The author argues that while open-weight AI models garner hype, they only represent part of the frontier AI equation. Accessing model weights, like Kimi K3, doesn't equate to accessing frontier intelligence without significant inference and test-time compute. Modern AI demands substantial computational resources, engineering expertise, and 'process knowledge' for reasoning and tool use. Simply downloading weights provides no utility for serving advanced AI at scale. India must develop its own inference infrastructure and expertise to truly benefit, recognizing that open weights don't guarantee open access to intelligence.