Reproducible local-first AI research. Benchmarks, architectures, and field notes from a one-GPU lab.https://yandesbiens.com/enhttps://yandesbiens.com/blog/the-dig/https://yandesbiens.com/blog/the-dig/I pointed an AI archaeologist at an old backup drive and told it to find the gems. Here's what was buried.Sat, 27 Jun 2026 00:00:00 GMTaiarchaeologyfractallocal-firstretrospectivehttps://yandesbiens.com/blog/ufm-benchmark/https://yandesbiens.com/blog/ufm-benchmark/UFM lets a single RTX 4090 run a routed model whose expert bank doesn't fit in VRAM. Here's the benchmark, the code, and the regime where it doesn't help.Sat, 27 Jun 2026 00:00:00 GMTmemoryufmbenchmarklocal-firstmemorymoertx4090https://yandesbiens.com/blog/hello-world/https://yandesbiens.com/blog/hello-world/Local-first AI, a single 4090, and a domain that cost ten bucks.Fri, 26 Jun 2026 00:00:00 GMTmetaailocal-first