An editor gets a promising pitch, starts googling, and finds a byline that exists everywhere and nowhere. A podcast episode about a scammer – and that some sources didn’t care about being faked. (Question Everything)

238k speeches: Guardian and UCL trained a non-generative ML model on 100 years of House of Commons debates. Both Labour and Conservative MPs are currently at or near their most hostile on immigration, driven by competition with Reform UK.

Time put “The People vs. AI” on its cover and profiled nine Americans fighting data centers, chatbot harms, and AI in hospitals. A companion essay argues AI policy has left the wonk phase and entered kitchen-table politics, but neither party in the U.S. knows what to say about it yet. (Andrew R. Chow / Rebecca Lissner)

The Independent Journalism Atlas is building a database of people doing journalism outside traditional newsrooms. It maps creators by beat, format, business model, and audience.

“In 2026, it’s a scary time to work for a living.” That’s how the Guardian launches Reworked, a yearlong series on AI and the future of the job. The same technology that’s making software engineers nervous is making them realize they have more in common with warehouse workers than with their CEOs. (Samantha Oltman)

The Defender Handbook: Radical Roots & Social-First Digital Tactics (Kansas City Defender)

Entrepreneurial Journalism Teaching Toolkit (Jeremy Caplan)

Writing with AI. Five ways professional writers are leveraging ChatGPT (OpenAI)

AI in newsrooms: how to do it, how not to do it, and how to remember your audience’s needs as you go along (Louise Story, Dmitry Shishkin, #ijf24)