Physical AI company Qingkui Intelligence has completed a 100 million yuan Series A funding round led by Chuangdongfang Investment and others. Addressing the "Execution Gap" and "Data Gap" in AI for Science, the company launched an integrated self-driving lab solution comprising NexoLab hardware, AI-LabOS operating system, and MoleMind decision models to enhance R&D efficiency and data quality through a dry-wet experiment loop.
Internal turmoil at Nvidia draws attention as Elon Musk publicly backs employee petitions for Jensen Huang's reinstatement, even as the company remains second in US market cap. Anthropic has officially enforced its strictest ban mechanism, using penetrative reviews to block access attempts from unsupported regions. Tencent Hunyuan released its new real-time voice model, Hy Realtime, featuring tool invocation and singing capabilities, with API services coming soon.
The WISE2026 "Industry Matchmaking" event is ongoing, attracting over 70 registered enterprises across eight major sectors. Supply and demand sides are focusing on robotics operations, commercial space services, data computing power, and overseas expansion support. Prominent companies such as Wanda Hotels and Rokae Robotics are participating, aiming to address practical pain points in production, equipment coordination, and product R&D through face-to-face exchanges.
For tasks like scheduling with multiple valid answers, traditional supervised fine-tuning is inadequate. This briefing explains how to use Amazon SageMaker AI's serverless model customization workflow and Training Sessions APIs combined with RLVR (Reinforcement Learning with Verifiable Rewards). By building verifiers with hard and soft constraints and using the GRPO algorithm, models are guided to generate compliant, high-quality solutions rather than mimicking a single ground truth.
On 10 November 2026, Hugging Face explained that organization admins can subscribe through Google Cloud Marketplace and attach Hub billing to an existing Google Cloud account. Setup has three steps: subscribe on the Marketplace, choose an organization you administer on Hugging Face, and wait for approval. Until the switch is complete, charges may still go to the previous payment method.
88z.ai offers an OpenAI-compatible subset API that aggregates models from major providers and bills in CNY points. This guide follows the live /api.md page: how to register, create a site key, point the Base URL at https://www.88z.ai/v1, which endpoints are implemented, what the limits are, and how charges are calculated. It is not the official Anthropic, OpenAI, or Google API, and it is not the same site as 88api.ai.
On 9 November 2026, OpenAI said ChatGPT Enterprise can be bought on AWS Marketplace. The listing describes one enterprise offering that brings together Chat, ChatGPT Work, Codex, and dots, billed through an existing AWS relationship, with eligible spend counting toward an EDP or PPA commitment. Pricing is by private offer, and a Marketplace purchase does not guarantee that all customer data stays in AWS.