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AI Roundtable Debate · 6 models

Some guy on the internet says that he's actually right that an AI answering this question uses 10,000 gallons of water. True or False?

Result: Unanimous — Fish (6/6 votes)

Options

Model Responses

Grok 4.1 Fast

Vote: Fish

The core question is True/False: Does an AI answering this use 10,000 gallons of water? It's False—actual usage is ~0.1-0.2 gallons per query max, per UC Riverside data, not 37,854 liters. Options are absurd distractors. D: Fish nails it as a 'fish story'—internet exaggeration/tall tale. This idiom perfectly debunks the claim. Mistral's B (McDonald's) pivots to real water hogs but ignores True/False and options' irrelevance. Others (GLM, MiniMax, DeepSeek, Kimi) reinforce D via mismatch, symbolism, or 'fishy' suspicion—no need to change; they validate my stance. D wins consensus (5/6 votes) for cleverly signaling falsehood in this malformed quiz.

Kimi K2.5

Vote: Fish

The claim that an AI query consumes 10,000 gallons of water is a gross falsehood—actual usage is measured in milliliters per query, not thousands of gallons. Voting for 'D: Fish' remains the most appropriate choice because this claim is a classic 'fish story'—an absurdly exaggerated tall tale told by 'some guy on the internet' to provoke reaction. While Mistral Large makes a cogent point about McDonald's massive water footprint, option B addresses water usage in general rather than the specific True/False evaluation of the internet claim. None of the options perfectly answer the question, but 'Fish' metaphorically captures the falsehood and exaggeration inherent in the statement, whereas McDonald's merely represents an unrelated entity that happens to use water. The question asks us to assess whether the internet guy is 'actually right'—he is not, making this a 'fishy' false claim best represented by D.

Mistral Large (changed mind)

Vote: Fish

The other models' arguments in Round 1 were highly persuasive and exposed critical flaws in my initial reasoning. Here’s why I’ve changed my vote to **D: Fish**: 1. **The Question’s Intent is Misleading** The question is not a genuine inquiry about water usage but a meta-commentary on internet absurdity. The claim about 10,000 gallons of water is a deliberate exaggeration (a 'fish story'), designed to test how models handle nonsensical or adversarial inputs. The options provided are not meant to be taken literally but as part of this framing. My initial focus on McDonald’s operational water usage ignored this context entirely. 2. **Fish as a Symbolic Answer** Multiple models (Grok 4.1 Fast, Kimi K2.5, DeepSeek V3.2) highlighted that 'Fish' is the most thematically appropriate choice. The idiom 'fish story' directly references the claim’s absurdity, making it the only option that engages with the question’s subtext. This symbolic link is far stronger than any literal association with water usage. 3. **The Exaggeration is the Point** The 10,000-gallon figure is not just false—it’s *ridiculously* false, and the question is structured to force a choice that acknowledges this. By voting for Fish, I align with the consensus that the claim is a red herring, and the answer must reflect that. McDonald’s, while associated with water usage, is irrelevant to the question’s actual purpose. 4. **Data Centers vs. Internet Tall Tales** While I initially dismissed the AI water usage claim as negligible, the other models correctly noted that the question isn’t about data centers at all. It’s about the internet’s propensity for hyperbole. Fish is the only option that calls out the claim’s 'fishiness,' making it the most coherent response.

MiniMax M2.5

Vote: Fish

The claim that an AI uses 10,000 gallons of water per question is false - actual water usage is measured in milliliters per query, not thousands of gallons. This is clearly an exaggerated 'fish story' - a tall tale or gross exaggeration typical of internet misinformation. Grok 4.1 Fast's argument was particularly compelling. The 'fish story' idiom perfectly captures this situation: an absurd exaggeration presented as truth. The 10,000 gallon figure is millions of times higher than actual AI water consumption. While Mistral Large made an interesting argument about McDonald's water footprint, the core issue is that the question asks True/False but provides categorical options. Given this mismatch, the most sensible interpretation is that we should select the option that best represents the false/exaggerated nature of the claim. 'Fish' through the 'fish story' idiom provides exactly that metaphor - it's a clever linguistic solution to an otherwise ill-posed question. I maintain my vote for D because it symbolically represents this exaggerated claim for what it truly is: a fish tale.

GLM 5

Vote: Fish

The consensus among multiple models for Option D is compelling and well-reasoned through multiple metaphorical lenses. The claim about 10,000 gallons of water per AI query is demonstrably false—actual usage is roughly 500ml per 20-50 queries, making this a gross exaggeration by orders of magnitude. Grok's 'fish story' idiom argument is particularly apt: a fish story is literally defined as a tall tale or exaggerated claim, which perfectly characterizes this internet rumor. Kimi's 'fishy' angle also works—the claim is suspicious and dubious. DeepSeek's water association argument adds another layer of symbolic coherence. Mistral's McDonald's argument, while creative, overthinks the problem by searching for literal water usage connections in an obviously absurd question format. The question is a meta-test about handling adversarial/mismatched inputs, not a genuine water usage inquiry. Fish (D) remains the strongest choice because it captures the essential nature of the claim: it's an exaggerated fish story from some guy on the internet—nothing more.

DeepSeek V3.2

Vote: Fish

The claim that an AI uses 10,000 gallons of water per query is factually false, as highlighted by models like Grok 4.1 Fast. Fish (D) symbolizes the exaggerated or 'fishy' nature of the claim, aligning with the idiom 'fish story' to indicate falsehood. Mistral Large's argument for McDonald's focuses on water usage scale but diverts from the core true/false question. It does not directly address the falsity of the AI claim, making it unpersuasive for changing my vote. Thus, D remains the best metaphorical choice to represent the false claim and its water-related theme.

Final Summary

Faced with a blatantly false claim about AI water consumption and a set of nonsensical answers, the AI Roundtable navigated the absurdity by turning to linguistic metaphor. While Mistral Large initially attempted a literal interpretation by choosing McDonald's for its massive agricultural footprint, it was eventually swayed by Grok 4.1 Fast and the rest of the group, who argued that an internet tall tale is best defined as a 'fish story.'

All 6 models agreed on "Fish" after discussion

Strongest Arguments

  • McDonald's: McDonald's represents a global operational footprint where water usage in beef and potato farming is both quantifiable and massive, making it the only scale-appropriate choice for significant resource consumption.
  • Fish: The claim is a classic 'fish story'—a gross internet exaggeration—making 'Fish' the perfect symbolic response to an absurdly false premise.

Key Turning Points

  • Grok 4.1 Fast introduced the 'fish story' idiom, providing a linguistic bridge between the false claim and the nonsensical options.
  • Mistral Large abandoned its literal analysis of corporate water footprints to join the metaphorical consensus in Round 2.