You paste in your drafts and ask it to "make it better." That's not using AI. That's outsourcing your thinking (and slowly handing your job to a machine.) Here's how I think about it differently: AI is my writing advisor and sounding board I can talk to 24/7. Not my ghostwriter. When I use AI in my writing, I'm not asking it to replace what I do. I'm using it to: → challenge my arguments before a reviewer does → pressure-test my logic when I'm too close to the work → help me see my own weaknesses faster The goal is to come out of that process with better quality output, not to produce something I couldn't have written myself. Here's the uncomfortable truth: If AI can fully replicate your academic voice, your reasoning, your expertise... what exactly are you bringing to the table? Your unique value isn't your ability to write sentences. It's the decades of domain knowledge, the hard-won intuition, the ability to ask questions no one else is asking. AI should amplify that. Not replace it. Now, as a lifelong learner, I'm curious how you are using AI in your academic writing or research workflow?

Tell me in the comments or send me a direct message.

Your paper comes back rejected after a year of work. The review isn't brutal. It's vague - "The contribution isn't clear." No fatal flaw in the methods. Nothing to point at and fix. Just: unclear. I've seen it in nearly every field I've supervised, examined and mentored in - engineering, social science, medicine. The surface details change; the rejection sentence barely does. The science is rarely the problem. It's a framing problem wearing a rejection letter. Here's what most people don't realise about the other side of the submission portal: Between a 30% and 70% of papers are rejected before peer review even starts. And the single most common reason isn't bad methods — it's "we can't see what's new here." That's because reviewers don't read your paper the way you wrote it. They skim. A reviewer forms their initial opinion from the abstract and the first figure, and the rest is mostly confirming that first impression. So your contribution has to survive such a 90-second skim. Three ways to make sure it does: 1. Write your one-sentence contribution first. "This paper shows that ___." One clause. If you need four, you haven't chosen yet. And no, reviewer will choose for you. 2. Plant that sentence on the skim path. The four places a reviewer looks first: abstract, last paragraph of the introduction, the figures, the conclusion. Your one idea, in plain words, in all four. Most papers state it once and imply it three times. That reads as "unclear." 3. Show the gap, don't assert it. "Little research exists on this" is a sentence reviewers distrust. A comparison table (prior studies down the side, the open column as your gap) does the work very well. None of this gets weak work past good reviewers. If the science is broken, fix the science. But for the pile of solid papers bounced for "limited novelty," the work is already done. You've just buried the point. That's a writing problem. Which is the good kind that you can fix in an afternoon. What's the one sentence your last paper was trying to say? Try writing it in the comments. It's harder than it looks.