Kurate preprint demonstrates evidence-quality scoring across 4,347 papers
Researchers report in an arXiv preprint that Kurate, a system using large language models, assessed study quality across 4,347 papers, including 3,913 reporting randomized trials. It scores eight dimensions of study design and rep...
MemMux preprint reports memory controls for parallel coding agents
Researchers report in an arXiv preprint that MemMux, a local runtime for parallel coding agents, kept a Linux test fleet within a 7.5 GiB memory budget with zero swap. It admitted only a subset of agents and reclaimed resources un...
MIT flight planner avoids moving obstacles in 12 UAV tests
MIT researchers developed a flight planner that avoided all dynamic obstacles in 12 real UAV test flights, using onboard computing and sensors to replan trajectories. Called SANDO, the system also reached its goal faster than seve...
SchemaFill preprint reports up to 4.05× throughput for AI tool calls
Researchers report that SchemaFill improved end-to-end throughput by up to 4.05× over token-by-token generation on the Glaive and BFCL benchmarks. The preprint presents a method for generating structured calls that let language mo...
Scheduling planner improves integration of parallel coding agents in preprint
Researchers report that a planner built into Nerveplane increased clean integration from 1/9 to 9/9 scenarios and reduced merge conflicts from 13 to 0 in a benchmark of parallel coding agents. The preprint evaluates coordination t...
Waymo reportedly increases inaugural debt raise to $5 billion
Waymo increased its inaugural debt raise from $3B+ to $5 billion, Bloomberg reported, citing sources. The robotaxi company is tapping lenders to finance growth as it expands globally. The larger raise comes as Waymo faces rising ...

