LLM Business Models Shift from Selling Tokens to Selling Services

The AI industry is discussing a potential shift in business models from selling tokens to selling end results. This transition could significantly alter the industry structure and shift more integration risks onto frontier AI labs.

2026-07-20 ~ 2026-07-22 · 2 related posts

• Why the shift from tokens to services changes the business — a1zhang · 2026-07-20
• The Evolution of LLM Business Models: Selling Outcomes Over Tokens — yacineMTB · 2026-07-22