Cool to see a framework like AI-PTAF being proposed; definitely a step in the right direction. The main challenge, though, is that AI agents and the whole pentesting landscape are evolving at an insane pace, AI is practically shifting week by week.
So, for these certifications to actually hold weight and stay relevant, the benchmarks need to be truly living and adaptive. Think dynamic difficulty: if an agent solves scenario S1, then S1 itself (or the next scenario S2) should automatically adapt and become more challenging based on that successful performance. To achieve that level of real-time adaptation, the benchmarks themselves might need to be AI-generated, or hey, maybe just "vibe coded" by AI but fully adaptive in style, constantly evolving case-by-case to really push what these agents can do.
Appreciate the concept of bridging the gap between problem-holders and problem-solvers. Beyond this, are there plans to expand into the realm of idea/solution validation? Also, while it's clear you're connecting entrepreneurs to community problems, have you thought about reversing that flow? Identifying community problems and then actively presenting them to entrepreneurs might widen the impact. This could potentially cater not just to newer entrepreneurs but anyone with a knack for problem-solving, irrespective of their scale.
This would genuinely improve the experience, I'm just too lazy to rename or tag conversations and I believe mostly people don't. This solves asking again or losing threads easily. Big thanks !!
So, for these certifications to actually hold weight and stay relevant, the benchmarks need to be truly living and adaptive. Think dynamic difficulty: if an agent solves scenario S1, then S1 itself (or the next scenario S2) should automatically adapt and become more challenging based on that successful performance. To achieve that level of real-time adaptation, the benchmarks themselves might need to be AI-generated, or hey, maybe just "vibe coded" by AI but fully adaptive in style, constantly evolving case-by-case to really push what these agents can do.