Time-Aligned Micro-Turns

The core interaction-model move: input/output as continuous streams in ~200ms interleaved chunks, no turn boundaries; streaming-sessions inference (upstreamed to SGLang), latency-tuned MoE kernels, bitwise trainer-sampler alignment