AI Security
Hello! My name is Matt Suiche. I work on AI Security at Tolmo, and I also experiment with side projects in AI Safety (Weightless, etc.) and Emulation & Operating System Research (WASM PSX, WASM NanoKrnl, etc.). I recently discussed cyberwar in the age of AI, Iran’s cyber capabilities, and how AI is reshaping hacking on Bloomberg’s Odd Lots and the National Security Lab podcast.
Previously, I founded OnDB Inc., a data infrastructure startup for the agentic economy, and co-founded CloudVolumes (acquired by VMware in 2014) and Comae Technologies (acquired by Magnet Forensics in 2022), where I later served as Head of Detection Engineering. I also founded the cybersecurity community project OPCDE.
My path into technology started in reverse engineering as a teenager, and has since spanned memory forensics, operating systems, virtualization, blockchain, and now AI infrastructure.
Building a complete generative techno engine and a reference-track analyzer in pure NumPy — from raw oscillators to 8 arranged-track genre presets. Covers DSP fundamentals, envelopes, LFOs, filters, sidechain, generative patterns, …
From La Fontaine's animal fables to USAID's Muppets to Iran's GenAI Lego rap videos — the use of characters as ideological delivery systems is centuries old. AI didn't invent the playbook. It made it cheaper, faster, and deeper.
A follow-up to my August 2025 notes on building agents for small language models. Gemma 4, Qwen3.5 MoE, TurboQuant, MLX, and a memory market correction have quietly made local AI the default option.