Cos(余弦)😶🌫️|Feb 21, 2026 02:03
A couple of days ago, OpenAI's EVMbench was tackling smart contract security tasks (detection, repair, exploitation), and today Claude Code Security is taking on one of the most core tasks in the entire cybersecurity industry—code security...
I’m not shocked, but outsiders are, and some cybersecurity stocks even dropped because of it...
I’m not shocked because this type of work, whether it’s white-box like code or even black-box models, we’ve been keeping up with and using for a while now (if you can’t beat them, join them). The results have been pretty good. But here’s the issue: AI, like humans, has hallucinations. Hallucinations lead to false positives, and false positives require more manpower and time to analyze (the time spent far exceeds the time it takes for AI to produce results). AI, like humans, also misses things. Just look at stats like this—check out the detection rates of GPT/Claude/Gemini to see the current level.
So, is the cybersecurity industry worry-free? Nope, not at all. In fact, it’s not just the cybersecurity industry—almost every industry will face the impact of AI. It’s just a matter of short-term, mid-term, or long-term.
AI is getting stronger and stronger. Like you, we’re keeping up with it. If you can’t beat it, join it. If you join it, you have to master it. If you can’t master it, you’ll eventually be enslaved by AI. That’s the reality. Our ultimate goal is crystal clear: to master all of this, continuously improve our own capabilities, and build trust as a strong competitive barrier. Where there’s trust, there’s a business model.
This is an incredibly unique era.
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