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Huawei Computing said its AsyncFlow asynchronous streaming RL decouples rollout (inference) and trainer via a TransferQueue data hub and CheckpointEngine weight engine, addressing long-tail rollout stalls that leave hardware idle and raise costs. In

2026-07-06

Huawei Computing said its AsyncFlow asynchronous streaming RL decouples rollout (inference) and trainer via a TransferQueue data hub and CheckpointEngine weight engine, addressing long-tail rollout stalls that leave hardware idle and raise costs. In tests on Ascend Atlas 900 A3 SuperPoD liquid-cooled and Atlas 800 A3 A3 air-cooled supernodes, training throughput on long-sequence workloads (prompt 2k → response 16k) rose from 59.3 to 226.8 — a 3.81x increase — while aligned maintaining convergence accuracy. AsyncFlow currently supports the verl framework.

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2026-07-06

JP Morgan analysts say industry-wide data signal an improvement in the luxury goods sector in Q2, with trends flat-to-better versus Q1. US credit-card data show resilient consumer spending. Japan duty-free, retail and department store sales are accel

JP Morgan analysts say industry-wide data signal an improvement in the luxury goods sector in Q2, with trends flat-to-better versus Q1. US credit-card data show resilient consumer spending. Japan duty-free, retail and department store sales are accelerating. Consumers appear broadly healthy across most markets, notably the US, Korea and Japan.
2026-07-06

AI servers are drawing more power, forcing a generational upgrade in data-center power. 800V high-voltage DC—touted by NVIDIA as a key next‑generation AI datacenter solution—has drawn recent controversy over alleged production delays and whether clou

AI servers are drawing more power, forcing a generational upgrade in data-center power. 800V high-voltage DC—touted by NVIDIA as a key next‑generation AI datacenter solution—has drawn recent controversy over alleged production delays and whether cloud providers are reluctant buyers or observers have misread the cadence. Delta, ABB and other NVIDIA energy-ecosystem partners report 800V is progressing normally, but say the pace of adoption will be determined by a broader, still‑immature energy infrastructure supply chain rather than NVIDIA alone.
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