Women Are Tech's Missing Half
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Women bring a desperately needed perspective to AI, rigorous attention to cultural detail that current teams have overlooked. And I have the proof.
Women are tech's missing half.
Women = 14% of AI founders. But we catch what current engineered systems confidently get wrong.
Why a Woman's Approach Wins
AI confidently hallucinates culture, cannot understand nuances, and just blends traditions and timeframes. Our testing showed an average 37% accuracy across 6 top frontier LLMs which instantly increased to 88–100% with my Triad Engine. Even on RAG models like Perplexity's Sonar.
Women see what gets erased. 30 years in mental health taught me: context isn't decoration, it's containment. AI needs domain truth grounding.
The Numbers Don't Lie
| Model | Raw accuracy | Triad Engine |
|---|---|---|
| Raw GPT-5.2 | 26.1% | 100.0% (+73.9pp) |
| Mistral 7B local | 22.5% | 100% (+77pp) |
| Claude Opus 4.6 | 45% | 100% (+55pp) |
| Bielik 11b | 21% | 88.7% (+67.7pp) |
| Gemini 2.5 pro | 42.4% | 95% (+52.7pp) |
| Perplexity Sonar | 64% | 93% (+29pp) |
222 questions. 6 models. Zero degradation. Live API. HN front page, 300 clones.
Who's piloting first? Universities, museums, schools?
Kelly T. Hohman is the founder of Airtrek AI, the world's first AI-powered virtual time machine.