8 stories
Pixel-space world models have recently emerged as a promising approach for GUI agents, predicting future screens prior to execution and subsequently re-perceiving them for action selection.
Training computer-use agents currently runs into a clean wall: native desktop applications are painful to spin up at scale, and browser toys lack workflow depth.
Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows requiring human domain knowledge remain challenging.
<ul><li>Changed: the card of a running scenario shows the name of the stage it is in and a row of numbered circles, one for every card of every pass. Finished cards are ticked, the current one glows, and the rest keep their numbers; the stage it is in is shaded behind its circles, and hovering a…
Hark's launching its software interface today, called Hark Pro. The hardware is coming. Just not today.
Compare Lens, Aptakube, Headlamp, K9s, Portainer, and Nuphos to find the right Kubernetes GUI for your workflow and team.
Compare the best MongoDB GUI clients for Mac in 2026. From Compass to native alternatives — find the right MongoDB tool for your workflow.
Building queries in Metabase can be intimidating. If you find SQL scary, the query builder with all its joins, filters, and aggregations is all you've got.
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