GLM has an extremely cheap subscription plan similar to Claude Code from Z.ai. You get Opus-level quotas with 5.2 and none of the Anthropic-style model nerfs when you ask cybersecurity questions. It's extraordinarily, preeminently accessible to anyone that wants to use it for ill or good.

> We went from gpt 3 to models discovering and chaining their own zero days in a couple years. I'm not sure what else "takeoff" could possibly look like?

GPT-3 can discover and chain their own zero days too, if the targeted software is vulnerable to enough low-hanging fruit. Exploit chains are not a reflection of intelligence, but more often a reflection of architectural oversights that can be tested with common exploits like XSS or bruteforcing.