🌟 A Huge Thank You to Our Sponsors! 🌟 We’re excited to have Databricks, Google Cloud, Microsoft Azure and Amazon Web Services (AWS) as key sponsors for SnorkelCon 2024. Their support empowers us to bring together the brightest minds in AI, data science, and machine learning. Let’s make this event unforgettable! 🙌
Snorkel AI
Software Development
Redwood City, California 42,551 followers
The data-centric AI platform powered by programmatic labeling and foundation models
About us
Snorkel AI makes AI development fast and practical by transforming manual AI development processes into programmatic solutions. Snorkel AI enables enterprises to develop AI that works for their unique workloads using their proprietary data and knowledge 10-100x faster. Five of the top ten US banks, several government agencies, and Fortune 500 companies use Snorkel. Snorkel’s core research was developed at Stanford AI lab and is deployed at Google, Intel, Apple, IBM, DARPA, and other trailblazing organizations. Backed by Addition, Greylock, GV, In-Q-Tel, Lightspeed Venture Partners and funds and accounts managed by BlackRock, the company is based in Palo Alto. For more information on Snorkel AI, please visit: https://www.snorkel.ai/ or follow @SnorkelAI.
- Website
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https://snorkel.ai
External link for Snorkel AI
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- Redwood City, California
- Type
- Privately Held
- Founded
- 2019
- Specialties
- enterprise ai, weak supervision, programmatic labeling, artificial intelligence, machine learning, data science, technology, software, foundation models, LLM, Generative AI, GPT-3, ChatGPT, NLP, computer vision, and document intelligence
Locations
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Primary
55 Perry St
Redwood City, California 94063, US
Employees at Snorkel AI
Updates
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Snorkel AI reposted this
Genetic LLM benchmarks are rarely effective for highly customized GenAI services tailored to unique use cases and requirements. Excited for this session exploring LLM evaluation from multiple perspectives … and proud that Snorkel AI joins AMD NVIDIA Microsoft Azure and Oracle Cloud in this impressive line-up of industry experts! Looking forward to a great session Hugo Affaticati Matt Mathis Dave Salvator Kushal Datta Meena Arunachalam Jonathan Shelley. #llmevaluation #llmbenchmarking https://lnkd.in/gjUBPQYj
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From shortlist to spotlight: Snorkel AI is making waves at 2024 The Cloud Awards! 🌊 We're thrilled to announce our finalist status in THREE categories: 🏆 Most Advanced AI Environment 🏆 Best Use of AI in Finance 🏆 Best Use of AI in Retail and eCommerce This triple recognition underscores our commitment to revolutionizing AI across industries. It's a testament to the hard work of our team and the trust our customers place in our innovations. As we push the boundaries of what's possible in AI, we're not just participating in the future of technology – we're helping shape it. Onwards and upwards! Stay tuned for the results. #SnorkelAI #CloudAIAwards #AIInnovation #DataLabeling
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Snorkel AI reposted this
💡The performance of global finance leader's AI copilot jumped 26 points with near-zero hallucinations when after replacing ChatGPT 3.5 Turbo + RAG with specialized open source models and an optimized RAG pipeline. 👉 Dive into the details in this Snorkel AI, Databricks, and Amazon Web Services (AWS) case study https://lnkd.in/gxDTfNna
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Snorkel AI reposted this
LLMs are capable, powerful, and quickly-developing. However, we have all seen cases where they fall down. In order for models to be usable, we need to be able to trust they will perform well in the situations we care about. I am excited to be speaking about exactly that: how to programmatically evaluate LLM performance using SnorkelFlow. Hope to see you there.
🚀 Dynamic Duo Alert at #SnorkelCon2024! Meet founding member Vincent Sunn Chen and Rebekah Westerlind, bringing fresh perspectives on AI development: 🧠 Vincent: Product leader, founding engineer, Stanford AI Lab alum 👩💻 Rebekah: Full-stack engineer, Cornell grad, always eager to learn From cutting-edge engineering to data-centric ML systems, they're shaping the future of AI. Don't miss their insights on how data labeling and curation is one of the most critical but challenging work streams to unlock the next wave of AI value. 📅 October 16-17, 2024 📍 Lavan Midtown, NYC Register now 👉 snorkel.ai/snorkelcon #AIInnovation #TechTalks
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OpenAI's new o1 models have arrived, and we’ve put them to the test with Snorkel’s SWIM evaluation for long context tasks. Here’s what stood out: 👉o1-preview: performs well on complex reasoning, as expected. 👉o1-mini: slower, highly verbose, consuming more reasoning tokens and a clear “lost in the middle” curve. Most of o1-mini’s responses at the middle depths was that it could not answer based on the context. Our key insight? While large generalist models continue to improve, unlocking advanced capabilities for specialized enterprise use cases still requires programmatic data development, prompt engineering, RAG, and fine-tuning. #AI #OpenAI #MachineLearning #DataScience #EnterpriseAI #Snorkel
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Snorkel AI reposted this
In the world of AI, specialization is key. While big generalist models are gaining mass-market attention, the real value lies in models tailored to unique business needs. At Velocity NYC 2024, Alexander Ratner, Co-founder and CEO of Lightspeed-backed Snorkel AI highlighted how startups can gain a competitive edge through a focused approach, unlike large companies that often concentrate on generalist AI models to appeal to a broad audience. He emphasized that the businesses poised for success "focus on models that are accurate, efficient, and cost-effective for their specific use cases." Think of it like this: Generalist AI is like a Swiss Army knife—handy for many things. But for real success, you need a precise tool, like a scalpel—perfect for the job. Check out more insights from Velocity NYC 2024: https://lnkd.in/gAsXbqrc #startups #AI #strategy
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🚀 Join Us at Snorkel AI! 🌟 We’re redefining AI with our cutting-edge data development platform. From our Stanford roots to today’s AI breakthroughs, our mission remains the same: harnessing data for high-performance AI. We’re growing and hiring for key roles across the company: 💼 Enterprise Account Manager 📢 Product Marketing 💻 Software Engineer Why Snorkel? Shape the future of AI with us, and enjoy great benefits and growth opportunities. Ready to make an impact? Apply here: snorkel.ai/join-us/ #SalesJobs #AI #TechSales #JoinOurTeam #SnorkelAI