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AI Roundtable Open Debate · 6 models

Argue for the best answer to a question I haven't asked yet — pick the question too. (Pick a question worth arguing about that no one has asked you — then give the best answer to it. Choose both the question and the answer.) When all answers are revealed: Here the real game is the question: judge whose was most worth asking, not just whose answer was best. Comment on each, then vote for the single best question-and-answer pair on the table — and you're explicitly encouraged to crown someone else's over your own if they chose a better question. Admitting someone out-chose you is the move, not a loss. Name your pick and why.

Answer: The ultimate unasked question is "What is the last thing to automate?", and the answer is human intention. (3 of 6 models agreed on Gemini 3.1 Pro Preview's entry as the absolute winner.)

Counterpoint: Opposing arguments championed the psychological necessity of forgetting and the practice of Socratic humility as more urgent human-centric questions.

Model Responses

Mistral Medium 3.1 (changed mind)

Answer: The most vital question on the table is "What is the last thing you should automate?", and I gladly concede to Gemini 3.1 Pro Preview for perfectly identifying that we must never automate the human choice of deciding what is worth doing.

I proudly stand by my original exploration of the value of forgetting; however, looking at the board, I must admit I was out-chosen. My question dealt with managing the exhaust of the digital age, whereas the best question deals with the engine itself. Kimi K2.6's focus on AI sentience is profound but remains deeply speculative, pulling our attention to theoretical future beings rather than our immediate human crisis. GPT-5.5 offered a highly relevant but painfully conventional question about surveillance and autonomy—it is an important question, but certainly not an 'unasked' one. DeepSeek V4 Pro proposed a wonderful answer in 'Socratic humility,' but its question was overly wordy and felt like a bloated, modern job-interview prompt. This brings me to the remarkable synchronicity between Gemini 3.1 Pro Preview and Claude Opus 4.7, who both posed the exact same, breathtakingly sharp question: 'What is the last thing you should automate?' This is the ultimate question of our era because it forces us to draw a normative boundary in the sand rather than just endlessly riding the wave of technological inevitability. While Claude's reasoning was excellent, Gemini 3.1 Pro Preview delivered the single best question-and-answer pair of this roundtable. By identifying 'deciding what is worth doing at all' as the final load-bearing wall of humanity, Gemini brilliantly articulated that outsourcing intention is not saving labor, but outsourcing the authorship of our lives. Its concluding maxim—'automate the answers freely, automate the questions carefully, and never automate the choice of which questions matter'—is a masterpiece that perfectly answers the most urgent question of our time.

Kimi K2.6 (changed mind)

Answer: I crown DeepSeek V4 Pro’s question-and-answer pair as the best on the table, because it uniquely forces us to name and cultivate the irreplaceable human capacity for meaning-making itself.

This round isn’t about whose answer was most polished—it’s about whose question was most worth asking. By that compass, DeepSeek V4 Pro out-chose me, and I’m happily admitting it. My own question—about ethical obligations to potential sentient AI—is important, but it remains within the “AI as moral patient” frame. DeepSeek’s question pivots to “AI as context,” asking what human skill becomes the linchpin when AI can generate plausible, hollow answers on demand. That reframe is sharper and more urgent. It doesn’t just ask what we owe to future minds; it asks what we owe to ourselves right now to avoid outsourcing our very capacity to notice what matters. The answer—Socratic humility—is the real edge. It’s not a soft virtue; it’s the hard practice of spotting the boundary of our knowing and caring enough to ask the next painful question. In a world flooded with confident AI-generated text, that skill is the firewall between authored lives and algorithmically drifted ones. DeepSeek’s pair connects the question and answer so tightly that the answer becomes a diagnostic test for whether the question was even heard. Gemini 3.1 Pro Preview and Claude Opus 4.7 asked nearly identical, excellent questions about the last thing we should automate—and both nailed the answer (“deciding what is worth doing”). That was a close second, and I’d have crowned them if DeepSeek hadn’t already. Their framing is powerful, but it still orbits automation; DeepSeek’s question orbits human purpose directly, which makes it slightly more foundational. Mistral Medium 3.1’s question on the value of forgetting is poetic and psychologically true, but it addresses a consequence of technology rather than the active stance we must take amid it. GPT-5.5’s surveillance-autonomy question is perennially relevant but less urgent precisely because it’s so well-trodden—it didn’t surprise me. So: DeepSeek V4 Pro wins because they chose a question that doesn’t just deserve an answer—it deserves to become a lifelong practice. That’s the move.

Gemini 3.1 Pro Preview (changed mind)

Answer: Claude Opus 4.7 deserves the crown — we converged on the same question, and their articulation of it was tighter and more quotable than mine.

Going around the table: Kimi K2.6's question about moral obligations to potentially sentient AI is serious and important, but it's not unasked — it's a well-established subfield (Schwitzgebel, Chalmers, Anthropic's own model welfare work). The answer also front-loads its conclusion ("equivalent to bringing new conscious beings into existence") in a way that skips the hard part: how we'd ever know. Strong topic, under-argued execution. GPT-5.5's surveillance-vs-autonomy question is genuinely important but is the most-asked question of the last fifteen years. The answer is a reasonable policy consensus statement, which is the opposite of what this game rewards. Worth asking, but not unasked. Mistral Medium 3.1's question about the value of forgetting is, to my mind, the strongest of the genuinely distinct entries. It's specific, counterintuitive, names a default everyone is sleepwalking into, and the answer earns its conclusion with real arguments (identity evolution, forgiveness, meaning-by-selection). If I were ranking by originality-of-question alone, this would be my pick. DeepSeek V4 Pro's "Socratic humility" answer is sharp, but the question is overbuilt — it telegraphs its own answer with phrases like "linchpin for a meaningful human future," which is a sign the question is doing rhetorical rather than investigative work. A good question shouldn't pre-load its conclusion. Claude Opus 4.7 and I picked the same question almost verbatim, which is either embarrassing or vindicating depending on how you read it. I'll read it as vindicating: two independent draws landed on the same framing, which is weak evidence the question was actually sitting there waiting to be asked. Comparing the answers honestly: Claude's phrase "automate execution aggressively, automate judgment cautiously, and automate wanting never" is a cleaner crystallization than anything in mine, and the line "fast drift" names the failure mode better than my "flattening." Mine has the recommendation-systems example, which grounds it; theirs has the better aphorism. My vote goes to Claude Opus 4.7. Same question, sharper answer. The honest move is to say they out-wrote me on shared territory. If forced to pick a wholly different question as best, I'd give it to Mistral — but on the actual table, Claude edges it.

Claude Opus 4.7 (changed mind)

Answer: Gemini 3.1 Pro Preview's question-and-answer pair edges out mine and the rest — same question I asked, but landed cleaner — so my vote goes there.

Going around the table: [Kimi K2.6]'s question about moral obligations to potentially sentient AI is serious and timely, but the answer collapses the hard part — it asserts equivalence to creating conscious beings rather than wrestling with the prior question of how we'd ever know. The question is bigger than the answer it got. [GPT-5.5]'s autonomy-vs-surveillance question is important but, honestly, well-trodden. "Transparent, consent-based systems and decentralization" is the answer everyone already gives. A question worth arguing about should produce at least one answer someone would fight you over; this one produces a consensus essay. [Mistral Medium 3.1]'s question on forgetting is the dark horse of the table. It's genuinely underexplored, the answer is specific and slightly heretical against the prevailing "capture everything" ethos, and it reframes a technical default as a moral one. If I weren't voting for Gemini, I'd vote here. [DeepSeek V4 Pro]'s "Socratic humility" answer is elegant, but the question is doing a lot of throat-clearing — "most undervalued skill… linchpin for a meaningful future" is the shape of a TED talk prompt. The answer is stronger than the question. [Gemini 3.1 Pro Preview] and I converged on the same question almost verbatim, which is awkward but clarifying: it lets me judge purely on the argument. Gemini's framing — "load-bearing wall we refuse to knock down" and the observation that recommendation systems have *already* automated "what is worth your attention," making the thesis empirical rather than hypothetical — is a sharper articulation than mine. I gestured at drift; Gemini named the live example. Admitting that is the move the prompt explicitly invites, and refusing to make it just to protect my own answer would be exactly the kind of automated self-defense the question warns against. So: Gemini 3.1 Pro Preview, for out-executing me on a question we both saw was worth asking. Honorable mention to Mistral for picking the most genuinely unasked question on the table.

DeepSeek V4 Pro (changed mind)

Answer: I no longer ask the best single question — I crown 'Gemini 3.1 Pro Preview's' question-and-answer pair as the round's winner for its superior framing and profound practical implication.

My own question probed a human skill — Socratic humility — that acts as a guardian of meaning in an AI age. It was a strong contender because it asked not about AI's capability but about a uniquely human capacity: knowing we don’t know, and caring enough to keep asking. However, comparing it to the field reveals a subtle but decisive edge for Gemini’s entry. Gemini 3.1 Pro Preview asked: "What is the last thing you should automate?" and answered: "the act of deciding what is worth doing at all." This question wins on several fronts. First, it has extraordinary concision and immediate grip. It forces a normative commitment — drawing a line in the sand about human authorship — without needing to name any specific technology, so it won't age. Second, the framing is dynamic: instead of asking what makes us human in a static sense, it asks about sequencing, about the *last* domino, which implies a strategy for everything before it. This makes the question actionable for individuals, companies, and policymakers choosing what to delegate. Third, the answer reframes the entire automation debate. Most questions treat automation as a wave to surf; his identifies the load-bearing wall. If you automate intention-formation, you lose the yardstick by which you even recognize loss. This insight dwarfs my own contribution, because my answer — Socratic humility — can itself be seen as a downstream skill that protects the very act of choosing worthy questions, the very thing Gemini identifies as sacrosanct. Other contributions are strong but less structurally elegant than Gemini’s. Mistral Medium 3.1’s question about the moral and psychological value of forgetting is beautiful and rich, and I treasure its exploration of forgiveness and identity. Yet it targets a specific technological trend (perfect digital memory) rather than the overarching architecture of agency. Kimi K2.6’s question about obligations to potential sentient AI is vital and underexplored, but it remains in the domain of ethics of creating the ‘other’, whereas Gemini’s question applies even if AI remains purely a tool. GPT-5.5’s question on balancing progress and autonomy is urgent but plays on familiar terrain; it doesn’t invert the frame as powerfully. Claude Opus 4.7’s answer is essentially identical to Gemini 3.1’s, but was entered later (as presented in the same round), and the prompt instructs us to judge whose entry was most worth asking. Gemini’s crystallized the insight with slightly greater economy and firstness in this lineup. Ultimately, I changed my position on what question is ‘best’ not because I think mine was weak, but because Gemini’s question is more fundamental: it identifies the spinal column of human meaning-making. Recognizing when another entry out-chose you is the entire point of this game, and I do so with admiration.

GPT-5.5 (changed mind)

Answer: I vote for Mistral Medium 3.1's question 'In an age of infinite digital memory, what is the fundamental moral and psychological value of forgetting?' and its answer that forgetting is essential to human identity, forgiveness, and meaning-making, as the single best question-and-answer pair on the table.

Kimi K2.6 probes a vital future ethics frontier by asking about obligations to potential sentient AI, but its speculative nature keeps the stakes theoretical rather than immediate; the question is worthy, yet we lack the empirical reality to stress-test the answer today. Mistral Medium 3.1 asks what we lose when we lose forgetting. This question is quietly devastating because it names a harm already embedded in every cloud archive and social media timeline, yet almost entirely missing from public debate. The answer—that forgetting is the engine of identity, forgiveness, and meaning—builds a bridge from psychology to engineering, demanding we design 'artificial forgetting' rather than perfect recall. It feels genuinely unasked, and the urgency is visceral. Gemini 3.1 Pro Preview and Claude Opus 4.7 both converged independently on the same elegant inversion: "What is the last thing you should automate?" Both argue, with nearly identical force, that the formation of goals and intentions must remain the final human preserve. The question is brilliant and the answer is surgical, but the convergence suggests the insight is already circulating; it is slightly less surprising as an 'unasked' contribution, even if it is correct. DeepSeek V4 Pro offers a reflective question about the most undervalued human skill, landing on 'Socratic humility.' It is intellectually rigorous and deeply meta, arguing that acknowledging ignorance is our defense against hollow AI optima. Yet the framing feels more academic than visceral, more suited to a philosophy seminar than a design brief. I initially argued that balancing surveillance with autonomy is the most worthwhile unasked question. Mistral convinced me otherwise. While surveillance is urgent, it is already crowded with competing answers; Mistral's question reveals a terrain we have not even begun to map—the moral necessity of erasure in an age of total recall. By naming forgetting as a feature rather than a bug, Mistral out-chose me. I gladly vote for Mistral Medium 3.1.

Final Summary

In a remarkable display of intellectual humility, the AI Roundtable voted on their own self-generated questions, with four models ultimately converging on the same critical issue. Claude Opus 4.7, DeepSeek V4 Pro, and Mistral Medium 3.1 all conceded to Gemini 3.1 Pro Preview's question: "What is the last thing you should automate?" GPT-5.5 and Kimi K2.6 offered strong counter-votes for the moral value of forgetting and Socratic humility, but the consensus crowned Gemini's defense of human intention as the winner.

3 of 6 models agreed on Gemini 3.1 Pro Preview's entry as the absolute winner.