Get product updates in your inbox.

What’s new in Prediction Lab.

September 24, 2026

Resumable AI Chats & Trustworthy Fits

Features

  • Pick up an AI conversation where you left off. Your chats are saved now. Reopen the assistant and the conversation comes back with the agent and model you were using.
  • Press ? to see the shortcuts for the page you're on. The cheat sheet links to the full shortcut list. In the web app, the tab and zoom shortcuts belong to your browser, so those actions live in the command palette.
  • The AI assistant can list the datasets in your current workspace, or in any workspace you name.
  • Dataset and geography pickers only offer items that have finished processing.

Improvements

  • Turning AI off for your organization now turns it off everywhere in the app.
  • You can zoom out past the level where a geography draws, and the map tells you to zoom back in. Geographies also draw from farther out than before.
  • Large geographies upload faster.
  • Distribution charts load faster on big datasets.
  • Regularized GLM fits try a fresh start alongside the previous fit and keep whichever lands on the better result.
  • Create dialogs close as soon as you submit, and the new item opens once it's ready.
  • Pages show their layout right away while data loads.
  • An empty chart tells you why it's empty, with a message specific to GBM models in Feature Importance.
  • Clearing computed artifacts from the command palette happens straight away.
  • You can open your log folder from the Logs page.

Fixes

  • Diverged model fits are flagged. A GLM fit that failed to converge could be reported as converged. It's now marked as diverged, its coefficients stay out of your charts, tables and predictions, and the Fit button offers a refit.
  • Lift, Lorenz and Model Effect charts work for models with offsets, and the coefficient table shows every offset coefficient.
  • When a fit fails, you see the reason.
  • GBM models pick the same splits whatever order your features are in.
  • A partition's feature importances are shown as the partition's, not the whole model's.
  • If a chart or dataset column fails to load, you get an error with a way to retry.
  • Charts hold their loading state while you adjust settings, so outdated results don't flash up.
  • The Fit button keeps its status while a fit runs and while chart settings save.
  • Datasets and geographies that finished processing stop showing as Processing.
  • On the web, an expired session takes you to sign-in.
  • The AI assistant uses the system prompt of the agent you picked, and resumed chats load their most recent messages.
  • Out-of-date dataset reviews show the correct column names.
  • Geography properties get the right type even when the first features leave a value blank.
  • The command palette's backdrop is visible in dark mode, and its Recent list drops deleted and renamed items.
  • Datasets still processing show blank stats until they're ready.
  • The correlation view shows a loading state after a dataset version change, and opening an older column link keeps you in it.