Research Note
Native and browser runtime boundaries
Native and browser execution share model concepts but differ in memory, threading, storage, device access, policy, and failure behavior.
Teleodynamic AI as a bounded research track
Teleodynamic terminology is useful for discussing self-regulation and resource pressure only when theoretical claims remain separate from measured software behavior.
TinyLM-16M as a reference workload, not a support claim
A compact transformer profile can make runtime design concrete while all dimensions, sizes, quality, and performance remain subject to artifact-level verification.