Internal knowledge retrieval remains orders of magnitude faster than prompting models, and revealed preference at top labs and Stripe shows continued massive premium on raw cognitive abilit…

With AI dramatically lowering cost of building complex systems, the traditional lean startup approach of narrow MVP then expand is becoming less competitive; founders should pursue more amb…

Stripe data shows new business starts up ~2x year-over-year—the largest relative increase ever—with median business outcomes improving and time to revenue falling, indicating AI lowers barr…

Fear of obsolescence is making enterprises far more willing to adopt unproven startup products, enabling B2B startups to sign meaningful contracts within weeks rather than years.

Large companies now perceive status quo as higher risk than adopting unproven startup solutions, creating unprecedented sales velocity for early-stage B2B companies — deals that used to tak…

Contrary to fears of AI creating winner-take-all dynamics, Stripe data shows explosion in new business formation and improving success rates, suggesting AI is lowering barriers to entry and…

Despite fears that a few AI labs will capture all value, Stripe data reveals thousands of new AI-enabled businesses succeeding, suggesting a more decentralized, broad-based prosperity outco…