About

I am an AI engineer in research and development at Useme. I build production agent systems and high-availability LLM setups, and I still treat security as part of the job, not a later pass.

On the side I do independent security research. I have reported issues to Intel, AMD, OpenAI, Wirtualna Polska, Reincubate.

The writing has travelled further than I expected. The neural malware packer was picked up by Andriy Burkov in his AI roundup and in True Positive Weekly, indexed on Gwern.net and ML Times, discussed in a Construyendo a Chispas video, and noted by Zaufana Trzecia Strona, Security Harvester, Bad Cyber, and Gerohillebrandt.de.

A later note on testing Windows drivers without a full OS reached #6 on Hacker News, was written up by Thom Holwerda at OSNews, and circulated on r/bugbounty and r/netsec. It also appeared in Zaufana Trzecia Strona and in a highlight from @blackorbird. A piece on stealing models through a public API was in their weekend reading as well.

If you write about the work, send a link to piotr@bednars.me.