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CP Group, Arise Ventures, and True Corporation selected AWS for a five-year collaboration spanning cloud infrastructure, retail, telecom, fintech, and AI talent development. The plan targets up to 3 million people with cloud and AI skills while deploying AI for credit scoring, fraud detection, retail optimization, and predictive network maintenance.
Merge CEO Shensi Ding shared a selfie with MiniMax’s Sylvia Tong, tagging both companies with a handshake emoji but announcing no concrete product change. The developer angle is Merge Gateway’s existing role as a unified control plane for routing MiniMax and other models through one API.
Anthropic opened a research preview of MHS, a model-agnostic standard for AI agents to operate programmable laboratory and manufacturing equipment. It aims to reduce bespoke hardware integration from weeks or months to hours or minutes.
Xiaomi’s AI Cube Prototype combines XRING O3, O100, and D100 chips in a 150W desktop system that runs 120B and 3B models locally. Xiaomi has announced no price or release date; it remains an engineering prototype.
Meta’s 2026 AI infrastructure budget is projected at $130–145 billion, but power and data-center capacity—not cash—are becoming the binding constraints. An X analysis argues that Cerebras could provide additive inference capacity without relying on conventional HBM-heavy GPU supply, though no large Meta deal has been publicly confirmed.
Architect Labs says its AI system designed and verified Redwood, an AI inference accelerator, in two weeks with only two human architects guiding the specification. Redwood currently runs on an FPGA; its projected performance advantage over NVIDIA’s Jetson Orin Nano awaits fabricated silicon.
Cloudflare’s Big Pineapple DNS platform cut its cache footprint by 56% through five Rust-level memory optimizations, freeing roughly 100 terabytes across its fleet. The changes also increased cache insert throughput by 43% and reduced lookup latency by 19%.
NVIDIA reported Q2 FY2027 revenue of $96.2 billion, including $89.0 billion from Data Center, up 117% year over year. The bigger signal is that AI expansion is now constrained by land, power, cooling, labor, memory, and networking—not accelerator demand alone.
Merge says one provider behind Gateway is still scaling capacity after being overwhelmed overnight, so it is rotating traffic to another provider. The incident highlights Gateway’s role as a multi-provider routing and failover layer for production AI.
Cursor said it was tracking an access outage and working to restore service, with some users already reporting recovery. Its official status page now shows all components operational.
box by ASCII provides persistent Ubuntu VMs for AI agents, with SSH, Docker, desktop access, snapshots, and preinstalled developer tools. Its per-second pricing targets builders running long-lived agents and parallel software workflows.

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