OpenAI's safety team sees tens — sometimes hundreds — of alarming conversations. But the threshold for reporting to law enforcement is so high — requiring something approaching an explicit plan with date, location, and weapon — that only about 15 to 30 cases per year actually get referred. Some employees thought that was dangerously low.
Where this was said
At 8:30 · chapter starts 4:30
Ryan Knutson steps back to provide context: OpenAI has millions of users doing ordinary things — recipe searches, vacation planning — but as Georgia Wells explains, it doesn't take many bad actors on a platform of this size to create serious public safety risk. OpenAI has an automated system that scans every conversation for signs of potential violence, with the most alarming cases escalated for human review by employees with backgrounds in law enforcement or counterterrorism. OpenAI has said it does not believe ChatGPT caused Eichner's actions and that it proactively shared logs with law enforcement after the shooting. But the episode frames a harder question: what about before? The FSU shooting is revealed to be one of at least two known instances in which mass shooting suspects used ChatGPT to discuss violent attacks — the second being a case in Canada that will become the episode's central horror.
At least two known mass shooting suspects used OpenAI's ChatGPT to discuss and plan violent attacks before carrying them out.
Game apps keep users engaged long enough for ads to pay off. Tool apps don't — so if you're building a utility, ads are almost always the wrong call and subscriptions are your only real lever.
Inside SEO Bot, a single button labelled 'Boost My Domain Rating' routes users directly to Listing Bot. That one interaction converts a user of one tool into a user of two — without any marketing cost.
Directory listings are a powerful but underrated growth channel — but only if your product is genuinely interesting enough to earn the click. AI products have a natural advantage here because they're easy to package in a compelling, clickable way.
The fastest path to Twitter growth isn't volume — it's forming sharp opinions about how the platform works and sharing them immediately. People cluster around those who understand the rules and say so out loud.
Sam had no coding knowledge, so he used ChatGPT voice mode to generate his entire codebase and copy-pasted it into Notepad. A friend later introduced him to Cursor, and he never looked back.
Copy days of Discord chat history, paste it into ChatGPT, and ask it to list recurring pain points. The ones that come up most often are your best product bets.
Sam's top advice: when prompting Cursor, tell it to architect code for 100,000 users from day one. The AI changes its approach, building scalable frameworks instead of brittle one-user code.
With AI coding tools like Cursor, Bhanu replicates an existing free tool for a new keyword in under 5 minutes. What used to be a multi-day build is now a lunch-break task.
Ahrefs, SiteGPT, Cal.com, PostHog, Datafast, Sibyl AI, Bento, Feather, Featurepace, Mintlify, Cloud Code, ChartMogul — Bhanu runs his entire business solo with these 12 tools.
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