AI Just Entered A New Era
Two Minute Papers
Jul 1, 2026
The emergence of GLM 5.2 proves that open-weights AI is rapidly approaching the capabilities of proprietary systems like Claude. By utilizing advanced training techniques like multi-token prediction and individual step-grading, these models offer a future where individuals can own and control powerful, uncensored intelligence rather than relying on restrictive, government-regulated corporate platforms.
Key insight: GLM 5.2 employs an ingenious 'anti-hacking' measure that lets an AI attempt to cheat on benchmarks, only to provide it with false data so it gains no advantage, effectively neutralizing benchmark manipulation.
