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CITIC Securities: AI ROI Loop Proven as Cloud Giants Surge Capex

A recent CITIC Securities report highlights that capital expenditure of the four major North American cloud providers continues to grow rapidly. Amazon AWS exceeded expectations, with its CEO noting an ROI breakeven point of under three years for AI infrastructure, signaling a healthy investment-return loop.

#capex#optical-communication
SOURCE // NEWS

Palantir Forecasts Surging US Demand for Its AIP and AI Agent Software

Palantir has raised its revenue forecast, driven by explosive demand for its Artificial Intelligence Platform (AIP) among US enterprises. Companies are rapidly adopting Palantir's AI agent capabilities to automate and optimize complex business workflows.

#palantir#ai-agents
SOURCE // NEWS

AWS Partners with Superblocks to Bring Private Vibe-Coding to Enterprises

Vibe-coding startup Superblocks has partnered with AWS to embed its application-building tool inside customers' private clouds. This allows business users to generate secure AI apps integrated with Amazon Bedrock and Aurora without risking data leakage, reflecting a broader trend where cloud giants urge enterprises to separate orchestration from frontier AI models.

#superblocks#aws
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Trump’s AI Protectionism Hits Robotics: FTC Bans Advanced Robot Imports

The US FTC has issued a sweeping ban on importing foreign advanced robots, citing national security concerns. While welcomed by some domestic firms, the move heavily impacts US AI researchers who rely on affordable Chinese humanoid hardware to train embodied AI models.

SOURCE // NEWS

Alibaba Launches QwenWork Public Beta: Turning AI into Enterprise Agents

Alibaba's QwenWork enters public beta, offering a comprehensive enterprise Agent workstation. Powered by the latest Qwen models, it enables users to deploy live websites from prompts, streamline multi-modal tasks, and connect with DingTalk and Feishu to elevate individual AI adoption to organizational productivity.

#qwenwork#enterprise-agent
SOURCE // NEWS

The DeepSeek Disruption: How V4 Flash Sets the 'Kill Threshold' for AI Models

As the AI Agent era drives a massive surge in token consumption, DeepSeek V4 Flash has disrupted the market by handling 8 trillion tokens daily on a single platform. Powered by an ultra-efficient MoE architecture, V4 Flash delivers near-frontier agent performance at a fraction of the cost, establishing a 'kill threshold' that squeezes out mid-tier, high-priced competitor models.