He vibe-coded the bug. Genius.
We discovered a sophisticated recording device that was hidden inside one of our offices. We used our models to understand the device and where it had come from, identifying that a specific employee had planted it a few days earlier. We referred the matter to the FBI, and we’re grateful to the agents and prosecutors who moved quickly to make an arrest. The FBI’s investigation is ongoing and we will continue to support their work.
At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data. The employee was terminated.
We take protecting our technology, data, and people seriously, and as a matter of national importance. Our security program is designed to protect against a wide range of threat actors, from insider risks to cybercriminals to nation states, and this case is an example of how AI can help address these sophisticated security threats.
Riley Goodside retweeted
if you value intelligence above all other human qualities, you’re gonna have a bad time
Claude Opus 5.5 writes and animates a 5 minute explanation of UMAP for an undergraduate ML audience
All of this—the concepts for the visuals, the narration, etc.—is from Claude. Prompted in Claude Code on my phone.
From the author of the UMAP paper:
Replying to @goodside
Very impressive! I would say its a good explanation for an undergrad audience in 5 minutes. I appreciate the caveats and discussion at the end; especially regarding using it as a tool to explore and find questions rather than as proof of answers.
It scares me sometimes how little work is left from here to AGI. All roadblocks are so dumb and fixable—symptoms of AI’s recent arrival. it’s all so clearly just a matter of time
> Create a 30s animated video with sythesized voice where an animated pelican on a unicycle explains the shell command `w | tail -n +3 | cut -d ' ' -f1 | sort -u` with visuals while juggling several fish.
Claude Opus 5.5 (Extra)
> Make a 1-minute educational video about UMAP with synthesized voice narration.
Claude Opus 5.5 (Extra)
“Imagine there exists a really good movie about you. Animate the opening credits to this film with made-up names in any style you like. Return the sequence as an mp4.”
Claude Opus 5.5 (Extra)
Claude Opus 5.5 (Medium) creates 30s of found footage from someone lost in the part of the Backrooms dedicated to past misshapen results of standard AI art test prompt subjects
> Make a 30s video about what it feels like to be you, using whatever tools you like.
Claude Opus 5.5 (extra)
“Make an animated educational music video for an original song you create explaining the AI model Jev”
Claude Opus 5.5 (high):
Riley Goodside retweeted
no investor, no startup guy, no counselor, no content creator, no musician will avoid going the way of the software engineer and mathematician
I like this framing. AI output as a super-stimulus; something that will only be more true as models improve








