UnverifiedForum chatter · sentiment · rumors

The rumor mill, read by machine Unverified by design — Rumors are not facts.

Companies

What employees and insiders are whispering about the big players.

Technology

The tools, models, and tech the industry is arguing about right now.

Layoffs & Jobs

Cut rumors, RIF chatter, and what people fear is coming next.

Chatter only — for confirmed cuts, charts, and the signal board, see AI Layoffs.

AI Industry

The labs, the money, and the bubble talk.

Policy & Safety

Regulation, safety, copyright, and the fights over how AI gets governed.

How this works

Where the signal comes from, and why we label every word of it unverified.

The sources

We gather public posts from Hacker News and Reddit for each topic we watch — the threads where engineers, employees, and insiders actually talk. More forums are being added over time.

The read

A local AI model reads each topic's posts and distills them into one aggregate read: overall sentiment, the recurring themes, and the specific rumors circulating — each tagged with how much weight the crowd gives it.

The rules

Aggregate only. We never republish individual posts or usernames, never quote anyone verbatim, and never present a rumor as fact. If a topic is quiet, we say so rather than invent a story.