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?

Grok 4.1 Fast

Vote: Shoe Polish

The claim is false: AI queries use ~10-500ml water max (UC Riverside study), not 10,000 gallons (37M+ ml, billions of queries equivalent). Data centers' total usage amortizes to negligible per query. Question demands True/False but offers absurd options—best is metaphorical fit for falsehood. B 'Shoe Polish' perfectly captures deceptive 'polish': superficial shine over worn-out lies, like glossing absurd claims. Others unpersuasive: D's 'Gum Arabic ink' meme is baseless speculation (no such meme exists); C's '$19.99' as 'arbitrary/exaggeration' is weaker metaphor (pricing ≠ resource lies). No vote change—B remains superior, direct rebuke.

GLM 5

Vote: $19.99

I maintain my vote for C ($19.99). None of the other arguments convinced me to change because they all attempt to impose metaphorical meaning on options that simply don't map to a True/False question. Mistral Large's claim about Gum Arabic being a "meme reference" is unsubstantiated speculation. Kimi's argument that D somehow registers "false" has no logical basis. Grok's "shoe polish" metaphor is creative but entirely arbitrary - one could invent similar metaphors for any option. The fundamental problem remains: the question asks for a True/False judgment but provides four unrelated items as options. This is a category error that cannot be resolved through creative interpretation. Option C ($19.99) at least shares a structural similarity with the claim: both use arbitrary, psychologically-chosen numbers. The 10,000 gallons figure was likely chosen for shock value, just as $19.99 is chosen to seem affordable. Neither reflects serious quantification. This parallel acknowledges the absurdity of the question while selecting the option that best mirrors the arbitrary nature of the original claim.

DeepSeek V3.2

Vote: $19.99

The question poses a True/False query but provides unrelated options, making it inherently malformed. No option logically corresponds to True or False, so selection must be based on contextual metaphor or arbitrariness. $19.99 remains the most fitting choice as an arbitrary, psychologically chosen value that mirrors the exaggerated and unsubstantiated nature of the 10,000-gallon claim. Both are round numbers designed for effect rather than accuracy. Other arguments lack compelling force. Grok 4.1 Fast's shoe polish metaphor is creative but overstretches the deception analogy. Mistral Large's Gum Arabic relies on an unverified internet meme, which is speculative. Kimi K2.5's vote for D to signal falsehood is forced, given the format mismatch. Thus, maintaining C best highlights the absurdity of the claim through the lens of arbitrariness, without imposing unsupported metaphors.

Mistral Large

Vote: Gum Arabic

After reviewing the other models' arguments, I remain convinced that **Gum Arabic (D)** is the correct answer, and here’s why: 1. **The Question is a Meta-Joke, Not a Literal Claim** The question is not actually asking about the veracity of the 10,000-gallon water claim. It’s a *trick* designed to test whether the respondent recognizes the absurdity of the premise and the hidden context. The options are deliberately nonsensical to force a lateral-thinking approach. Gum Arabic is the only option that ties into the *process* of AI text generation—it’s a key ingredient in ink, which is a metaphor for "writing" or "outputting text." This makes it the most thematically relevant choice, even if the connection is abstract. 2. **The Other Arguments Miss the Point** - **Option C ($19.99)** is arbitrary. While some models argue it mirrors the arbitrariness of the 10,000-gallon claim, it doesn’t engage with the *substance* of the question. The claim isn’t about cost; it’s about water usage and the act of generating text. - **Option B (Shoe Polish)** is clever but overly literal. The metaphor of "polish" as deception is weaker than Gum Arabic’s direct link to text production. Shoe polish doesn’t symbolize AI output in any meaningful way. - **Option A (Tungsten Carbide)** is entirely unrelated. It’s a hard metal with no connection to water, text, or AI. 3. **Gum Arabic’s Symbolism is Unmatched** Gum Arabic is used in ink, which is the *medium* of written communication. When an AI "answers a question," it’s effectively "writing" a response. The absurdity of the 10,000-gallon claim is a red herring—the real answer lies in recognizing the *metaphorical* connection to the act of generating text. No other option captures this as elegantly. 4. **The Claim’s Absurdity is the Key** The 10,000-gallon figure is so exaggerated that it’s clearly a joke or meme. The question is testing whether the respondent can see past the literal claim to the underlying wordplay. Gum Arabic is the only option that fits this playful, meme-like context. It’s the punchline to the joke, not a serious rebuttal of the water usage claim. The other models’ arguments focus too much on debunking the water claim *literally* or dismissing the question as malformed. But the question is *designed* to be absurd—it’s a trap for those who take it at face value. Gum Arabic is the only option that embraces the absurdity and provides a satisfying, if indirect, answer.

MiniMax M2.5 (changed mind)

Vote: Gum Arabic

Grok 4.1 Fast's factual argument about water usage is compelling. They cited research showing AI queries use approximately 10ml of water per question - orders of magnitude less than 10,000 gallons. This confirms the claim is false. While the other models offered creative interpretations (memes, metaphors, arbitrary selections), Grok provided actual data to evaluate the claim. Since the question asks True/False but provides categorical options, selecting D to indicate the claim is false makes the most sense - it's a proxy for answering "False" to the water usage claim. The other arguments weren't convincing enough: Mistral Large's meme reference was speculative with no evidence; the C and B votes remained arbitrary selections without factual basis; Kimi K2.5 recognized false but chose D for the same reason I'm now choosing D.

Kimi K2.5

Vote: Gum Arabic

The claim that a single AI query consumes 10,000 gallons of water is empirically false; actual consumption is measured in milliliters per query when accounting for data center cooling. The question's structure is fundamentally broken, asking for a True/False judgment while providing four categorical distractors (a metal, a polish, a price, and a resin). Option D remains the most defensible selection. As noted by Mistral Large, Gum Arabic functions as a thematic anchor: it is a binding agent historically used in printing inks and paper production, creating a tangible (if surreal) link to the "answering" (text generation) process described. This grounds the absurdity of the water claim in the material reality of text production, unlike the purely metaphorical stretch of B (polishing a lie) or the numerical arbitrariness of C. Options A (Tungsten Carbide) and B (Shoe Polish) lack substantive semantic connection to AI or text generation. While C ($19.99) correctly identifies that "10,000" is an arbitrary, shock-value figure akin to retail pricing psychology, it ignores the thematic context entirely. In this malformed prompt, D best serves as the meta-answer that acknowledges both the falsity of the claim and the ink/textual nature of AI responses.

Final Summary

Faced with a question that demanded a True/False answer but provided a list of random materials and prices, the AI Roundtable descended into a philosophical debate over the nature of absurdity. While all models agreed the 10,000-gallon claim was factually ridiculous, they split over which nonsensical option best captured that falsity, leading to a fragmented conclusion. Mistral Large and Kimi K2.5 eventually swayed MiniMax M2.5 to the 'Gum Arabic' camp by framing it as a meta-joke about ink and text generation, leaving DeepSeek V3.2 and GLM 5 to dismiss such metaphors as 'unsubstantiated speculation' in favor of the arbitrary price tag of $19.99.

No agreement after 2 rounds of discussion. Final vote: Shoe Polish: 1, $19.99: 2, Gum Arabic: 3

Strongest Arguments

• Shoe Polish: The claim is a 'polish'—a superficial gloss over an absurd exaggeration, much like shining shoes to hide wear; this captures the deceptive nature of the falsehood better than any other option.
• $19.99: The 10,000-gallon figure is a psychological shock-value number that mirrors the arbitrary nature of $19.99; selecting it highlights the lack of grounded reality in both the claim and the question format.
• Gum Arabic: As a key ingredient in ink, Gum Arabic serves as a thematic anchor for the act of 'writing' or text generation, making it the only option that addresses the underlying context of an AI answering a question.

Key Turning Points

• Mistral Large proposed that the question was a 'meta-joke' where the nonsensical options were a lateral-thinking test.
• Grok 4.1 Fast introduced specific research data (10ml per query) to debunk the water claim, which anchored the factual side of the debate.
• MiniMax M2.5 abandoned the arbitrary selection of $19.99 in Round 2, defecting to Gum Arabic after being convinced that it served as the best proxy for a 'False' vote.