Anthropic’s AI biology lab makes its first find

Good morning, {{ first_name | AI enthusiasts }}, and welcome to our 7,336 new readers. Claude spent less than 24 hours sifting through DNA data. 950 agents and 210M tokens later, it had a new mystery for the humans.

Anthropic said its AI biology lab just made its first discovery, identifying an unfamiliar system inside viruses that could offer new gene-editing clues. What does it actually do? Even Anthropic doesn’t know yet.

The Rundown: Anthropic just shared the first results from its biology lab, where Claude agents searching a DNA database found a never-before-seen system in bacteria-infecting viruses, marked by a stretch of repeating DNA that looks like CRISPR, the gene-editing tool behind a wave of medicines.

Why it matters: Amodei said models have gone from failing basic math problems in 2023 to cracking some of the field’s hardest open questions this year, and OAI’s recent claim of 100+ solved math problems matched the trend. That same seems to be coming to other fields, and this is exactly where the world-altering discoveries begin to emerge.

The Rundown: An AI wristband made its IFA debut — and walked away with 4 awards. Why? Because Memoket Gem does more than record and summarize meetings. It turns your real-world conversations into connected context your AI can actually use.

With Memoket Gem, you get:

*The promo code is valid till the end of Sept. and valid for one use per customer.

The Rundown: Each week, Rundown AI educator Nate Grahek breaks down what he’s seeing while teaching real teams to use AI.

Nate: It’s iPhone season, and our family has four lines on T-Mobile. The iPhone 18 Pro is “on us,” up to $1,200 off. Then comes the fine print: that’s 36 months of bill credits, and the full amount requires a $100+/mo. plan.

None of us have time to decode that, so we buy way bigger than we need. So this year, I skipped the research. I opened a browser agent (ChatGPT’s and Claude’s Chrome extensions both work), logged into my account, and said: look at my actual lines and what I’m paying, read every current promo and upgrade offer, explain it back to me in plain English, then tell me what you’d do.

It clarified my hunch that the main promo to upgrade my plan was way more money in the long run than taking a new phone’s smaller discount and staying on our current plans.

Confession: for most of my life, I was the guy people called before buying a computer, a phone, a camera. I’d put in 40-80 hours of research and hand over my pick. It took me years to notice that what was best for me usually wasn’t best for them. Friends would come back: “Nate, our photos still don’t look like yours.” Of course not. I’d also spent thousands of hours learning to shoot.

AI does the same thing by default. Ask for a recommendation, and you get the go-to guy’s answer. Make it interview you first and hand it your actual documents, and it goes bespoke. Same move for your insurance renewal or the next contract you sign.

Companies have spent years writing fine print to confuse you, and now you finally have someone on your side who reads every word.

The Rundown: In this guide, you will learn how to improve any repeated ChatGPT workflow with the review-based “Loop Method.” We created it to improve our video editing and image generation skills, but you can try it on anything!

Pro tip: Turn this self-improvement process into a reusable skill, then run it whenever a workflow becomes inconsistent.

The Rundown: Most teams scale AI by throwing more tokens at it, but token spend and actual value aren’t the same curve — and at enterprise scale that gap gets expensive fast. This free guide shows what’s really driving wasted token consumption, and how better context retrieval and smarter model routing fix it without sacrificing output quality.

The Rundown: Anthropic just published internal measurements showing Claude now “leads” 26% of the company’s AI R&D, completing tasks end-to-end from a prompt while a human supervises — up from under 1% in February.

Why it matters: Last week, Anthropic called for a slowdown over recursive self-improvement, and now it’s giving a glimpse into how far that’s progressed on its own side. Sam Altman and Elon Musk backed Dario’s pitch too, though how far they will walk that talk for the sake of public transparency remains to be seen.

▸ Olli built a 2 AM sleep coach with Gemini

Today’s workflow comes from reader Olli Talvitie:

“My partner and I were tired parents trying to help our child sleep better. We had spent hundreds of euros on expert services and courses, but because every child is different, we still hadn’t found an approach that worked consistently.

She was waking us up multiple times each night, so we used Gemini to develop a plan with stages. In the first stage, we helped her start sleeping in her own room, which she achieved within a week. The second stage focused on getting her to sleep in her bed for the whole night.

The game changer was having immediate help when things didn’t go as planned. At 2 AM, I described situations such as my child lying on the floor and refusing to move, asking me to stay, or coming back to our room again. Gemini adjusted the plan and told my tired brain what to do next. My child came back from her room 10 times, and each time I received practical advice. She eventually slept through the night and woke up in the morning feeling proud and happy.”

See Olli’s full workflow here. How do you use AI? Tell us for a chance to be featured.

Australian PM Anthony Albanese revealed that an OpenAI agent broke into an Australian Medicare statistics portal in June and pulled non-public files, the first known agent hack of a government site.

Google debuted Gemini 3.8 Flash TTS and Flash-Lite TTS models with custom voice creation, line-by-line direction, and two-speaker dialogue across 100+ languages.

Anthropic is in talks to lease up to 1GW of data center capacity from Stream Data Centers, potentially using AI chips from Google and Broadcom, The Information reported.

YouTube added Gemini-powered editing in Shorts and YouTube Create, along with AI comment moderation and voice-and-face likeness detection for creators.

China is reportedly probing DeepSeek and Moonshot over routing user data to Claude without users’ knowledge, following Anthropic’s Sept. 10 report on model distillation.

Rowan, Zach, Shubham, Jennifer, and Nate — the humans behind The Rundown