Numbers station podcasts

Creepypasta Iceberg | Nível 2, pt. 4

Play Episode Listen Later Jun 11, 2024 140:10

As histórias contidas nesse episódio são: Nobody Saw It Coming; The Bloody Painter; Marble Hornets; The Rake; Gateway Of The Mind; The Dollmaker; Entity 303; Polybius; MARIO; Funnymouth; Clockwork: Your Time Is Up; Fallout 3 Numbers Station.

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LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196

MLOps.community

Play Episode Listen Later Dec 19, 2023 55:14

MLOps podcast #196 with Numbers Station's Venky Ganti SVP, Product & Engineering and Principal Engineer, Laurel Orr, LLMs in Focus: From One-Size Fits All to Verticalized Solutions. // Abstract Dive into the realm of large language models (LLMs) as we explore the merits and limitations of 'one-size fits all' LLMs, and their role in data analytics. Through customer stories, we showcase real-world applications and contrast general LLMs with verticalized, enterprise-centric models. We address the significance of ownership structures, with a focus on open-source vs proprietary impacts on transparency and trustworthiness. Delving into the NSQL foundation models, we emphasize the importance of diverse, quality training data, especially with enterprise challenges. Lastly, we speculate on the future of LLMs, highlighting hosting solutions and the evolution towards specialized challenges. // Bio Laurel Orr Laurel Orr is a Principal Engineer at Numbers Station, a startup that applies Foundation Model technology to the enterprise data stack. Her research interests include how to use FMs to solve classically hard data-wrangling tasks and how to put FM technology into deployment. Before Numbers Station, Laurel was a postdoc at Stanford advised by Chris Re as part of the Hazy Research Labs working in the intersection of AI and data management. She graduated with a PhD in database systems from the University of Washington. Venky Orr Venky brings over two decades of experience in software engineering and technical leadership to Numbers Station as SVP of Product & Engineering. Most recently, he served as General Manager leading several initiatives on query understanding and commerce in the ads product area at Google. Before that, he was CEO and co-founder of Mesh Dynamics, the API test automation company, which was acquired by Google in 2021. Prior to Mesh Dynamics, Venky was CTO and co-founder of Alation, the enterprise data catalog company, where he led technology and helped create the new data catalog product category. // MLOps Jobs board https://mlops.pallet.xyz/jobs // MLOps Swag/Merch https://mlops-community.myshopify.com/ // Related Links Website: https://www.numbersstation.ai/ ⁠ --------------- ✌️Connect With Us ✌️ ------------- Join our slack community: https://go.mlops.community/slack Follow us on Twitter: @mlopscommunity Sign up for the next meetup: https://go.mlops.community/register Catch all episodes, blogs, newsletters, and more: https://mlops.community/ Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/ Connect with Laurel on LinkedIn: https://www.linkedin.com/in/laurel-orr/ Connect with Venky on LinkedIn: https://www.linkedin.com/in/venky-ganti-2679a2/ Timestamps: [00:00] Venky's and Laurel's preferred coffee [00:36] Takeaways [03:15] Please like, share, and subscribe to our MLOps channels! [04:38] Venky's background [07:47] Laurel's at background [09:38] Data wrangling [13:45] Sequel query [19:25] One size-fits-all LLMs vs Verticalized and Specific LLMs [23:42] Model Choice Trade-offs [30:18] NSQL Foundational Models [37:26] LLM Trends in 12 Months [40:09] Data recipes being democratized [45:16] Claude and 100,000 Context [48:02] Exploring Varieties of LLMs [50:02] AI Gateway [51:07] Text-to-SQL Model Evaluation [54:00] Wrap up

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1575 - "Numbers Station"

No Agenda

Play Episode Listen Later Jul 23, 2023 199:44 Transcription Available

No Agenda Episode 1575 - "Numbers Station" "Numbers Station" Executive Producers: Eric Reinhard Michael Pierce Anonymous Baron of The Free Republic of Liberland Sir Silverdude of the Silver Dolphins Brian Wolf Kevin Willis Julian Erickson Sir BK of the PNW Anonymous Controller Craig Seedhouse Brett Samuel Sir Goldplate Associate Executive Producers: Diane Bennett Marc Pekny Noah Asaria Jamie Palacios Linda Lupatkin Sir C# of .NET Become a member of the 1576 Club, support the show here Boost us with with Podcasting 2.0 Certified apps: Podverse - Podfriend - Breez - Sphinx - Podstation - Curiocaster - Fountain Title Changes Sir 1% of the GTFO > Baron of The Free Republic of Liberland Knights & Dames Anonymous > Sir Colorado of the Pacific Coast Art By: Sir Shoug (aka FauxDiddley) End of Show Mixes: Phantomville - Sir Miyagi's Wild Ride - WTFBrahh Engineering, Stream Management & Wizardry Mark van Dijk - Systems Master Ryan Bemrose - Program Director Back Office Jae Dvorak Chapters: Dreb Scott Clip Custodian: Neal Jones Clip Collectors: Steve Jones & Dave Ackerman NEW: and soon on Netflix: Animated No Agenda No Agenda Social Registration Sign Up for the newsletter No Agenda Peerage ShowNotes Archive of links and Assets (clips etc) 1575.noagendanotes.com Directory Archive of Shownotes (includes all audio and video assets used) archive.noagendanotes.com RSS Podcast Feed Full Summaries in PDF No Agenda Lite in opus format NoAgendaTorrents.com has an RSS feed or show torrents Last Modified 07/23/2023 17:06:06This page created with the FreedomController Last Modified 07/23/2023 17:06:06 by Freedom Controller

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Numbers Station Founders on Applying Foundation Models to Data Wrangling

Founded and Funded

Play Episode Listen Later May 31, 2023 35:26

This week, Madrona Managing Director Tim Porter talks to Numbers Station Co-founders Chris Aberger and Ines Chami. We announced our investment in Numbers Station's $17.5M Series A in March and are very excited about the work they're doing with foundation models, which is very different than what has been making headlines this year. It isn't content or image generation – Numbers Station is bringing the transformational power of AI inside of those foundation models to the data-wrangling problems we've all felt! You can't analyze data if the data is not prepared and transformed, which in the past has been a very manual process. With Numbers Station, the co-founders are hoping to reduce some of the bifurcation that exists between data engineers, data scientists, and data analysts, bridging the gaps in the analytics workflow! Chris and Ines talk about some of the challenges and solutions related to using foundation models in enterprise settings, the importance of having humans in the loop — and they share where the name Numbers Station came from. But, you'll have to listen to learn that one!

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Amazon Bedrock & BabyAGI (with Jon Turow)

Dead Cat

Play Episode Listen Later Apr 18, 2023 49:05

Before becoming a partner at Madrona Venture Group, Jon Turow worked as the head of product for computer vision at Amazon Web Services. He spent nine years at AWS in the product organization. Since becoming a venture capitalist, he's invested in promising AI companies like Runway and Numbers Station, along with the buzzy data company MotherDuck.So when Amazon announced a partnership, called Amazon Bedrock, with Anthropic, Stability AI, and AI21 Labs, I asked Turow to come on the show to help me break down Amazon's effort to bring foundation models closer to its cloud customers. Turow is someone who has helped me think through everything that's happening in artificial intelligence broadly. So we had a fun conversation about open source and the excitement around AI agents — like BabyAGI. This episode of Newcomer is brought to you by VantaSecurity is no longer a cost center — it's a strategic growth engine that sets your business apart. That means it's more important than ever to prove you handle customer data with the utmost integrity.But demonstrating your security and compliance can be time-consuming, tedious, and expensive. Until you use Vanta.Vanta's enterprise-ready Trust Management Platform empowers you to:* Centralize and scale your security program* Automate compliance for the most sought-after frameworks, including SOC 2, ISO 27001, and GDPR* Earn and maintain the trust of customers and vendors alikeWith Vanta, you can save up to 400 hours and 85% of costs. Win more deals and enable growth quickly, easily, and without breaking the bank.For a limited time, Newcomer listeners get $1,000 off Vanta. Go to vanta.com/newcomer to get started.Find the Podcast Get full access to Newcomer at www.newcomer.co/subscribe

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Creepypasta Iceberg | Nível 2, pt. 4

LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196

1575 - "Numbers Station"

Numbers Station Founders on Applying Foundation Models to Data Wrangling

Amazon Bedrock & BabyAGI (with Jon Turow)

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