How Gemini 4 Carbon dropped exploit gym shortcuts to 0%

[Sevam]

Matthew Berman breaks down Google's explosive new Gemini 4 Carbon launch. Landing at #1 on the fresh Artificial Analysis Index V5, this model completely beats Claude Opus 5.5 and GPT-6 Astra.
While its rollout is restricted to trusted cyber defenders first due to its massive code-patching capabilities, devs should note its insane efficiency:
it consumes half the tokens of Sonnet 5.5 to solve the same task, hitting an introductory price of just $2/1M input and $10/1M output.