Timo Heuer

your db query is slow? just add this! boom, now you are ai-native instead of lazy!

@ric0seq @TuscherMarc @SereactAI @KoestlerLukas Wish I could be there 🥲

Join us in Munich for our Physical AI Meetup on the 23rd of April. We'll hear from builders working on some of the most exciting fields of AI in the built environment. @TuscherMarc from @SereactAI on world models in robotics @KoestlerLukas from SE3 Labs on spatial intelligence and understanding the 3D World @NikolausWest from @rerundotio on building the right data infrastructure for robot learning and more coming soon :)

Form follows function becomes more radical in a token-scarce, AI-supported software development reality. At first, you just want a feature / product / app to exist - you can make it pretty later.

Magical OpenClaw experiences that use frontier models cost $300-1,000/day today, heading to $10,000/day and more. The future shape of the entire technology industry will be how to drive that to $20/month.

This is big... Anthropic just announced a model so powerful they won't release it to the public out of fear over the damage it will cause 😨 Claude Mythos Preview found thousands of zero-day exploits in every major operating system and web browser... The numbers are hard to believe: > $50 to find a 27-year-old bug in OpenBSD, one of the most security-hardened operating systems ever built > Under $1,000 to find AND build a fully working remote code execution exploit on FreeBSD that grants unauthenticated root access from anywhere on the internet > Under $2,000 to chain together multiple Linux kernel vulnerabilities into a complete privilege escalation exploit For context: these are the kinds of findings that previously required elite security researchers working for weeks. Anthropic engineers with no formal security training asked Mythos to find exploits overnight. They woke up to working code the next morning. The results were so impressive Anthropic assembled Apple, Google, Microsoft, Amazon, NVIDIA, and seven other organizations into Project Glasswing: A $100M defensive coalition. They're not releasing this model publicly. Instead, they're racing to patch the world's infrastructure before models like this proliferate.

$1B to $30B in 15 months 🤯

Most tech companies break out product management and product marketing into two separate roles: Product management defines the product and gets it built. Product marketing wires the messaging- the facts you want to communicate to customers- and gets the product sold. But from my experience that's a grievous mistake. Those are, and should aways be, one job. There should be no separation between what the product will be and how it will be explained- the story has to be utterly cohesive from the beginning. Your messaging is your product. The story you're telling shapes the thing you're making. I learned story telling from Steve Jobs. I learned product management from Greg Joswiak. Joz, a fellow Wolverine, Michigander, and overall great person, has been at Apple since he left Ann Arbor in 1986 and has run product marketing for decades. And his superpower- the superpower of every truly great product manager- is empathy. He doesn't just understand the customer. He becomes the customer. So when Joz stepped into the world with his next-gen iPod to test it out, he fiddled with it like a beginner. He set aside all the tech specs- except one: battery life. The numbers were empty without customers, the facts meaningless without context. And, that's why product management has to own the messaging. The spec shows the features, the details of how a product will work, but the messaging predicts people's concerns and finds way to mitigate them. - #BUILD Chapter 5.5 The Point of PMs

Today, we closed our latest funding round with $122 billion in committed capital at an $852B post-money valuation. The fastest way to expand AI’s benefits is to put useful intelligence in people’s hands early and let access compound globally. This funding gives us resources to lead at scale. openai.com/index/accelera…

robotics data for physical AI is front and center this year. from gtc's heavy focus on data infrastructure to human data ecosystems like egoverse, the field is waking up to the bottleneck of scaling robotics data. and there's real divergence in how people think about quantity, quality, modality, and diversity. @aurorafeng_01, @deeptt and i have been looking at the data infra landscape and put together a market map + open data vendor/collector list 👇

We're launching the European Student Robotics Association (ESRA) (13 universities, 8 countries, 2.5k+ members)! We’re young, driven and together we’re tackling the European fragmentation problem heads on. Who are we? - ETH Robotics Club (Zürich) @ethroboticsclub - RoboTUM (Münich) - EPFL AI Team (Lausanne) @epflaiteam - Unaite (Paris) - Team Polar (Eindhoven) - TU Wien Robotics Club (Vienna) - Robotics Collective (Aachen) @robocollectiv - KTH AI Society (Stockholm) @KTHAISociety - Delft Robotics Student Association - KN CybAiR (Poznan) - AEA Polimi (Milan) And just getting started! What do we do? → Pan-European robotics competitions → Cross-border technical project collaborations → Coordinated access to funding opportunities across Europe

People who say @AnthropicAI doesn’t have image generation obviously haven’t tried creating a logo mockup with Cowork directly in PowerPoint yet 😅

RIP Sora, you gave us the greatest ai video of all time

Little known fact, the Anthropic Labs team (the team I joined Anthropic to be on) shipped: - MCP - Skills - Claude Desktop app - Claude Code It was just a few of us, shipping fast, trying to keep pace with what the model was capable of. Those early Desktop computer use prototypes, back in the Sonnet 3.6 days, felt clunky and slow. But it was easy to squint and imagine all the ways people might use it once it got really good. Fast forward to today. I am so excited to release full computer use in Cowork and Dispatch. Really excited to see what you do with it!

I asked Claude to build my daughter an app that plugs into our piano, can read live key strokes, can show her sheet notes and key view and ends with a Guitar Hero style game. All while giving progressively harder songs. Today she’s using It and crushing It.

the legend @nikunj made an interactive visual guide to the world models essay. nikunjk.com/visualizedessa…

There is a tremendous amount of progress happening in World Models. Multiple labs have raised more than $1B. WMs were the star of GTC. They are a real path to embodied AI. So @PimDeWitte & I wrote a comprehensive 19k word overview of World Models. notboring.co/p/world-models

Breaking: Jeff Bezos is in talks to raise $100 billion for a new fund that would buy manufacturing companies and use AI to automate them wsj.com/tech/jeff-bezo…

Bessemer's Physical AI 50 is now live — our new list spotlighting 50 startups turning robotics and autonomous systems into deployed products. What these leaders share: 🔹World-class teams combining robotics, AI, and systems engineering 🔹Focus on high-value, repeatable use cases 🔹Deep customer partnerships that generate real-world data See the full list ⏩️bessemervp.team/3PNKtWs