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Amazon disclosed multi-year, multi-gigawatt Trainium capacity commitments from Anthropic and OpenAI alongside triple-digit growth in its custom silicon and cloud AI divisions.

Google DeepMind demonstrated whole-body coordination on Apptronik’s Apollo 2 humanoid while limiting motor-control models to early-access partners.

AMD has launched its first factory-integrated AI rack system, combining 72 Instinct `MI455X` GPUs with 18 sixth-generation `EPYC` processors. AMD says MI455X GPUs are in production, while customer rack deployments are planned over late 2026 and 2027.

NVIDIA has started deploying its liquid-cooled Vera Rubin NVL72 racks across five infrastructure partners, within a broader platform spanning seven chips and five rack tray types.

The lineup spans a full-size humanoid, a modular research platform, a wheeled task robot, and a direct-drive dexterous hand, shifting away from a single general-purpose form factor.

The 60,000-square-foot California engineering site will develop and test software capabilities to support commercial warehouse and factory deployments, leaving hardware assembly in Oregon.

Xiaomi has released technical details for `Xiaomi-Robotics-U0`, a 38-billion-parameter autoregressive foundation model that couples general image synthesis with robotic scene generation, video rollout, and training-data augmentation.

Meta has launched a developer public preview of Muse Spark 1.1 on its new Meta Model API alongside immediate consumer access in Meta AI, highlighting active history compaction within a 1-million-token context window.

Xiaomi has introduced its MiMo-V2.5 model family for multimodal reasoning and autonomous tool workflows, removing context-length credit multipliers from its Token Plan and offering a two-week trial via Hermes Agent.

Enterprise buyers are being asked to treat multimodal tool use and coding scores as evidence of business output. But moving from a benchmark score to economic return depends on the unglamorous friction of permissions, harnesses, and human review.

ByteDance has launched its Seed2.1 model family across Volcano Engine and Doubao, targeting complex agent tasks that require coordinated tool use and cross-environment desktop interaction.

Reliance Industries will build the facility in Gujarat with expansion options, supported by seawater cooling and 925 MW in separate clean-energy procurement agreements.

Huawei Cloud unveiled its Agentic Infra architecture, combining ultra-large cluster networking, tiered context memory, and unified scheduling with an open-beta agent orchestration platform and open-source core.

Apple’s redesigned assistant is intended to use personal context and act across apps, with initial access depending on device support, language, location and beta timing.

The Meitner Energy Center will pair a Google data center with new clean-power generation in Gray and Roberts Counties. Google plans air cooling to limit water consumption.

NVIDIA has introduced an open humanoid reference robot for academic research, pairing a Unitree chassis and Sharpa tactile hands with Jetson Thor compute ahead of planned system availability in late 2026.

OpenAI and partners Oracle, Related Digital, and Walbridge have started construction on "The Barn," pairing a planned 1 GW infrastructure buildout with utility-protection pledges and student software credits.

NVIDIA is pairing third-party robotics hardware with its Jetson Thor onboard compute and Isaac GR00T open software to standardize humanoid robotics research. Full reference robots are scheduled to ship through Unitree in late 2026, while software workflows for existing Unitree G1 humanoids are slated for an earlier release.

The partnership targets logistics operations in Reno, Nevada, serving retail brands such as JCPenney, Brooks Brothers, and Aéropostale with Brookfield identified as an investor in both companies.

The modular codebase provides unified configurations and standardized interfaces spanning data processing, simulation, and real-world deployment across diverse robot hardware.