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Thank you for your note! As I mention in the post this is not scientific at all.

I'm very curious how you would do multiple runs of multiple models in a "work alongside the model" manner?



Discovering vulnerabilities is a highly creative task, it's when you explore unsual paths that you discover atttack angles. Some bugs are simple, other are a complex orchestration of many factors.

By "Working with the model", is essentially reading the ouput of prompts and pointing in a direction just to decide the next steps. You could try to increase the prompt limit and create an agent that explores multiples directions in a DFS manner.

The issue with vulnerabilities is the agent not knowing when to stop because it's hard to validade if you reach the final result or not. I get amazing result when I code with AI, letting the AI go wild is just a waste a time and tokens.

I recommend you to read the write up on the crackme (https://crackmes.one/crackme/698f40f1e2ba6023bfacaa82), I think most experience developers would need, at least, 2 months of learning reverse engineering techiques to hopefully crack this one. GLM 5.1 manage to solve it, it didn't "copy pasted" any answer from it's training data. It did a binary analysis, anti debug patching, patching binaries, debugging memory during runtime etc. It only took about 20 minutes.

After seeing what GLM did, I do believe Anthropic concerns about Mythos are real. Cracking software just became a lot easier, too easy for my taste. Video games cheats will be the norm, cracked desktop apps without licenses and infected with malware. It's not a new thing but it just became too easy.


Thank you so much for this detailed answer!! Excited to dig into this world more :)


Maybe have a second model that is configured to nudge the first model in the direction of exploration, and have the two of them work in tandem?




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