Asset flips and vibes: fifteen years of videogames as a preview of the LLM era (www.hypertesto.me)

The article explores the parallels between the evolution of video game development and the rise of AI-assisted coding, highlighting a significant shift in the dynamics of software creation. As tools became more accessible—like Unity and Unreal Engine for gaming or LLMs for coding—more individuals began to create content. However, this democratization also led to the proliferation of low-quality products, often labeled "asset flips" in gaming. These games typically rely on pre-made assets with little innovation or depth, mirroring the current trend in software where companies launch mediocre products with grand promises, prioritizing hype over substance. This situation holds profound implications for the AI/ML community. As AI tools facilitate coding, the risk of poorly implemented software increases, echoing the mistakes seen in the gaming industry. The author stresses that while the barrier to entry has lowered, the essential skills necessary for quality development—deep understanding, critical judgment, and creativity—remain scarce. As LLMs reduce the costs of initial implementation, the challenge now lies in discerning viable ideas from hollow concepts, emphasizing that judgment in execution is becoming the most valuable asset in this new landscape.