Engineering notes
Implementation notes on AI, edge computing and system integration.
- 3 min
Moving the blog off a domain nobody could find
The old site shipped every article with no title tag, description or canonical URL — and LaTeX that only appeared after JavaScript ran. Here is the move, and the three bugs that almost broke it.
nuxtseorefactor
- 4 min
CALM, or why token-by-token generation hit a wall
CALM compresses K discrete tokens into one continuous vector, cutting generation steps to 1/K. Notes on the autoencoder, the likelihood-free head, and what it actually buys you.
paperllmefficiency
- 3 min
Physics-informed AI for complex urban systems
How do you put physics into city-scale models? This survey proposes a taxonomy of three paradigms and seven methods, reviews eight urban subsystems, and names what is still missing.
paperurbansurvey
- 3 min
Discovering governing equations from scarce data with PiDL
PiDL recovers the PDEs behind nonlinear spatio-temporal systems from sparse, noisy observations. Notes on its architecture, training strategy, and results on Burgers and Navier–Stokes.
paperphysics-informedpde