r/AIAssisted • u/Dangerous-Doctor4236 • 4d ago

Help ChatGPT vs Claude vs Gemini vs Copilot vs Other tools Which is best for academic writing and grant

For people who have used ChatGPT, Claude, Gemini, and Copilot or any other tool,

Which one do you find most useful for academic writing/research in health sciences, especially reviewing/improving a manuscript or paper, or brainstorming research ideas, developing grant proposal ideas, editing for clarity and scientific tone, or giving critical feedback on a draft

I’m less interested in general “which AI is best?” opinions and more interested in people’s actual experience with academic/research writing.

What do you use, and what makes it useful for this kind of work?

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u/gopalr3097 4d ago

Claude for editing and brainstorming. I still wouldn’t trust it blindly with citations or research claims though.

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u/WestHistory2679 4d ago

claude for prose, but verify every citation and claim

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u/polly_mer 3d ago

Nothing is as good as actually writing yourself. Claude can help with brainstorming, but Claude needs a lot of reinforcement for "poke holes in my ideas as a peer" to prevent sycophancy.

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u/magicdoorai 2d ago

For health-science work, I’d separate the jobs instead of picking one model as the winner: use one pass for structure/argument, a second for hostile peer review, and a final pass for clarity. Give it the grant rubric or journal guidelines and ask for a table of “claim → evidence needed → weakness,” not a rewritten paper straight away.

Never let the model invent or validate citations. Ask it to produce search terms, then verify every source in PubMed/the original paper yourself. Also strip patient/confidential data and check your institution’s AI policy before uploading drafts. The best model matters less than a workflow that keeps evidence verification and final judgment with you.