Open Models Will Outpace Closed Frontier by 2027, Says Ahmad Awais

Key Info

Ahmad Awais argues that open-weight models will overtake closed frontier models by 2027, driven by dramatically lower costs, far higher usage, and efficiency gains that boost total inference consumption.

Highlights

• Open models are claimed to be roughly 100x cheaper and used 10-50x more than closed counterparts.
• Cites Jevons paradox: cheaper and more efficient inference leads to astronomically higher total consumption.
• Predicts that greater familiarity with inference will improve control and competitiveness of open models.