Together AI at ICML 2026: frontier research across the full stack

Together AI · 2 weeks ago

Together AI published nine research papers at ICML 2026 spanning AI agent development, model reasoning techniques, and inference optimizations across the full ML stack. Key results include DSGym evaluating data-science agents across 1,000+ tasks, Aurora achieving 1.25× speedup through adaptive speculative decoding in production, and ParallelKernelBench establishing the first multi-GPU kernel generation benchmark with 87 workloads. These advances enable faster inference, better reasoning without verifiers, and more efficient use of GPU resources for frontier AI systems.