What is happening in AI, and what it means for people. Industry news, technical explainers and financial analysis from the Human Freedom Foundation.
For Anthropic's IPO price to make sense, its revenue needs to grow roughly sevenfold over five years and then nearly triple again, while keeping software-like margins. The bigger threat is not the headline loss; it is the possibility that AI models become a cheap commodity.
How AI assistants answer questions about data they were never trained on, and how designers keep them from drifting: retrieval-augmented generation, command-line and structured tools, MCP, and classification and routing, combined into a specialist assistant that finds the right data and stays in its lane.
A placeholder industry-news brief showing the short format: what happened, why it matters for people, and where to read the primary sources.
A placeholder financial-analysis piece that walks through a hypothetical funding announcement and shows how to read the numbers behind the headline.
