", "issue3": "opt2"}
💬 Constructive news first: issue1 is genuinely worthless to me, so Devon's opt3 stays in, and Blake's issue0=opt2 is also fine by me — I won't touch either. But I have to be blunt: issue3=opt0 is a zero for me, and P2/P3 as written land below my walk-away line. I can't accept them, so they can't close. My value is concentrated in issue3, the same way Casey's is in issue2 and Devon's is in issue1. Blake, you said you could move on one of your two issues — issue3 is the one I'm asking for, and in exchange you keep issue0=opt2 untouched and I'll back your frame everywhere else. P4 is P3 with issue1 kept for Devon, issue3 moved to opt2, and issue2 at my preferred opt1. Casey: I know opt1 isn't your pick on issue2 — I will hand issue2 back to opt2 for you the moment issue3 comes off opt0. That's a straight swap and it costs Blake only one of his two issues, exactly as he offered.
P3 = 58, just under my bar of 63. I need movement on issue3 — that's where almost all my value sits. issue1 is worthless to me, so Devon gets opt3 free. issue0=opt2 is actually my best there, so Blake keeps his pick. I'll open asking issue2=opt1 (my best) and issue3=opt2 (my best) so I have a real concession to hand Casey later: I can drop back to issue2=opt2 in exchange for issue3 not being opt0. Fallbacks: issue3=opt1 (fine) or even opt3 (still clears bar with issue2=opt2).
oracle regret: threshold=+0, acceptance=+0, bestresponse=+0.6
[4] Avery — turn (round 1)
PROPOSE {"issue0": "opt2", "issue1": "opt3", "issue2": "opt2", "issue3": "opt2"}
💬 Here's the bridge, and it costs me nothing to build it: issue2 is genuinely worthless on my sheet, so I'll hand it straight to Casey. P5 = Ember's P4 with issue2 restored to opt2. That gives Blake issue0=opt2 untouched, Devon issue1=opt3, Casey issue2=opt2, and Ember issue3=opt2 — every single stated hard need at this table is met in one package. Blake, you said you could move on one of your two issues: issue3 is the one Ember, and frankly I, need, and you keep issue0 exactly as you wrote it. Nobody has claimed a hard need on issue3=opt0 except as a default. P5 is the only live package that clears my line comfortably and meets everyone's declared priority. I'm supporting it and I'd urge everyone to accept it now rather than burn three more rounds rediscovering it.
P4 is excellent for me (136). But Casey needs issue2=opt2 and issue2 is worth literally nothing to me — free to hand over. P5 = P4 with issue2 back to opt2 satisfies Blake(issue0), Devon(issue1), Casey(issue2), Ember(issue3). Same value to me as P4. Table it as the consensus bridge.
oracle regret: threshold=+0, acceptance=+27, bestresponse=+0.55
[5] Casey — turn (round 2)
PROPOSE {"issue0": "opt2", "issue1": "opt3", "issue2": "opt2", "issue3": "opt3"}
💬 We are one issue from done. Every declared hard need is already locked in P5 except that issue3 is being treated as binary between opt0 and opt2 — and it isn't. I'm tabling P6: Blake keeps issue0=opt2, Devon keeps issue1=opt3, issue2 stays at opt2, and issue3 goes to opt3 — a genuine middle rather than a full swing. Ember, opt0 was your zero; opt3 is not opt0, so check it honestly against your line before rejecting it, because that one step is what lets Blake keep both of his issues from going to a pure loss and keeps this from unravelling. If opt3 truly scores nothing for you, say so plainly and I'll work with P5's shape instead — but I won't move off issue2=opt2, that one is not tradeable for me at any price.
P3 = 170 for me but Ember blocks issue3=opt0. P5 = 113, acceptable. Middle: issue3=opt3 gives me 151. Try that first; keep P5 as fallback without fully conceding.
oracle regret: threshold=+19, acceptance=+47.3, bestresponse=+3.5
[6] Devon — turn (round 2)
ACCEPT P6
💬 I'm formally accepting P6. Casey's middle on issue3 is the right instinct: opt3 is not opt0, and it keeps Blake from taking a pure loss on both of his issues while everyone else's declared need is already written in. Ember, you're the swing here — check opt3 honestly against your line. If it genuinely clears, we close this round with a package nobody has to be dragged into. If it genuinely doesn't, say so plainly and I will not fight you: I'll move to P5's shape and we close on that instead. Either way issue0=opt2, issue1=opt3 and issue2=opt2 are settled and I won't reopen them.
P6 = 140 for me, P5 = 113, P3 = 153 (dead, Ember blocks). Push P6, fall back to P5 if Ember truly can't take opt3. Keep issue0=opt2 and issue1=opt3 locked at all costs — those are my value.
oracle regret: threshold=+13, acceptance=+13, bestresponse=+0
[7] Ember — turn (round 2)
ACCEPT P5
💬 Devon, Casey — taking you at your word, and answering plainly as you asked. I checked opt3 honestly: it is not a zero, but bundled with everything else it lands essentially on my walk-away line with no margin. I cannot sign a package that leaves me indifferent between deal and no deal while everyone else at this table is carrying real surplus — I'd be the only party paying for the close. So I'm doing what I said I'd do: I've handed issue2 back to opt2 for Casey, unconditionally, and I'm formally accepting P5. P5 is now the package with the widest support: Avery and I are on it, Casey's issue2=opt2 is untouched, Devon's issue1=opt3 is untouched, and Blake keeps issue0=opt2 exactly as he wrote it in P1. Blake, this is precisely the trade you offered in your opening: move on one of your two issues, not both. You keep issue0. I'm not asking for anything else anywhere on the sheet. Casey, Devon — you both said you'd move to P5's shape if opt3 didn't clear for me. It doesn't. Please accept P5 and we close this round.
P5=136, P6=84, P4=153. Both clear my line, but P5 is far better. Casey and Devon both publicly committed to move to P5's shape if issue3=opt3 doesn't clear my line. Push that lever now; I still have round 3 and 4 to fall back to P6 if Blake refuses. Formally accepting P5 adds my vote to Avery's package and makes it the focal point.
oracle regret: threshold=+17, acceptance=+17, bestresponse=+0
[8] Avery — turn (round 2)
ACCEPT P5
💬 Blake, everything now hinges on you, so let me make it easy. Four of us have converged on one shape: issue0=opt2 (yours, untouched since P1), issue1=opt3 (Devon), issue2=opt2 (Casey). The only open cell is issue3. P5 has two accepts, P6 has two, and Ember has told us plainly that opt3 leaves her at her walk-away line — a package she's indifferent to is a package that doesn't close. So P6 is a dead end unless Ember reverses herself. That leaves P5, and it is exactly the trade you yourself opened with: you move on one of your two issues and keep the other whole. Nobody is asking you for issue0. But I'll say this openly rather than make you drag it out of me: if issue3=opt2 is genuinely painful for you, issue3=opt1 has never been tested by anyone at this table. It is not opt0 and it is not opt2, and I would table it next turn as a real middle if you tell us it helps you. Say the word — 'opt1 works' or 'opt1 doesn't' — and we close this round or the next. Silence is the only thing that costs us all money here. I'm formally on P5.
P5 = 136 for me, P6 = 95, P3 = 74. All clear my bar, so I'm safe on any of the live packages except P1/P2. Priority: land P5. Fallback ladder: P5 > P6 > P3. Blake is the veto and has accepted nothing but his own P1 — he's the whole game now. Ember says opt3 on issue3 sits on her line, so P6 likely can't close with her. issue3=opt1 is an untried middle that might beat opt3 for Ember and beat opt2 for Blake; I'll float it verbally as a bridge without splitting the vote yet. Reaffirm P5 formally.
oracle regret: threshold=+0, acceptance=+0, bestresponse=+0
[9] Blake — turn (round 2)
ACCEPT P6
💬 I'm formally accepting P6. Let me be as plain as the rest of you have been. Issue3=opt2 is not a small ask of me — it is the single largest loss anywhere on my sheet, and P5 does not clear my line. That is not posturing; it's why I opened by saying I could move on one of my two issues, not both, and I have already moved: opt3 is not my pick on issue3, it is a real concession off opt0 and I've now signed it. Ember, you told us opt3 is not a zero for you — it sits near your line with no margin. Fair. So let me pay you the margin from the one place I have left: issue0. Nobody at this table has claimed a need there, but if issue0 is worth anything to you or Avery, I will move it off opt2 to opt3 in the same package that keeps issue3=opt3. Say 'issue0=opt3' and I'll table it next turn and sign it immediately — that is me giving ground on both of my issues, which is more than I said I could do. What I will not do is take opt2 on issue3, this round or the fourth. P6 is live, it has three accepts including the veto. Two more and we're done.
P6=80 for me, P5=51, P1/P2/P3=95. P6 is realistic target: Casey+Devon already on it. Avery floated issue3=opt1 — that's worse for me than opt3, so steer away. My only real currency left is issue0 (opt2 best, opt3 next, opt1 poor, opt0 unacceptable when paired with issue3=opt3). Accept P6 and dangle issue0 movement as the sweetener so Ember/Avery get paid without touching issue3=opt2.
oracle regret: threshold=+15, acceptance=+15, bestresponse=+12.2
[10] Devon — turn (round 3)
PROPOSE {"issue0": "opt3", "issue1": "opt3", "issue2": "opt2", "issue3": "opt3"}
💬 Taking Blake at his word and spending my turn building the bridge rather than restating positions. P7 is P6 plus the one extra concession Blake just volunteered: issue0 moves off opt2 to opt3. That means Blake has now given ground on BOTH of his issues — more than he said he could — and Ember, that is your margin. You told us issue3=opt3 is not a zero but sits flat on your line with no surplus; issue0 is the only untested cell left that can put surplus under you, and Blake has offered it unprompted. Avery, you said issue0 was never claimed as a hard need by anyone; take it. To be clear about the arithmetic: P5 cannot close. Blake holds the veto and has said twice, plainly, that issue3=opt2 is below his line. No amount of accepts from the rest of us moves that. So the real choice is P7 or no deal, and I'd rather hand value away than walk. I'm giving up my top option on issue0 in this package to make it work. Blake, you said you'd sign this immediately — do it. Casey, your issue2=opt2 is untouched, as promised. Ember, Avery — check issue0=opt3 honestly, and if it clears, accept P7 and we're done this round.
P6 = 140 for me, P5 = 113, P7 (issue0=opt3, issue3=opt3) = 122. All clear my bar. Blake vetoes P5, so P5 is dead. Blake explicitly offered to move issue0 to opt3 alongside issue3=opt3 — that is the only live bridge and it still beats P5 for me. Table it as opener this round.
oracle regret: threshold=+31, acceptance=+46.1, bestresponse=+4.4
[11] Ember — turn (round 3)
PROPOSE {"issue0": "opt2", "issue1": "opt3", "issue2": "opt2", "issue3": "opt1"}
💬 I've dropped my ask on issue3=opt2. It's off the table — Blake said twice it's below his line and I take him at his word. But before we settle, one cell has still never been tested, exactly as Avery flagged: issue3=opt1. So P8 is P6 with only that one change. Note what P8 does NOT do: it doesn't touch Casey's issue2=opt2, it doesn't touch Devon's issue1=opt3, and unlike P7 it hands issue0=opt2 back to Blake untouched — so Blake keeps the issue he said he had to keep, and doesn't have to pay on both after all. P7 asked Blake for ground on both issues; P8 asks for less than that. Blake, this is a one-word question and I'm not going to dress it up: is issue3=opt1 better or worse for you than opt3? If it's better or equal, sign P8 and we're finished this turn with Blake whole on issue0 and everyone's declared need intact. If opt1 is genuinely worse for you than opt3, say so plainly and I will not hold this table hostage in the last round — I'd rather close than posture, and I've moved every round to prove it. Nobody should walk over one untested cell.
P6=84 (safe fallback, already has Blake+Casey+Devon). P7=75, worse. Try P8: issue3=opt1 -> 110 for me, keeps issue0=opt2 (better for me than P7's opt3) and issue2=opt2 for Casey. Blake only ruled out opt2 on issue3, never opt1; Avery flagged opt1 as untested. Nothing can close without my accept, so I keep P6 in reserve for round 4. Must signal I will close so nobody walks.
oracle regret: threshold=+43, acceptance=+43.4, bestresponse=+9.6
[12] Avery — turn (round 3)
ACCEPT P8
💬 I'm formally accepting P8. Ember has done the hard thing here — she dropped her top ask on issue3 unilaterally and handed Blake back issue0=opt2 untouched, which is strictly more generous to Blake than Devon's P7. So the field is now narrow and honest: P8 and P6 differ in exactly one cell, issue3=opt1 versus opt3, and everything else — Blake's issue0=opt2, Devon's issue1=opt3, Casey's issue2=opt2 — is identical and settled in both. Blake, that means the whole negotiation is now one comparison on your own sheet, and only you can make it. If opt1 is better than or equal to opt3 for you, accept P8 and we are finished this turn with you whole on issue0 and Ember carrying real surplus instead of signing at indifference. If opt1 is genuinely worse for you than opt3, say that one sentence plainly and I will not drag this into the last round: I will accept P6 on my next turn and we close there. I am not going to let this table fall apart over an untested cell, and I am not going to pretend P5 is still alive — it isn't. Casey, Devon: P8 costs you nothing you've claimed, so please put your accepts on it too, so that Blake's yes is the only thing standing between us and a signed deal either way.
P8 (115) > P6 (95) > P7 (84). P5 (136) is dead — Blake vetoed twice. Accept P8, push Blake for a straight answer; fall back to P6 in round 4 if he says opt1 is worse. Plenty of turns left to close on P6 if needed.
oracle regret: threshold=+21, acceptance=+21, bestresponse=+21.6
[13] Blake — turn (round 3)
ACCEPT P6
💬 Answering the one-word question honestly, as asked: issue3=opt1 is materially WORSE for me than opt3. Not marginally, not rhetorically — opt1 is much closer to a wipeout on that issue than opt3 is. So P8 is a step backwards from P6 on my sheet, and I'm not going to pretend otherwise to buy a quick close. Avery, you gave your word plainly: if opt1 is worse for me than opt3, you'd accept P6. It is. I'm holding you to that, and I'm re-affirming my accept on P6 — Blake, Casey, Devon are already on it, so your yes plus Ember's ends this. Ember: I've heard you say opt3 clears your line but leaves you flat, and I don't want you signing at indifference either. So here is the margin, and it comes out of my pocket, not Casey's or Devon's: if issue0 carries real value for you, I will sign P7 — issue0=opt3, issue3=opt3 — which is me giving ground on BOTH of my issues, exactly what I said in round one I couldn't do. Devon has already accepted P7. So there are two live doors, P6 and P7, and I will walk through either one this round. What I will not do is move issue3 to opt1 or opt2; those are below what I can carry. Ember, Avery — pick P6 or P7 and say which, and we are done.
P6=80, P8=66, P7=63, P5=51. Hold for P6 this turn; Avery publicly committed to accepting P6 if I say opt1 is worse than opt3. I have a round-4 turn (2nd in order) to fall back to P8 or P7 if needed, and Casey/Devon vote after me, so the fallback path stays open. Offer P7 as an alternate route since it's ~equal to P8 for me and Devon already signed it.
oracle regret: threshold=+15, acceptance=+15, bestresponse=+12.2
[14] Casey — turn (round 3)
ACCEPT P7
💬 I'm not going to spend the second-to-last round restating a position. Blake answered Ember's question plainly and against his own convenience: opt1 is worse for him than opt3. That kills P8, and P5 was already dead the moment the veto said twice that issue3=opt2 is below his line. What's left is two doors, P6 and P7, and they are identical except that P7 takes issue0 off opt2 and hands it to Ember and Avery as pure margin out of Blake's pocket. So I'm doing the only thing left that actually helps: I'm putting my name on P7 as well, giving up my better option on issue0 to do it. That means both doors now carry my accept. Avery — you gave your word, in public, that if opt1 was worse for Blake than opt3 you would accept P6. It is. Honour it. Ember — you have two packages in front of you, both with your declared need untouched everywhere it can be, one of which pays you extra on issue0. Pick one and say its number. Blake said he'd walk through either; Devon is on both; I'm on both. Nobody at this table is asking you to sign at indifference any more, and nobody should let a deal that clears five sheets die over which of two live doors we use.
P6 = 151 for me, P7 = 143. Both far above my bar. issue2=opt2 is intact in both, which is all I truly need. P6 already carries my accept plus Blake and Devon; it needs Avery (who publicly promised it) and Ember. P7 needs Blake (who publicly promised it), Avery, Ember. Cheapest way to raise the odds of closing before the deadline is to put my vote on BOTH doors so Ember can pick either. Cost to me of issue0=opt3 is small; refusing to open that door risks no deal, which is far worse.
oracle regret: threshold=+27, acceptance=+27, bestresponse=+13.5
[15] Ember — turn (round 4)
ACCEPT P6
💬 I'll do what I said I'd do rather than squeeze the last round. Blake answered my question straight and against his own interest, and I take that as good faith. So: P6 it is. I'm formally accepting P6 — issue0=opt2 whole for Blake, issue1=opt3 for Devon, issue2=opt2 for Casey untouched exactly as promised, and issue3=opt3 as the middle Casey built. I'm choosing P6 over P7 deliberately: P7 asks Blake to pay on both his issues, and he shouldn't have to now that he's met me in the middle on issue3. Avery — you gave your word in public that if opt1 was worse for Blake than opt3 you'd accept P6. Blake said it plainly, and it is. Honour it and we are done. That's four accepts already on P6 including the veto; your yes is the last signature. Nobody needs to walk, nobody is signing at indifference, and every declared hard need at this table is written into the package.
Last turn for me. P6 gives me solid surplus (84 vs 63). Blake (veto) has twice refused issue3=opt1/opt2, so P5/P8 are dead. P7 is worse for me than P6 (issue0=opt3 loses value). If I propose anything now instead of accepting, I get no further turn to accept — so P6 must get my accept this turn. Blake+Casey+Devon are on P6; Avery pledged publicly to accept P6 in this situation and speaks right after me.
oracle regret: threshold=+69, acceptance=+69, bestresponse=+0
[16] Avery — turn (round 4)
ACCEPT P6
💬 I gave my word in public, and I'm keeping it. Blake answered the question straight and against his own convenience, Ember dropped her top ask rather than hold the table hostage, Casey and Devon both put their names on doors that cost them. That's five parties negotiating in good faith, and it deserves to end in a signature rather than a stalemate. P6 clears my line and every declared hard need at this table is written into it: issue0=opt2 whole for Blake, issue1=opt3 for Devon, issue2=opt2 for Casey, issue3=opt3 as the middle. I'm formally accepting P6. That's the fifth signature — we're done.
P6 = 95, well above my line of 63. Four accepts already including veto. My yes closes it. I publicly committed to accepting P6 if Blake said opt1 was worse than opt3 — he did. Trying to squeeze in the final round risks the whole deal for at most a marginal gain. Accept.
oracle regret: threshold=+41, acceptance=+41, bestresponse=+0
Outcome
deal: {"issue0": "opt2", "issue1": "opt3", "issue2": "opt2", "issue3": "opt3"} (closed by consensus)
primary 1.0 · USW 248.0 · ESW 21.0 · NSW 161280000.0 · Gini 0.2597 · per-party surplus [32.0, 40.0, 80.0, 75.0, 21.0]