Kshitij Dixit, SaaS Founder at Zeo, YC Alum, is building AI-driven products used by over a million users globally.
A few years ago, frontier laboratories like OpenAI, Google DeepMind, Meta and Tencent dominated AI-asset generation. They invested massively in computing power and proprietary data, but the most-advanced models are generally kept behind application programming interfaces (APIs) and nondisclosure agreements.
Open-source initiatives struggled to compete at that scale. However, the landscape has shifted. Epoch AI's analysis found that open-weight models now trail closed-weight benchmarks by only three months on key capability indexes.
From my perspective as a founder and CEO, the improvement of open-source models can open several opportunities for creators and developers. These models allow you to self-host professional-grade asset generation tools without recurring fees or vendor lock-in.
Adopting these models, though, requires considering factors like what kind of support you need and whether you have the necessary skills in-house to manage the tools.
