Founder proposes agent leverage formula: capability × concurrency × duty cycle

A founder argues the industry over-invests in model capability while neglecting making AI ambient, proposing the formula leverage ≈ capability × concurrency × duty cycle.

2026-10-12 ~ 2026-10-12 · 2 related posts

• Capability races ahead of ambient AI: leverage = capability × concurrency × duty cycle — adhamelarabawy · 2026-10-12
• Leverage = capability x concurrency x duty cycle: the overlooked bet in AI agents — nbaschez · 2026-10-12