AI is learning executive judgment. Women executives should be teaching it.
Marie&Rosa is the expert network AI labs use when executive judgment has to come from the whole leadership population. We pay vetted women and non-binary executives, VP and above, to evaluate and train models on strategy, leadership and board-level decisions.
Models learn leadership from what they are trained on. Three numbers show that record.
Estimated share of GPT-3's training text written by women.
Share of C-suite roles held by women across 57 economies. Each dot is one percent.
Share of biased outputs that concerned women CEOs, in a test of more than 8,000 model outputs about chief executives. Eighteen percent of all outputs were confirmed biased.
Sources
- TechPolicy.press, "Who authors the internet? Analyzing gender diversity in ChatGPT-3 training material," 2023. A published estimate. Link to source 1 (opens in a new tab)
- World Economic Forum, Global Gender Gap Report 2026, September 16, 2026, using LinkedIn data. Link to source 2 (opens in a new tab)
- Russell Reynolds Associates with EqualVoice, "How the story gets told: do LLMs produce biased statements about CEOs?", April 13, 2026. Link to source 3 (opens in a new tab)
How it works
For labs
- Tell us the decision domain and the output you need: rankings, rubrics, scenarios or a red-team session.
- We staff a two-week pilot from verified executives who match the brief.
- You score the pilot against your current vendor, then we scope a program.
For executives
- Send your email and LinkedIn URL. That is the whole first step.
- We verify your identity and title, then you talk with a person for 20 minutes and complete one short written exercise.
- Once accepted, you choose the projects you take on and get paid per hour or per deliverable.
The name
Marie Curie
SciencePhysicist and chemist. Changed what science knew.
Rosa Parks
SocietyCivil rights activist. Changed what a society would accept.
We think the models being built now need both kinds of correction.
Tran Pham, founder
About 15 years in capital markets, securitization, machine learning product development and technology commercialization.
About Marie&Rosa