Changelog

What’s new in the runtime.

Every runtime release, newest first. Offline builds detect when they’re behind and surface a non-fatal update notice; reply to your license email any time for the latest client.

v1.1.02026-06-23 · current

Score-weighted estimator + update detection

  • New score-weighted measurement-feedback estimator for optimization, selectable via config: estimator="smart". Reaches usable solutions at sub-quadratic (~n^1.2) total measurements within its envelope in benchmarks, where the default elite estimator scales near n^2. The default remains estimator="elite"; nothing changes unless you opt in.
  • Offline builds now report their version on phone-home and surface a non-fatal SWCOutdatedClient warning when a newer runtime is available. Builds keep running; the warning tells you an update exists. Check runtime.license_info()["update_available"].
  • New docs: a baselines page mapping exactly where the runtime wins and loses against simulated annealing, gradient/SPSA, and random search across budget regimes.
v1.0.02026-06-22

First public runtime

  • Initial TrueLoop runtime: regulation/tracking and diagonal-objective optimization, the residual-feedback update law, watermarked offline builds with expiry and online revocation, and the hosted endpoint with exact endpoint/offline parity.
Current runtime: v1.1.0. On an offline build, check runtime.license_info()["update_available"]. Questions? Ask the assistant or email matthew@trueloopcompute.com.