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Nov 10, 2026
Google's MKA benchmark tests AI agents on 200 private professional tasks; a separate set of 10 public tasks is available for inspection
Google DeepMind's new Multimodal Knowledge Agent benchmark evaluates AI agents on 200 private tasks requiring visual analysis of complex professional files like architectural blueprints and engineering schematics. While the benchmark's headline scores are based on these private evaluations, only 10 sample tasks are publicly available for inspection. The benchmark uses weighted criteria where harder 'Climb' criteria measure advanced performance, and costs reported by Artificial Analysis exclude judge calls, limiting direct workplace cost comparisons.
Oct 28, 2026
Trusted testers get first Genie 4 access; Ultra and API rollout is still to come
Google’s Genie 4 preview lets testers steer scenes with prompts and adds generated audio. Wider Ultra and API access is still planned, with drift and consistency limits unresolved.
Oct 27, 2026
PixelDojo adds website brand kits to image ads and motion graphics
The October 27 update brings editable website imports, image batches of up to eight and frame-rendered motion graphics, with Sensei, API and MCP access described by the company.