corey weinberg

Mercor's human data labeling revenue accelerated to $610-620M gross in H1 2025 (30-35% net margin), yet 90% comes from a handful of frontier labs; investors betting on $20B valuation must believe customer diversification to enterprises and AI app companies will expand margins beyond staffing-company levels.

Anthropic's seven co-founders collectively own ~14% equity but plan to implement multi-class voting shares (ratio TBD) to secure hard control at IPO, while the Long-Term Benefit Trust (including Ben Bernanke) retains power to elect 4 of 7 board seats — creating unprecedented dual governance layer for a future trillion-dollar public benefit corporation.

Canva's freemium model is under pressure from rising AI inference costs, forcing a slowdown in AI feature rollout and causing revenue growth to decelerate to ~20% as users defect to free AI alternatives like ChatGPT.

Anthropic has overtaken OpenAI in revenue and dominates the lucrative AI coding tools market, driven by a bunker-like culture and Dario Amodei's leadership, but its commercial success intensifies the AI race dynamics it was founded to mitigate.