SwarmOS, backed by GPT-6 Astra, generated a Rust/CUDA fully sharded data-parallel trainer for Qwen3.8-27B that achieved over 11.5× higher throughput than the eager PyTorch FSDP2 baseline and 21.5% hig…
INT21's SwarmOS infrastructure orchestration platform achieved a 100% RHAE score on the ARC-AGI-3 Public benchmark using only GPT-5.6-Sol, up from the model's official 13.3%, a 7.5x improvement, and a…
Meta released Muse Spark 1.1, a multimodal reasoning model for agentic work, alongside the public preview of the Meta Model API. INT21 tested the model in a Swarm research system with 29 agents proces…
INT21 has built SwarmOS, a cloud-native platform for multi-agent AI systems, arguing that orchestrating specialized agents is more effective than relying on larger context windows. The company demonst…