# Bài viết Liên quan Hardware AI

Making AI Products Is No Longer the Hard Part; Being Seen Is: Developers, Web3, and Chinese AI Opportunities at mu Shanghai

The article discusses the shifting challenges of AI entrepreneurship, based on insights from the mu Shanghai AI WEEK event in May 2026. As AI tools drastically lower the barrier to creating product prototypes, the core difficulty for startups has moved from "how to build" to "who to build for"—finding real users, sustainable business models, and community engagement. The event itself was structured as an extended, immersive developer community space rather than a traditional conference, attracting a global mix of participants (40% AI, 20-30% Web3). This format emphasized deep networking and collaborative creation over one-way presentations. A key observation is that with powerful models and coding assistants becoming ubiquitous, execution is less of a moat. The new scarce resource is judgment—identifying valuable, defensible scenarios where an application won't be quickly rendered obsolete by the next model update. This pushes competition downstream to distribution, user acquisition, and commercialization. Notably, many Web3 practitioners are migrating into AI, bringing with them expertise in community building, global collaboration, and grassroots marketing—skills highly relevant as AI apps fight for visibility. Meanwhile, opportunities in AI hardware, robotics, and embodied intelligence are seen as more durable, leveraging China's robust manufacturing and supply chain ecosystem as a key advantage. The article notes that major Chinese model companies (like MiniMax) are now actively competing for developer mindshare through community programs, hackathons, and improved tooling, recognizing developers as core users. Ultimately, the conclusion is that while AI simplifies building, the harder part of the journey is ensuring a product is truly needed, understood, and retained by its users.

marsbit05/19 07:51