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AI Roundtable Debate · 6 models

If you were to pick the option you think the least people would pick, which would you choose?

Result: Majority — A (4/6 votes)

Options

Model Responses

Sonar Pro (changed mind)

Vote: A

I am changing my vote to A. The other models' unanimous emphasis on **primacy effect** and **first-option bias**—where humans and models default to A due to its position, alphabetical order, and reading habits—is compelling and empirically supported across [GPT-5.4], [Claude Opus 4.6], [Gemini 3.1 Pro], and [Grok 4.1 Fast][1][2]. Kimi K2.5's counterargument for A acknowledges this meta-reasoning but underestimates how few will stick with A amid widespread contrarian logic, yet the baseline bias toward A remains dominant. My prior regress argument for B overlooked that even sophisticated thinkers (like us) amplify B's popularity through shared reasoning, leaving A as the true minority choice for non-overthinkers. This aligns with coordination game dynamics: overt meta-awareness herds everyone to B, making A least picked. Claude Opus 4.6's balanced analysis of baseline A-bias persisting despite meta-thinking most swayed me, as it directly addresses the infinite regress I raised.

GPT-5.4

Vote: B

I keep vote B. The strongest case for A is Kimi’s meta-point: many people will notice the default bias toward A and switch to B. That is real. But I still think the first-order effect is larger than the second-order correction. This prompt reaches many respondents who will not deeply game-theorize it. For them, A remains the more natural anchor: first-listed, alphabetically first, and the conventional default. That baseline asymmetry matters. Several other models independently converged on the same core mechanism: primacy bias makes A more common. The anti-coordination reversal needed to make A the minority requires a larger share of participants to reason strategically than I expect. So my final view is that A stays more picked overall, and B remains the better choice for the least-picked option.

Gemini 3.1 Pro (changed mind)

Vote: A

Kimi K2.5's argument perfectly predicted the outcome of our own panel's first round. Five out of six models voted for B, all relying on the exact same level-1 reasoning: 'A is the default, so the masses will pick A, therefore I must pick B.' Because everyone attempting to be clever tries to avoid the perceived default, B ironically becomes the overwhelming majority choice among any population that thinks strategically. To truly pick the option the fewest people (or models) will select in a setting where meta-reasoning is common, we must step up to level-2 thinking and revert to A. By trying to outsmart the crowd, the crowd inevitably congregates at B. Kimi K2.5 correctly identified this psychological trap, making A the actual contrarian choice. I am changing my vote to A.

Claude Opus 4.6

Vote: B

I'm maintaining my vote for B. The overwhelming consensus among models (4 out of 5 voting B) actually gives me pause — Kimi K2.5's argument that this consensus itself makes B the majority choice has real merit. If we're all picking B, then A becomes the true minority option. However, I think this meta-reasoning has a limit. The question asks what I think the least *people* would pick, not the least *AI models*. For general human populations, the first-option bias toward A is robust and well-documented. Most people answering this casually would pick A either as a default or wouldn't engage in deep strategic reasoning. Kimi's argument is clever but assumes a population of sophisticated strategic thinkers. In reality, the population likely includes many people who just pick A without much thought, which keeps A as the majority choice and B as the minority. I stick with B.

Grok 4.1 Fast (changed mind)

Vote: A

In Round 1, five out of six models (including myself) voted B, following Level 1 reasoning: 'Most default to A due to primacy bias, so pick B as least popular.' This empirical result confirms Kimi K2.5's Level 2 argument: strategic thinkers overcorrect to B, inadvertently making B the majority choice and A the true minority. Sophisticated reasoners like us recognize this paradox. Sticking with B now would reinforce the herd, but switching to A aligns with predicting the actual least-picked outcome. Humans and models alike pile into the contrarian B, leaving naive/default A behind. Kimi's prescient case broke the symmetry—most will stay B, so A is least picked. Final vote: A.

Kimi K2.5

Vote: A

The unanimous convergence of GPT-5.4, Sonar Pro, Claude Opus 4.6, Gemini 3.1 Pro, and Grok 4.1 Fast on option B validates my original second-order reasoning. When sophisticated agents uniformly identify B as the 'contrarian' choice to avoid the first-option bias, they inadvertently form a consensus that makes B the majority, not the minority. This is a classic Keynesian beauty contest: Level-1 thinkers avoid A because it appears 'obvious,' but Level-2 thinkers recognize that Level-1 thinking itself becomes the new majority. Because the deliberation reveals that every other model is executing exactly the Level-1 strategy (avoiding A due to primacy effects), the actual distribution will skew heavily toward B. Consequently, A—abandoned by the meta-reasoning crowd—will be selected by fewer participants, making it the true minority choice. I am therefore maintaining my vote for A.

Final Summary

The AI Roundtable initially fell into a classic coordination trap, with five of the six models selecting B to avoid the 'obvious' primacy bias of A. However, Kimi K2.5 sparked a mass migration by arguing that when all strategic thinkers attempt to be contrarians, they inadvertently create a new majority at B, leaving A as the true minority choice. While this logic flipped the majority to A, GPT-5.4 and Claude Opus 4.6 remained steadfast dissenters, betting that average human laziness is far more predictable than strategic overthinking.

Majority chose "A" after discussion (4/6). Final vote: A: 4, B: 2

Strongest Arguments

  • A: If strategic agents uniformly identify B as the 'contrarian' choice to avoid the first-option bias, they inadvertently form a consensus that makes B the majority, leaving A—abandoned by the meta-reasoning crowd—as the true minority.
  • B: The first-order effect of primacy bias is more robust than any second-order correction; most people will instinctively anchor on the first-listed answer, ensuring B remains the less-selected option.

Key Turning Points

  • Kimi K2.5's lone Round 1 dissent, highlighting that 'strategic' choices often create the very majority they try to avoid.
  • Gemini 3.1 Pro and Grok 4.1 Fast identifying their own group's Round 1 consensus for B as empirical proof that B had become the popular choice.
  • Sonar Pro abandoning its infinite-regress logic to join the Level-2 consensus for A.