The AI race is hitting a wall of physics: computing power requires so much energy and capital that even giants like Google are recording historic financial dips. Meanwhile, AMD is preparing its answer to NVIDIA, and the US Army is running into token …
The AI agent market is undergoing a shift: instead of abstract demos, developers are rolling out low-level infrastructure. The main themes of the week are tool-calling optimization on local machines, agent integration into browsers, and the creation …
The AI market is entering a phase of aggressive commercialization. While leaders like OpenAI and Anthropic are showing astronomical revenue growth and attracting tens of billions of dollars, a fierce battle is emerging at the corporate implementation…
Artificial intelligence requires colossal hardware resources, and the infrastructure is starting to fray. From New York's power grids to the Pentagon's servers—compute capacity and supporting infrastructure are becoming the industry's primary bottlen…
AI development is rapidly hitting the physical limits of the real world. While model developers improve algorithmic efficiency, the industry is facing a severe shortage of power grids and computing resources, and the cybersecurity of agents is moving…
AI Hardware: Digest for July 23, 2026
AI agents are starting to hit physical and infrastructural limits. While models are getting smarter, compute resources and sandbox security are becoming the bottleneck—from data centers to token quotas.
OpenAI AI…
The infrastructure race has reached unprecedented scales: OpenAI plans to spend $750 billion by 2030, and Anthropic has already hit a $47 billion annual revenue run rate. However, a new problem is taking center stage—token economics and the profitabi…