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Cursor Just Revealed How a Leaked Vendor Key Led to a Tampered Claude Code Extension

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  Cursor has finally explained how its October security incident really happened — and the trail leads outside Cursor itself. In an update published on November 13, 2026, the AI coding company said the breach began at Fireworks AI, one of its inference vendors, after an access key it had issued to Fireworks was exposed there. What followed was a chain reaction: stolen coding agent traces, harvested credentials, and a tampered extension slipped into the cache that serves Cursor's marketplace. Here is what happened, what was affected, and what you should do now. How the breach unfolded According to Cursor, the attacker used the exposed Fireworks key to copy coding agent traces from a read-only storage bucket Cursor used to share data with Fireworks. Most of the traces dated from 2025 and came from sessions outside Privacy Mode. A small number of those traces contained unredacted credentials. Cursor says fewer than 0.05% of users had traces exposed, and fewer than 0.01% of customers h...

This Free Google AI Turns Your Boring Documents Into a Podcast

Two AI robot podcast hosts discussing documents — NotebookLM Audio Overview cover illustration

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Picture this: you upload a 40-page report you have been dreading, click one button, and a few minutes later two AI hosts are casually discussing it like it is the hot topic of the day. They joke, they interrupt each other, they explain the tricky parts in plain English. It sounds like a real podcast. Nobody recorded anything.

This is not a startup demo or a $20-a-month trick. It is NotebookLM, Google’s free AI research tool, and its Audio Overviews feature is honestly one of the wildest things AI can do right now.

What Is This AI Podcast Trick?

NotebookLM is Google’s notebook-style AI assistant. Instead of chatting with a general AI that pulls answers from everywhere, you feed it YOUR documents — PDFs, Google Docs, web links, YouTube video transcripts, even pasted text — and it only talks about what you gave it. That grounding is what makes it trustworthy: every answer traces back to your sources.

Audio Overviews take those sources and generate a podcast-style conversation between two AI hosts who discuss your material. Early listeners thought they were real podcasters. The voices have natural pauses, little interjections like “oh, really?” and “totally” — small imperfections the NotebookLM team deliberately engineered in, because plain text-to-speech sounded like a robot reading a script.

How to Make Your Own in 3 Steps

First, go to notebooklm.google.com and sign in with any Google account. Create a notebook and add your sources — a textbook chapter, meeting notes, a research paper, a YouTube link. The free tier handles up to 50 sources per notebook, which is plenty.

Second, open the Studio panel and hit Generate under Audio Overview. You can customize it first: tell the hosts what to focus on, pick a format like Deep Dive (two hosts, about 10+ minutes), Brief (one host, under 2 minutes), Critique, or Debate. Then wait a few minutes while it cooks.

Third, press play. On the mobile app there is even an Interactive Audio Mode where you can jump into the conversation and ask the hosts a follow-up question — and they answer before carrying on.

The Catches (Because There Are Always Catches)

It is free, but not unlimited: the free tier gives you 3 audio overviews per day (paid Google AI plans raise that). The Shorter/Default/Longer length control currently only works in English, so non-English podcasts get whatever default length it picks. And this is important — the hosts only discuss YOUR sources. They will not look up fresh facts from the web unless you add web pages as sources. Also, you can generate a public share link for your audio, but that is currently only enabled for consumer accounts, not Workspace Enterprise or school accounts.

My Take

Here is the genuine payoff: this is the best way I have found to absorb dense material without reading it. Students turn lecture notes into study sessions. Professionals turn long reports into a commute listen. A 15-minute podcast of your own documents being discussed back to you is simply a new way to learn. No mic, no studio, no editing — just your sources and a free Google account. Try it once and you will start feeding it everything.

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