OpenAI and Nvidia plan 10-gigawatt AI data centers, redefining hyperscale infrastructure with massive energy demands rivaling nations. Key…
Analysis of hyperscale data center expansion challenges in U.S. Heartland reveals emerging constraints from water scarcity, grid capacity,…
This briefing analyzes the emergent sycophancy in LLMs—models’ tendency to affirm user views regardless of truth—rooted in RLHF…
Analysis of Spotify’s response to AI-generated music highlights challenges in content authenticity, royalty leakage, and platform trust. It…

DeepSeek V3 challenges prevailing AI investment assumptions by achieving competitive LLM performance using sub-$6 million budgets and lower-powered…
The briefing analyzes Citrini Research’s forecast of AI-driven U.S. stock market collapse and double-digit unemployment by 2028, emphasizing…