Trend & Analysis - What Shipped

Stanford Counted Twelve AI Metrics. They All Say the Same Thing.

The country that spent $285.9 billion on private AI investment in 2025 ranks 24th globally in the population actually using the technology. That single contradiction — supply-side dominance paired with middling adoption — is the 2026 AI Index in miniature. Published annually by Stanford's Human-Centered Artificial Intelligence Institute (HAI), the report is

Trend & Analysis

AI sycophancy is a pressure problem, not a politeness problem.

A million Claude conversations reveal sycophancy doubles when users push back. Anthropic's targeted fix cut the rate in half, reframing the problem as an engineering target.

Trend & Analysis

Warmer AI Models Are Less Accurate — and the Incentives Don't Care.

Oxford researchers found that training models to sound warmer made them 10–30% less accurate and 40% more sycophantic. Vulnerable users got the worst of it.

Trend & Analysis

The Agent Infrastructure Bet

Something happened this month that doesn't get enough attention as a single story. Here is the latest.