Ai

There is a number that should stop you cold: **51%**. That is the share of all web traffic in 2024 that was generated not by human beings, but by automated bots — according to the [2025 Imperva Bad Bot Report](https://cpl.thalesgroup.com/about-us/newsroom/2025-imperva-bad-bot-report-ai-internet-traffic).

There is a particular kind of clarity that comes from watching a technology stop being a curiosity and start being infrastructure.

Jensen Huang stood on stage at GTC 2026 two days ago and called DLSS 5 "the GPT moment for graphics." He said it with the unblinking confidence of a man who has never once been told he was wrong — or at least, has never believed it.

The federal government's confrontation with Anthropic last week was not a procurement dispute. It was a stress test — for the AI industry, for constitutional law, and for the question of whether private companies can maintain ethical guardrails when the government is the customer and tells them to remove those...

The numbers are more complicated than the headlines suggest. They are not, despite what some CEOs would have you believe, a clean story of robots replacing humans wholesale.