Article URL: https://martinalderson.com/posts/the-upcoming-ai-margin-collapse-part-1-glm-5-2/ Comments URL: https://news.ycombinator.com/item?id=48809877 Points: 209 # Comments: 136
The market for AI models is maturing rapidly, with numerous foundational models reaching commodity status and intense competition pushing down unit costs.
A collapse in AI margins signifies a pivotal shift from proprietary model dominance to a landscape where value accrues more to infrastructure, applications, and services built atop commoditized AI.
The economic dynamics of AI development are changing, making it harder for companies solely focused on foundational model development to maintain high profitability without significant differentiation or integration into larger platforms.
- · AI application developers
- · Cloud infrastructure providers
- · End-users of AI services
- · Companies with proprietary data moats
- · Undifferentiated foundational model developers
- · AI compute resellers
- · Venture capital firms over-invested in pure model plays
Increased competition among large AI models drives down prices, making AI more accessible.
This accessibility fuels an explosion in AI-powered applications, shifting value creation up the stack.
The commoditization of AI models could accelerate the adoption of agentic systems and further decentralize AI capabilities.
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