
Prefabricated AI Compute Deploys in 24 Hours
China’s prefabricated computing infrastructure reportedly achieves over 90% factory prefabrication and can enter operation within 24 hours. The approach is said to improve delivery efficiency by 70%.
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China’s prefabricated computing infrastructure reportedly achieves over 90% factory prefabrication and can enter operation within 24 hours. The approach is said to improve delivery efficiency by 70%.

Baidu has upgraded its app with interactive, GUI-based search components and an improved ERNIE Teacher. ERNIE Assistant task engine 2.0 now handles end-to-end office workflows, from information gathering to final delivery, at no cost.
Slack announced Slack Code, a feature that lets teams collaborate with AI coding agents through dedicated code channels. Users can review plans, code diffs, and previews, then approve actions from agents such as Claude and Devin.

NanoClaw now integrates with Slack, allowing users to create persistent AI agent teams with specialized roles, memories, permissions, workflows, and avatars from a single message. Agents can collaborate in Slack channels and Canvases, while also being reachable through Telegram and WhatsApp.

Uber has begun offering Baidu’s driverless Apollo Go vehicles through its app in Dubai. Riders booking UberX or Uber Comfort may be matched with an autonomous vehicle, while a dedicated Autonomous option increases the chance of requesting one.

OpenAI’s Private Safety Processing is designed to detect abuse across multiple interactions without requiring customers to hand over their data. The approach preserves Zero Data Retention and contrasts with Anthropic’s stated 30-day retention requirement.

Google reportedly bid $10 million for Spirit Airlines’ internal enterprise data, including approximately 100 million emails and 500 million Microsoft Teams messages, in a bankruptcy asset auction. The deal signals the emergence of a market for acquiring sanitized corporate communications and work records to train AI systems and enterprise agents.

v0 uses a Snowflake request proxy to let AI-generated applications access authorized data without exposing users' OAuth tokens inside sandboxes. The design combines Vercel Sandbox firewall interception, per-sandbox certificate authorities, OIDC verification, and server-side credential resolution.

Moderna and Merck reported that a personalized mRNA therapy, intismeran, combined with Keytruda met key recurrence and distant-metastasis survival endpoints in a prespecified interim analysis. The approach uses AI to select up to 34 tumor-specific neoantigens for an individually manufactured treatment.
As industrial systems, infrastructure, robots, and AI agents gain the ability to change physical conditions, cybersecurity must protect actions and outcomes—not only data and access. The article argues that future defenses need to evaluate whether an authorized action is appropriate for the current environment, state, and safety boundaries.