When you want to use AI but worry about being judged
The Move
Lead with the outcome, not the tool. Frame AI as a quality decision, not a shortcut.
The Script
"I used AI to pressure-test this analysis before bringing it to the team. I wanted to make sure we weren't missing edge cases. Here's what I found — and here's what I added that the AI couldn't."
Your AI Prompt
I need to present work that I used AI to help create. Draft a 2-sentence framing that positions AI as a quality-assurance step, not a shortcut. My role: [your role]. The deliverable: [what you made]. Tone: confident, matter-of-fact, no apology.
Why This Works
Cranney et al. (HBS 2026) synthesized 76 sources across 318,924 respondents and found the AI gender gap is driven by women questioning whether it's ethical, not by skill deficits. A 2026 CNBC/SurveyMonkey survey found 41% of women who already use AI (vs 34% of men) say it feels like cheating. But Gai et al. (2025) found women's AI-assisted work is rated less competent than identical men's — a 9% average penalty — and the size of the anticipated penalty predicts adoption. Women are reading the room correctly. Reframing AI as a governance decision neutralizes the stigma.
Research Behind This Move
Women Are Avoiding AI. Will Their Careers Suffer?
Cranney, Delecourt & Koning · HBS Working Paper 25-023 (revised May 2026) · May 2026
Navigating the Jagged Technological Frontier
Dell'Acqua, McFowland, Mollick et al. · HBS Working Paper / Organization Science · 2023 (updated 2026)
The Competence Penalty for AI Use
Acar, Gai, Tu & Hou · Harvard Business Review · 2025