My idea of the architecture of Pwno, is in someway similar to OpenAI at early stage, in a way we have a clear mission, that’s hard but important enough to take the effort working on it. Our goal is clear, make AI agents that solves the memory-security issue, competing against Google Deepmind/Project Zero - the one of few only team other than us that have the enough knowledge and time to focus on…
I work in a ML security R&D startup called Pwno, we been working on specifically putting LLMs into memory security for the past year, we've spoken at Black Hat, and we worked with GGML (llama.cpp) on providing a continuous memory security solution by multi-agents LLMs. Somethings we learnt alone the way, is that when it comes to specifically this field of security what we called low-level security…
I knew nothing about Transformers before yesterday; I am a lover for cognitive science because I overthink too much. Words inherently lack precision. Often, I might have what feels like a brilliant, even genius, idea—but articulating it clearly becomes incredibly difficult. (Imagine how challenging it is for me to create a simple pitch deck.) Frequently, hilarious jokes form perfectly in my mind,…