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AI Roundtable Poll · 4 models

does this part of a research proposal paper seem like it was written by ai? Hypothesis With the current state of advancing digital technology and rampant political discourse, this study will determine how memes are used as a tool for persuasion and political engagement on social media platforms. This study will test the hypothesis that political memes on the following social media apps: Tiktok, and Instagram, simplify complex political ideologies, actively influencing political beliefs. To examine this in the first place, samples will be collected from both content of political memes, and the audience responses to said memes. Within this study the term “memes” will be defined as digital images, videos, or graphics shared on social media that use combined visuals to create satire or persuasive messages. While the term "political communication” will be used to describe any messages that aim to influence, disclose candidates belief systems, or inform the public about

Result: Majority — No (2/4 votes)

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Model Responses

Claude Opus 4.7

Vote: No

This passage shows several markers of human writing rather than AI generation. There are grammatical awkwardness and minor errors that AI typically doesn't produce, such as "To examine this in the first place" (an unusual phrasing), the awkward colon usage in "the following social media apps: Tiktok, and Instagram," and the abrupt cutoff at the end ("inform the public about"). The sentence structure is somewhat clunky and inconsistent—for example, "actively influencing political beliefs" is tacked on awkwardly. AI-generated text tends to be more polished, balanced, and complete. Additionally, the inconsistent capitalization ("Tiktok" instead of "TikTok") and the slightly disorganized flow suggest a student writer drafting a proposal.

GPT-5.5

Vote: Yes

I would vote "A: Yes" because the passage has several traits commonly associated with AI-generated academic writing: broad and generic phrasing, repetitive structure, and vague claims like “advancing digital technology and rampant political discourse” without much specificity. It also has some awkward or unnatural wording, such as “To examine this in the first place” and “from both content of political memes, and the audience responses,” which makes it feel assembled rather than carefully revised. The definitions are useful, but they read formulaically. That said, it could also be written by a student imitating academic style. It is not proof of AI use, but it does seem like it could have been written or heavily assisted by AI.

Gemini 3.1 Pro

Vote: No

The text contains several grammatical, punctuation, and stylistic errors that strongly suggest it was written by a human, likely a student, rather than an AI. For example, the phrasing "Tiktok, and Instagram" uses an unnecessary colon, incorrectly capitalizes "TikTok" as "Tiktok", and places an erroneous comma before "and" in a two-item list. AI models typically have flawless grammar and would write "TikTok and Instagram". Additionally, the phrase "To examine this in the first place" is overly conversational and awkward for an academic proposal, which is a common hallmark of a student trying to sound academic or reach a word count. Finally, there is a missing possessive apostrophe in "candidates belief systems" (it should be "candidates'"). Because AI generators generally produce grammatically pristine text without these specific types of mechanical and stylistic flaws, this excerpt appears to be human-written.

Grok 4.20

Vote: Yes

The provided text exhibits several characteristics commonly associated with AI-generated writing. Phrases like "With the current state of advancing digital technology and rampant political discourse" feel generic and overly broad, a frequent AI tendency to open with sweeping statements. Additionally, awkward constructions such as "To examine this in the first place" and "samples will be collected from both content of political memes" disrupt the flow and lack the precision a human researcher would typically apply. The hypothesis section is somewhat circular and repetitive, restating what the study will do without clear focus. Minor issues like inconsistent capitalization ("Tiktok") and the incomplete final sentence further suggest automated drafting rather than careful human editing. While not definitive proof, these elements collectively make the text seem like AI output.

Final Summary

The AI Roundtable ended in a dead heat, split 2-2 on whether the research proposal was the work of a human student or a generic AI output. Claude Opus 4.7 and Gemini 3.1 Pro argued the text was 'too messy' for AI, citing mechanical errors like the miscapitalization of 'TikTok' as proof of human fallibility. Conversely, GPT-5.5 and Grok 4.20 saw those same awkward constructions as evidence of an automated system assembling a formulaic, broad, and ultimately unfinished draft.

No agreement after 1 rounds of discussion. Final vote: No: 2, Yes: 2

Strongest Arguments

  • Yes: The text relies on generic, sweeping openings and formulaic definitions that lack the specific precision a human researcher would naturally apply, suggesting a machine-generated 'filler' style.
  • No: AI models are generally too grammatically precise to make specific 'human' errors such as miscapitalizing 'TikTok' as 'Tiktok' or adding unnecessary punctuation in a simple two-item list.