Co-founder and Head of R&D at @servamind. AI and Machine Learning researcher, specifically in Hyperdimensional Computing and applications surrounding it.
Hi! I'm Peter, Co-founder and Head of R&D at @servamind.
Throughout my PhD, I've focused on figuring out how to transfer the radical efficiency of Hyperdimensional Computing to the type of Artificial Intelligence we've grown accustomed to.
It is funny how we've gone full circle with AI. At first it seems LLMs are the end all be all, beating everything that came before. But something like Jev shows that just a little bit of a change to the algorithmic structure, in a very classical comp sci fashion, can go a long way.
Most people know Rachel St. Clair as the CEO of Servamind. Fewer know the research behind it: a PhD on catastrophic forgetting, peer-reviewed work on machine consciousness, an AGI-24 keynote.
Details in the article linked below π
Most companies in AI work above the model. We went underneath it, to how information is represented before a model ever sees it. Rachel @drrachelstclair wrote an article about what that means.
Hi! I'm Peter, Co-founder and Head of R&D at @servamind.
Throughout my PhD, I've focused on figuring out how to transfer the radical efficiency of Hyperdimensional Computing to the type of Artificial Intelligence we've grown accustomed to.
Many of my papers explored what can be done immediately through plugging hypervectors into the AI pipeline.
For those interested in reading them, there should be a free version of each on my Google Scholar, which I will link below.
caught a candidate cheating at an ML system design interview today. He was talking without thinking. And I can see that from the first three minutes, but I let him talk.
We went through the entire design end-to-end. Then I invited him to share the screen and draw the architecture. He froze. Then I saw a chatbot window flickering. i had to terminate the interview. For people who cheat, what is on their mind? Why not buy more reliable cheating software? Isn't it very obvious?