We are replacing the tokenizer. Fine-tuning soon up to 90% cheaper.

Joined October 2025
Servamind has raised a $1.2M pre-seed round, led by Davidovs Venture Collective. We build the new infrastructure beneath AI models, so you can run any of them at 10x the scale. Huge thank you to all our investors: @msdavidova, @Nick_Davidov, @dvc_collective, @Arrington_Cap, @EdgeCapitalMgmt, @EdgeVenturesVC, @PsalionVC, @web3funfunding Read the announcement below 👇
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Bits & Pretzels is done and all team members are home safe. Fantastic week, lots of new and promising contacts. Looking forward to catching up in the coming weeks. 🥨🚀 @bitsandpretzels
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Yesterday at @bitsandpretzels was amazing. Today has just begun. Come visit us at our booth!
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Good morning! If you’re around and want to talk about scaling your AI infra layer, let us know! We’ve got a booth tomorrow at 0-87, drop by if you’d like to chat.
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Doors open tomorrow! Bits & Pretzels, Munich, September 28–30. @bitsandpretzels
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Come find us at our booth on tuesday!
Servamind is coming to Bits & Pretzels in Munich, September 28–30. If you're training or fine-tuning AI, we should have a chat! @bitsandpretzels
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Servamind is coming to Bits & Pretzels in Munich, September 28–30. If you're training or fine-tuning AI, we should have a chat! @bitsandpretzels
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Our Head of R&D and Co-founder @PeterSutorJr arrived on the platform!
Hi! I'm Peter, Co-founder and Head of R&D at @servamind. Throughout my PhD, I've focused on figuring out how to transfer the radical efficiency of Hyperdimensional Computing to the type of Artificial Intelligence we've grown accustomed to.
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Excited to share that our whitepaper was featured by the Lifeboat Foundation. Full research papers are coming this fall! @LifeboatHQ
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Shoot us a DM if you've been paying for your own fine-tuning runs.
Fine-tuned an open model recently on GPUs you're paying for yourself? We want to hear how it went. The bill, the queue times, the setup pain. All of it. I'm Rachel, founder at Servamind. We're building Chimera: serverless training and inference at roughly 1/10th the cost of running your own GPU capacity. Before we lock in the alpha, I'm looking to talk to more engineers who actually do this work. Not a sales call, I want the messy details: • what you fine-tuned, and on what hardware • what the run actually cost you • where the tooling broke down If you're up for 30 minutes, send us a DM.
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We really love how HF0 and Boardy are integrating and making it easy to apply. If only AI was this easy as well -- soon it will be with Chimera. Join our newletter here to see what we're up to: servamind.beehiiv.com
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We're at @AGISummit tomorrow, 12pm PT. Our CEO Rachel St. Clair and Co-Founder, Head of R&D @PeterSutorJr take the stage to talk hyperdimensional computing, representation learning, and the path to AGI. 📍 Palace of Fine Arts, SF #AGISummit2026 #Servamind
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🚨 It’s not every day you get the chance to build an infrastructure standard from scratch. A new job opening in our portfolio is exactly that kind of opportunity. We haven't shared top roles in a while — but our portcos are growing fast, and the openings are too good to keep quiet. So we're bringing back our Top Open Roles of the Week series. This week's opening: 🔎 @servamind - a company building a universal standard for AI infrastructure. ServaStack combines a universal data format (.serva) with a compute engine (Chimera) that wraps any existing model without retraining. The company is looking for a technical leader who will guide Servamind toward becoming a commercial infrastructure standard. Candidate Profile: — Experience managing teams of developers and researchers — Deep understanding of AI/ML: PyTorch, TensorFlow, computer vision, generative models — Ability to read complex codebases and iteratively improve them — Experience with hiring, setting up sprint cycles, and managing cross-functional teams — Background in advanced mathematics (topology, HDC, or non-Euclidean math) — a plus — Ability to prepare technical materials for investors and clients 📍 Location: US | GTM delivery + possibility of business travel 👉 Apply: docs.google.com/forms/d/e/1F… P.S. Know a strong tech leader with an AI background? Tag them or pass this along 👀 #hiring #openrole #AI #deeptech #MLengineering #startups #AIinfrastructure
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Static pattern-matching is keeping AI trapped in a vacuum. To build truly autonomous systems, models need to do more than just react—they must dynamically adapt to their environments. 🛑 Head of Research Peter Sutor Jr. breaks down why legacy machine learning frameworks hit a wall in the real world and how a unified representational primitive changes everything. 🧠⚡ Ditch the static limitations. Join the Beta: 👉 serva.servamind.com #AIResearch #DeepLearning #Servamind #AgenticAI #TechInnovation
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AI development is 20% building and 80% fighting "data chaos." We’re ending the waste. The .serva standard is the first universal primitive for all AI. Lossless compression + Direct computation = The end of the compute crisis. Stop prepping. Start building. 👇 arxiv.org/pdf/2601.09124 JOIN THE BETA serva.servamind.com #AI #DataScience #Servamind
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The legacy AI stack is broken. Developers waste crucial hours fighting fragmented platforms, siloed file formats, and mismatched compute setups. 📉 Founder @RachelStClair explains why we must ditch this chaos for a unified primitive. The .serva standard collapses data complexity so you can build and deploy at maximum velocity. ⚡ Rip up your legacy silos. Join the Beta: 👉 serva.servamind.com #AIInfrastructure #DataEngineering #Servamind #MLOps #TechInnovation
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If your AI agent can’t "remember the future," it isn’t truly autonomous. 🧠 We’re bridging the gap between reactive models and proactive agency. Join the movement. 👀 serva.servamind.com
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