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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.
Sep 28, 2026
AI found a thermostable mRNA vaccine recipe in six rounds—but the evidence is still preclinical
A peer-reviewed MIT study used Bayesian optimization to find solid-state mRNA vaccine formulations that retained full bioactivity after more than two months at 37°C and produced non-inferior immune responses in reported animal experiments.