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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.
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Adobe and Google roadmap: PDF editing in Workspace, Gemini connectors, and Photoshop AI experiments
Adobe and Google announced an expanded partnership at Adobe MAX 2026, outlining three tiers of integration: Google models that Adobe says customers can already use, announced future pathways for Acrobat in Google Workspace and Gemini, and exploratory work with DeepMind on a Photoshop image model that could enable near-real-time edits. The roadmap separates what Adobe describes as available from what is planned or unconfirmed, but leaves rollout dates and included-plan details unspecified.