Stan joined Stripe early and spent five years there, then joined OpenAI for three years working on large language models and math research. He left OpenAI to return to product building and founded Dust, a model-agnostic AI platform for the workplace. He emphasizes reasonable fundraising valuations, credit-based pricing, and building in France despite friction.
no scored calls yet — needs a stated position or a categorical verdict, with a matured window vs SPY
Dust differentiates by being model-agnostic — allowing users to bring any LLM — and focuses on collaborative multiplayer AI workflows, avoiding the lock-in of lab-owned products while adopting usage-based pricing to sustain margins.
Mistral has executed exceptionally well, with CEO Arthur Mensch growing rapidly into his role, and their aggressive strategy justifies the $12B valuation.
Venture capitalists are rationally deploying large checks into frontier labs like Anthropic because of quick markup potential, which absorbs oxygen from the broader early-stage funding market.