Jennifer Li

Jennifer Li × Gorkem Yurtseven × Batuhan Taskaya

Fal’s H3 Max turns MiniMax’s open-source H3 into a 35×-faster, order-of-magnitude-cheaper endpoint at the same Elo score, after external validation.Post-training and RL lift quality before systems optimization, while kernel work raises utilization from 30–40% to 70–80%; the model runs on one 8-GPU node.H3 Max became Fal’s most popular video model by nearly 2×, while the next 1–2 months target 99.9% controllability and Hollywood adoption could accelerate.

Erik Torenberg × Ben Horowitz × Jennifer Li × Rayan Krishnan

Meta’s Llama 4 performed worse privately but showed incredible ability publicly, exposing why labs’ self-reports cannot support rational purchasing markets.Token spending is opaque: a Fortune 10 company’s $100 Cloud Code budget reset at 4 PM, while an experiment spent $1.5 million—10 times payroll.Val Smith’s repository evals may clarify ROI, while RSI leaves geopolitical verification risk to monitor.

Mati Staniszewski × Jennifer Li

ElevenLabs combines a research foundation with roughly 20 autonomous product teams, turning voice breadth into a marketplace with nearly 10,000 voices and $10 million returned to contributors.Enterprise demand has pushed the company toward sales, orchestration, telephony, security, and compliance, while a three-month research rule and a ban on foundation-model customers show how shipping speed and strategic discipline are evolving.

Erik Torenberg × Martin Casado × Jennifer Li × Matt Bornstein

AI is becoming a fourth infrastructure pillar that changes chips, data centers, distribution, and the programming model by letting applications abdicate logic to models.Context engineering, embedded integration, and switching costs may create defensibility, while objective error correction makes coding agents commercially ahead of open-ended automation.