John Kaczman_
co-founder at secluso — open-source, e2ee home security. researching long-horizon perception and autonomous discovery.
// work
building secluso — e2ee home security cameras. fully verifiable, no compromises. your footage stays yours. open source, 1000+ stars on github.
// research
exploring a few themes:
- persistent world modeling — can long-running systems build stable representations of changing environments, rather than reacting only to the latest signal?
- autonomous discovery — can a system decide what's worth exploring on its own, without being told what to look for?
- formal reasoning — how can a system build genuine knowledge from first principles, rather than inheriting the assumptions baked in by its designers?
// when not coding
lifting, cars, running, making playlists nobody asked for
// writing
more coming soon