OpenAI’s $2M token‑for‑equity offer to every YC startup, explained
What Changed and Why It Matters OpenAI is proposing a new kind of startup investment: $2 million worth of OpenAI tokens to each company in the current Y Combinator batch,…
The AI IPO Test: How Markets Will Price OpenAI, Anthropic, and Co.
What Changed and Why It Matters A wave of AI IPOs is building across model labs and chipmakers. The signals are now public, liquid, and loud: prediction markets are trading…
The 4 Levels of AI Agents: A Builder’s Maturity Model for 2026
What Changed and Why It Matters Everyone is publishing an AI maturity model. And they’re converging on the same pattern: teams must graduate from chatbots and copilots to governed, goal-driven…