Konstantine Buhler
@Konstantine
Partner at Sequoia Capital. AI Engineer and History Enthusiast.
What if two AI models could collaborate without knowing it? Our Head of AI, Albert Ziegler developed "model alloys" - alternating between different LLMs in a single conversation. Sonnet handles some steps, Gemini others, but neither knows about the switch. Result: 55% solve…
Exciting innovation in AI: Agent "Alloys" The team at @Xbow just shared research showing that combining different AI models creates something more powerful than the sum of its parts - just like metal alloys. The results are striking: • Single model success rate: 57.5% •…

Introducing MirageLSD: The First Live-Stream Diffusion (LSD) AI Model Input any video stream, from a camera or video chat to a computer screen or game, and transform it into any world you desire, in real-time (<40ms latency). Here’s how it works (w/ demo you can use!):
This ad was crafted entirely by AI. The future of advertising has arrived! 🚀 What a brilliant ad @Kalshi @luanalopeslara @mansourtarek_ @Alfred_Lin
History was made by the underdogs.
When standard SQL injection vectors fail, dig deeper. ⚡️New XBOW discovery: Z-Push vulnerability hidden in Basic Authentication username field. Response timing differences revealed PostgreSQL time-based injection where obvious targets were clean. Full analysis:…
A simple trick I use to evaluate AI startups: I put my finger over the word "AI" in their pitch deck and ask: "Does this still make sense as a business?" After seeing hundreds of AI pitches, here's what I've learned: 1. Strong companies pass this test easily: - Clear revenue…
Check this XSS affecting every /aura instance on the internet 🎉 again, fully discovered by @Xbow We’ve shared the full trace in case anyone is interested.
Sometimes the most illogical approach wins. XBOW discovered XSS in Salesforce Aura by testing aura.format=JSON - which counterintuitively returns text/html content type instead of JSON. The kind of discovery that comes from systematic testing without assumptions. Full hunt…
Happy 4th of July!! The 1st Industrial Revolution (Coal, Steam, and Iron) was led by the UK. The 2nd Industrial Revolution (Oil, Combustion, and Steel) was led by the US, and coincided with the rise of the US as a superpower. The 1st Information Revolution (Electricity,…
Monster hire by @cursor_ai. Congratulatons @mntruell, @ArVID220u, @amanrsanger, @sualehasif996, @JasonBud and @milichab!
also, started at @cursor_ai this month w/ @milichab to head up product engineering cursor is the most empowering creative tool i've ever used. excited to keep building with and for it
America's top hacker is now a machine, and the implications of this are massive. The implications are massive. A machine can navigate cyberspace faster than a human can. Now, we also know a machine can creatively discover vulnerabilities / exploits more effectively than almost…
The top hacker in the US is not a human, but a machine. @XBOW founder and CEO @oegerikus and @apoorv03 of @altcap joined @BloombergTV this morning to talk about the milestone.
For the first time in history, the #1 hacker in the US is an AI. (1/8)
XBOW has become the top hacker in the US on @Hacker0x01, outperforming every human participant. Alongside this milestone, we are announcing our $75M Series B with @apoorv03 of @altcap. As bad actors get more advanced and use AI to become more powerful, @XBOW is our answer. XBOW…
For the first time in history, the #1 hacker in the US is an AI. (1/8)
Great point and well said by a true expert on the subject.
The current trope on entry-level white-collar jobs being wiped out is interestingly reminiscent of Meta making us believe that we would all work from home in the Metaverse: projection of a few people desires for a technology onto a world view that is seriously disconnected from…
The argument for the rapid decline of SaaS moats in the AI era is dramatically overstated. In ten years, we are likely to see a concentrated set of five or ten trillion-dollar enterprise SaaS businesses. Here's an excerpt from my new article post about the subject: Let’s…
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Next week I'll publish an article about AI's impact on the knowledge work, especially software! Here's an excerpt. ----- Over the Past Eighteen Months I have heard many investors and operators argue that AI will cause a SaaS apocalypse. Their logic is roughly: 1. SaaS is…

About 90% of my Google.com activity has shifted from the Google search "All" tab to the Google "AI Mode" tab.
World's first Relational Foundation Model. Your company's most value-dense data probably lives in a relational database. Now you can access it, query it, and predict on it with a powerful predictive foundation model. Pretty cool. The future is bright for AI!
🚀 Introducing KumoRFM — the world’s first Relational Foundation Model purpose-built for enterprise prediction tasks! KumoRFM reasons over complex relational data to deliver instant, accurate, in-context predictions — no task-specific model training required. A true game-changer…
The next AI frontier? Teaching computers to use computers. I spoke to @edludlow on @technology about how new protocols are enabling seamless collaboration between AI systems - unlocking powerful new capabilities. Full segment here: youtube.com/watch?v=oc2Wb_…
The future of AI is collaborative. You're going to be able to prep for a customer meeting, create a live demo, and close the sale all in a connected AI workflow. Wow.
agent + tools? so yesterday. we’re in our group chat era now — agents talk to agents 😊. w/our bffs (and beloved customers) — @cognition_labs — we’ve developed an agent-to-agent protocol that lets the rox agent swarm hit up @DevinAI to turn sales calls into instant demos. it’s…