Each project is a public GitHub repository: the research, its sources,
and (where there is code) tests and a check gate.
Research
| Project |
What it is |
Updated |
| AI Research |
a monitor of the AI economy: 12 countries (US vs China compared), frontier models, money, leaders’ views, startups, robotics, AI and blockchain, AI security; a daily news digest |
daily (automated) + monthly notes |
| Cybersecurity Research |
from fundamentals to AI security: a roadmap, nine modules, an AI security track, and a daily watch of exploited vulnerabilities (CISA KEV) |
daily (automated) + as modules grow |
| Energy Research |
the energy industry: how power is made and sold, AI’s demand for it (IEA), an emerging-market case study, and where a small company can start |
as it grows |
| Polymath Foundations |
50 core topics across math, physics, chemistry, biology and social studies, plus finance, with free resources for every topic (Learn) |
as topics are studied |
Learning projects
| Project |
What it is |
| natural-mouse |
human-like mouse movement for Windows: Bézier curves, easing, Fitts’s law, a path lab |
| mr-factory-workspace |
a documented Python workspace: packaging, plugins, a security scanner and link checker |
| teto-desktop |
one desktop assistant built in 9 languages, to compare them |
| unstoppable-force |
an unstoppable force meets an immovable object, in Python, Rust and C++ |
Guides