Import AI 475: Swarm scaling; Google DeepMind watermarks biology; and the AI science economy
Import AI 1 week ago 5
Import AI describes how AI research is moving from single-model scaling to agent swarms, into AI watermarking for synthetic biology, and toward benchmarks and economic systems for automated science. SciUniverse reports that Claude Fable 5.1 (xhigh) leads with a 45.3% pass rate across 92 tasks. As a result, the field is putting more emphasis on measuring real-world lab automation performance, adding biosecurity-oriented provenance signals, and planning for resource-bottlenecked “science economies.”
