Principal @8VC. Previously @Neeva @Airbnb @Pinterest and systems research

San Francisco, CA
Joined April 2016
Are we actually facing diminishing returns from model scaling? What happens when we extrapolate scaling laws for the next few model build outs? New essay (full link below):
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Kevin Niechen retweeted
Introducing @indent, one coworker for your whole company Indent is a single agent that is built to work with every member of your team, simultaneously. Instead of every one setting up their own agents, use Indent to build one together. Try it at indent.com
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Kevin Niechen retweeted
2023: we invented the AI interviewer. 2026: we invented the AI user. Digital Twins by @OutsetAI is live today. Accurately simulating humans is now possible. But it has done by building one-to-one synthetic twins anchored on real humans, not just asking a foundation model to regurgitate population level responses. That's why we did it. We reinvented the way companies understand their customers a few years ago. We built the most rigorous and high scale mechanism to capture and process customer data. And since then, we've captured millions of deep, multimodal human responses around the world. The future of insights will be a combination of understanding and simulating human experience. We're doing both.
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Kevin Niechen retweeted
Today we’re launching Outset digital twins. The most powerful way to simulate humans. We believe that we have finally crossed into the realm of superintelligence with respect to providing high-fidelity, high-availability simulated research respondents. We also believe that others in this space are going about it the wrong way. We are excited to announce the first simulated respondent product validated on open-ended, rather than closed-ended responses. Most published validations of simulated respondents run on closed-ended instruments (multiple choice and rating scales) because a discrete answer is easy to score. The teams buying twins want to interview them. They want to probe and follow threads the way a researcher does with a live respondent, so we instead grade our twins on their free-text answers inside those same probed conversations. Grading open-ended answers changes what fidelity even means, because a human opinion lives inside a distribution cloud. Ask a person the same question twice and they will agree with themselves about 80% of the time. We are the first team to build twins that draw from their person's cloud, wandering as much as the person wanders, and and updating the twin over time to match the human’s natural drift. A twin that holds up under this kind of testing becomes a respondent you can go back to months after the study closes, at whatever hour the follow-up occurs to you. The whitepaper on how we validate is here, and we will be publishing our full results soon:
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Kevin Niechen retweeted
1/ Today, @Primero_ai is announcing its public launch and a $12m seed, one of the largest seed rounds in LatAm. Primero is the AI transformation company for Latin America's largest enterprises.
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Kevin Niechen retweeted
Introducing GEN-1.5, a one-shot learner. It can learn new tasks in a few seconds. Show it what to do, and it generalizes. This capability emerged from pretraining on physical data at scale, as a step towards our mission of building general intelligence for the physical world.
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Kevin Niechen retweeted
Our internal data shows Claude is accelerating AI development—a possible path to recursive self-improvement, or AI autonomously building a more capable successor. It’s happening faster than we thought, and the implications deserve greater attention. anthropic.com/institute/recu…
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Congrats to @WisprFlow on their Series A! Has been a privilege to be involved from the Seed I initially invested because I heard that @tankots and @SahajGarg6 were the top students in their Stanford class. It tracked! Incredible product, team, everything. Onwards! @8vc
Major update today: We just raised a $30M Series A from @MenloVentures 🚀 Our vision? Building Jarvis from Ironman – the voice interface for the future of AI How are we spending this money? On you, if you're a cracked engineer or a growth fiend Full investor list in 🧵
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Kevin Niechen retweeted
I’m thrilled to announce @OutsetAI's $17M Series A funding round, led by @8vc! Since day one, @AaronLCannon and I were driven by a simple truth: Companies build better products when they actually talk to their users. YC drills "talk to your customers" into founders for a reason—it works. But scaling those conversations has always been challenging. I’m proud that we've created a platform that enables companies to have deeper conversations with more customers at unprecedented scale. What's even more special: not a single employee has left the company since we were founded three years ago. We believe the journey is just as important as the destination, and it's truly a privilege to work with our all-star team each and every day. We approached Series A strategically, raising exactly what we needed to fuel our growth to the next stage. Thank you to 8VC and our other investors (Future Back Ventures by Bain & Company, @ycombinator (including our partner, the incredible @garrytan), @Adverbvc, @RebelFund_VC, Genius Ventures, Ritual Capital, Alt Capital, and Mute Ventures). We're focused on what truly matters: serving our customers and growing responsibly. We believe in building a sustainable business that creates real value. To our customers who trust us, our investors who believe in our vision, and our incredible team who make it all possible—thank you. Time to scale.
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Kevin Niechen retweeted
We’re thrilled to share that @OutsetAI has raised $17M in Series A funding, led by @8vc to help companies better understand their customers. When @mchlhess and I founded Outset, we set out to solve a critical problem: truly understanding your customer is painfully slow, expensive, and at times, impossible. It shouldn’t be. We believed AI could change this by focusing on the human side of AI. So we built the world’s first AI-interviewer. An AI agent that asked questions, listened, and learned from real humans. By removing the barriers of traditional research and allowing companies to have deeper conversations with more customers more quickly, we could help teams infuse their products with genuine human understanding at a speed and scale previously impossible. So what was the moment we knew we were onto something? When WeightWatchers ran that first pilot back in early 2023. Participants shared incredible amounts of depth, all with the world’s first AI-interviewer. We got a call the next day from their head of research: "You built a thing. We want that thing. How do I pay you for it?" That validation has turned into explosive growth. We've doubled our revenue in just the last 4 months alone, with >50 enterprise customers like Nestlé, Microsoft, and WeightWatchers trusting us to unlock deeper customer insights. All of this built on the backs of a truly special early team with 0 employee turnover. This funding round was led by 8VC, with participation from an incredible group, including: Future Back Ventures by Bain & Company, @ycombinator / @garrytan, @Adverbvc /@aunder / @jess ), @_altcapital / @jaltma , Rebel Fund, Genius Ventures, Ritual Capital, and many more. So what's next? We're scaling our engineering and go-to-market teams to build the world's most powerful agentic customer research platform. All focused on one mission: helping companies better understand humans. To our customers, investors, and team - thank you for believing in this vision. Now check out the video to see Outset in action, testing the video itself with real people!
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Privileged to lead @OutsetAI’s Series A and support them in making user research more scalable—and meaningful—than ever. @AaronLCannon & @mchlhess have brought rare product chops, deep customer understanding, & impressive velocity to a $140 bn industry that has quickly emerged as one of the best use cases for an AI native approach we have seen to date @kevinniechen and I wrote about how Outset is changing the equation (below):
We’re thrilled to share that @OutsetAI has raised $17M in Series A funding, led by @8vc to help companies better understand their customers. When @mchlhess and I founded Outset, we set out to solve a critical problem: truly understanding your customer is painfully slow, expensive, and at times, impossible. It shouldn’t be. We believed AI could change this by focusing on the human side of AI. So we built the world’s first AI-interviewer. An AI agent that asked questions, listened, and learned from real humans. By removing the barriers of traditional research and allowing companies to have deeper conversations with more customers more quickly, we could help teams infuse their products with genuine human understanding at a speed and scale previously impossible. So what was the moment we knew we were onto something? When WeightWatchers ran that first pilot back in early 2023. Participants shared incredible amounts of depth, all with the world’s first AI-interviewer. We got a call the next day from their head of research: "You built a thing. We want that thing. How do I pay you for it?" That validation has turned into explosive growth. We've doubled our revenue in just the last 4 months alone, with >50 enterprise customers like Nestlé, Microsoft, and WeightWatchers trusting us to unlock deeper customer insights. All of this built on the backs of a truly special early team with 0 employee turnover. This funding round was led by 8VC, with participation from an incredible group, including: Future Back Ventures by Bain & Company, @ycombinator / @garrytan, @Adverbvc /@aunder / @jess ), @_altcapital / @jaltma , Rebel Fund, Genius Ventures, Ritual Capital, and many more. So what's next? We're scaling our engineering and go-to-market teams to build the world's most powerful agentic customer research platform. All focused on one mission: helping companies better understand humans. To our customers, investors, and team - thank you for believing in this vision. Now check out the video to see Outset in action, testing the video itself with real people!
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Kevin Niechen retweeted
Understanding customers is existential for any business. @OutsetAI is redefining how it’s done, with pioneering AI-led interviews blending survey scale & human depth. We’re proud to lead their $17mm Series A. More below from @jack_moshkovich & @kevinniechen:
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Kevin Niechen retweeted
After nine months in stealth, we’re excited to announce Augment has raised $25M, led by @8VC, and is launching Augie—the first AI teammate for logistics. We are applying AI—the most transformative tech of our time—to logistics, the largest industry in the world. 🚀 We’re hiring! If you want to build AI that moves freight, let’s talk.
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Kevin Niechen retweeted
20+ years ago, @Meta & @PalantirTech formed in dorm rooms, enlisting bold young builders to create enduring companies. AI revolutionized the toolset, but courageous top talent is still paramount. The @8VC Llama Stack Innovation Challenge is your invitation to be discovered.
Our friends @Meta are taking part in the 8VC Llama Stack Innovation Challenge! First challenge: 3/7-4/19. Use Llama Stack to build desktop, field, and edge AI applications that run locally for privacy and performance. Join now: llamastackchallenge.com/
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We're incredibly excited to be launching the 8VC Llama Stack Challenge today for university students in the US!! The first challenge is about building desktop, field, and edge AI applications using Meta's open source Llama models: 3/7 - 4/19! Join now at llamastackchallenge.com
Our friends @Meta are taking part in the 8VC Llama Stack Innovation Challenge! First challenge: 3/7-4/19. Use Llama Stack to build desktop, field, and edge AI applications that run locally for privacy and performance. Join now: llamastackchallenge.com/
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Kevin Niechen retweeted
We are proud to announce 8VC Fund VI, with $998 million in new LP capital to back the most fearless and ambitious builders. The world is broken. Let's fix it. To the frontier!
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Kevin Niechen retweeted
Looking for a couple great founding engineers... A diligent dwarf, Thorin, loves routing incoming comms to the right colleagues, and mining them to create replies, processes and alerts. He has a lot of cool tricks up his sleeve, and will save me hours per week; other friends agree they need his help ASAP. We’re building something awesome around AI, email, and team processes at @8VC. Our team co-founded the AI CRM used by 3500 firms (Affinity!), and after Palantir, we co-founded a lot of other mission-driven, billion-dollar companies — Addepar, Saronic, Resilience, OpenGov, Epirus, etc. I know a billion-dollar product mission when I see it. Our internal technical and design teams are building, and we're looking for a couple more A+ engineers to work with us and build a generational company. Thorin will be based out of our offices in SF and Austin, TX. You’ll have the opportunity to work directly with me and 8VC’s CTO. If you are based and obsessed, or even just a really great engineer who wants a new challenge: come win with us. DM @8VC, or visit THORIN.COM.
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Introducing Bespoke-Stratos-32B, our reasoning model distilled from DeepSeek-R1 using Berkeley NovaSky’s Sky-T1 recipe. The model outperforms Sky-T1 and o1-preview in reasoning (Math and Code) benchmarks and almost reaches the performance of DeepSeek-R1-Distill-Qwen-32B while being trained on 47x fewer examples! Crucially, we open-source the dataset (DeepSeek open-sourced the model, not the data). Let's work together on this exciting direction of reasoning distillation! 🧵More info and link to the blog below!
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Kevin Niechen retweeted
New blog post on the case for developing oral drugs for antibody targets. In an era of antibody me-toos, this strategy stands to truly differentiate. Full post below:
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