When Reese Witherspoon told her audience that embracing AI was a feminist act and that women “don’t want to be left behind,” she probably expected some pushback. What she got instead was a wave of criticism sharp enough that she felt compelled to clarify herself publicly: “no one is paying me,” she said, insisting she was just “a curious human” trying to understand the technology reshaping her industry.

It’s tempting to file this under celebrity news and move on. We’d argue the opposite: give Reese Witherspoon some peace, because the backlash aimed at her isn’t really about her. It’s a live, very public example of a gap researchers have been documenting for the past two years – the AI gender gap – and it says far more about how society reacts to women and technology than it does about one actress’s opinions on large language models.

What the Research Actually Shows

Strip away the celebrity angle and the pattern found across multiple studies is remarkably consistent. A 2026 survey from Lean In found that 33% of men use AI tools daily compared with 27% of women, and 78% of men report having used AI at all compared with 73% of women. On the surface, that looks like a modest usage gap. However, underneath it is a much more significant story about gender differences in how AI is experienced, not just adopted.

This is what the data suggests:

  • Women are 32% more likely than men to worry about being perceived as cheating when they use AI.
  • Women are 20% more likely to feel threatened by it, and nearly twice as likely as men to predict AI will cost more women their jobs than men (19% vs. 8%).
  • Women are 29% more likely to question AI’s accuracy and 38% more likely to raise ethical concerns about using it.
  • Men are 27% more likely to be praised for using AI at work, and 23% more likely to have a manager actively encourage them to use it.

Why The AI Gender Gap Persists

A separate study out of Berkeley’s Haas School of Business, Stanford, and Harvard Business School – one of the largest of its kind, analysing over 140,000 users – found women are roughly 20% less likely than men to use generative AI tools at all. The gap shows up tool by tool: women make up around 42% of ChatGPT’s web users, 42.4% of Perplexity’s, and just 31.2% of Claude’s. Even in a Kenya-based study where women were offered direct support, they remained 13% less likely to adopt ChatGPT than men in the same group – proof that access alone doesn’t answer a gap this deeply rooted in perception and confidence.

The researchers behind that study found something worth sitting with: as fewer women use these tools, the systems themselves get trained on data that under-represents women’s preferences and needs, which makes the tools less useful for women, which further discourages use.

It’s a self-reinforcing cycle, and most companies aren’t watching for it.

The Double Bind Reese Witherspoon Just Walked Into

This is where the backlash becomes genuinely instructive rather than just gossip. The same Lean In research found that women who do use AI are significantly more likely than men to fear being seen as taking a shortcut – as “cheating” rather than working smart. Witherspoon didn’t just use AI quietly; she said out loud that women should embrace it, and the response proved the exact fear the data describes. She was accused of promoting a technology that threatens the very creative industries – authors, writers, storytellers – that built her career.

Compare that to how male tech founders and executives talk about AI adoption in almost identical terms – urgency, competitive necessity, “get on board or get left behind” – and rarely face the same character-level scrutiny. That’s the double bind the research describes, playing out in real time on a public figure. Stay quiet about AI and risk falling behind on pay and job opportunities in a digital economy that increasingly rewards early fluency. Speak up about it, especially as a woman, and risk being cast as self-interested or complicit in something harmful. It is clearly evident here that men, on average, don’t carry the same reputational tax either way.

The Systems Problem: Why This Isn’t Just a Women’s Issue

There’s a broader risk hiding here underneath the personal one, and it affects more than the women currently opting out. Artificial Intelligence systems learn from the people who use them. If the group training today’s large language models skews male, the tools themselves start to reflect a narrower slice of the world – its concerns, its ideas, its priorities – and every consumer who touches those systems downstream inherits that bias, whether they realize it or not.

This is the part of the AI gender gap conversation that rarely makes it into the celebrity-news version of the story. It isn’t just about individual women missing out on productivity gains. It’s about a critical, formative moment in how these systems get built – being shaped by an incomplete picture of society. Because biased systems don’t stay contained to the group that built them – they shape hiring tools, healthcare tools, legal research tools, and every other application built on top of them. And that is a risk for everyone, not a niche concern for one demographic.

Why a Small Usage Gap Becomes a Big Career Gap

None of this stays contained to individual careers, either. Lean In’s researchers put it plainly: the usage gaps we’re seeing today could become significant opportunity gaps tomorrow. AI fluency is quickly becoming a proxy for productivity, and productivity is quickly becoming a proxy for who gets promoted, who gets invited into the room, and who gets recognised as a leader.

If fewer women use AI now – not because they lack the skills, but because they’ve absorbed a well-founded fear of judgment – then fewer women will be visible as the experts and decision-makers shaping how AI gets used across every industry, law included. That has knock-on effects for representation at every level: fewer women building the tools, fewer women in the leadership conversations, fewer women setting norms early, when norms are still being set. We wrote about this exact concern in Women in AI: Why the Future of Artificial Intelligence Needs More Female Leadership, Visibility and Recognition – the risk isn’t hypothetical, it’s already measurable, and the Witherspoon story is simply the moment it broke into mainstream conversation.

The Cost of Ignoring the AI Gender Gap

It’s easy for a company, or a firm, to treat this as someone else’s problem – a cultural footnote rather than a business risk. However, we believe that as workers across every sector are being asked to adopt AI tools faster than most organizations have built the culture to support it, and the firms that ignore the gender differences in how that adoption is landing will end up with a workforce split into two very different groups: one growing more confident and efficient by the month, and one quietly falling further behind out of fear rather than ability.

A few strategies actually move the needle, based on what the research has found:

  • Normalise Experimentation in Teams – Make it clear that trying an AI tool and getting an imperfect answer isn’t a performance issue – it’s how everyone, across every age and experience level, gets comfortable with new technology.
  • Give Credit Evenly and Publicly – If a smart use of AI earns a colleague praise, make sure that recognition isn’t quietly skewing toward men, even unintentionally.
  • Invest in Early Education, Not Just Access –The Kenya study proved that handing someone a tool isn’t the same as building their confidence with it. Training and mentorship close the gap that access alone can’t.
  • Talk About Participation Openly at the Leadership Level – If women are underrepresented in who’s using AI on your teams, that’s a pattern worth naming, not ignoring.

For law firms specifically, this is a strategic opportunity as much as a fairness issue. Firms that actively support their women lawyers and leaders in building visible, confident authority around AI – rather than leaving them to navigate the “cheating” stigma alone – will end up with a real competitive edge in a market where clients increasingly expect firms to understand the innovation reshaping their own industries.

Give Her Some Peace, We Say

The backlash against Reese Witherspoon was never really a referendum on her specific views about AI. It was a stress test of a bias that was already there, waiting for a high-profile woman to say the quiet part out loud. The more useful conversation isn’t whether she was right to talk about it – it’s why the reaction was so disproportionate, and what that tells us about the women in our own workplaces who are quietly deciding, right now, whether it’s safe to raise their hand and say they’re using AI too.

How Conroy Creative Counsel Can Help Your Law Firm

Closing the AI gender gap isn’t just a cultural conversation – for law firms, it’s part of a much larger opportunity to build visible, credible thought leadership in a rapidly changing digital landscape. Firms that support their women lawyers and leaders in speaking confidently about how they use AI, rather than staying silent to avoid scrutiny, are the ones who will be recognized as forward-thinking authorities in their practice areas.

For nearly two decades Conroy Creative Counsel has helped law firms build exactly that kind of authority. Led by award-winning legal marketing consultant, creative director, writer and podcast host Karin Conroy, our team works with firms and their leaders to turn genuine expertise into visibility that holds up under scrutiny. Through our Counsel Cast podcast series, speaking engagements, articles and initiatives such as The Authority Tour, we help attorneys build the kind of trusted, well-supported presence that gets noticed for the right reasons.

Whether that means developing a content and thought-leadership strategy that reflects how your firm is genuinely using AI, positioning your leaders as visible experts rather than reluctant adopters, or building an SEO, LinkedIn and content strategy that keeps your firm ahead of a rapidly shifting digital landscape, we help translate real expertise into recognized authority.

Connect With Us Today

If you are looking to strengthen your online presence and position your firm as a trusted authority in an evolving digital landscape, contact us today to discuss whether we are the right strategic marketing partner to help elevate your visibility, authority and long-term influence.