Automating Software Upgrades: How to Combine AI and Expert Developers

The Data Exchange with Ben Lorica

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תוכן מסופק על ידי Ben Lorica. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Ben Lorica או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

B2B Agility with Greg Kihlström™: MarTech, E-Commerce, & Customer Success

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#47: The power of AI in UX research and design with Jason Bowman, The Office of Experience 21:35

לפני 11 ימים21:35

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21:35

How does a B2B brand maintain speed and agility in the area of UX design, where it has often taken a considerable amount of time, effort, and testing to get to a better result? Today we’re going to talk about using AI strategically in UX research, design, and testing. To help me discuss this topic, I’d like to welcome Jason Bowman, Executive Director of User Experience at The Office of Experience. About Jason Bowman Jason leads OX as the Executive Director of UX, bringing over 20+ years of meaningful UX and design experience to the firm, overseeing and managing Content Strategy, UX and Business Analyst teams. Jason has a true talent for guiding projects to successful launches as quickly and efficiently as possible. With strong collaboration skills and attention to detail, he is always looking for the right thing in order to create a better experience for users, clients, and teams. His expansive experience includes multinational, multilingual intranets, startups, marquee consumer brands, global agencies, mobile apps, and more. Notable client work includes Patagonia, Groupon, Samsung, Boston Consulting Group, Sitka Gear, Goop, American Medical Association, and more. RESOURCES The Office of Experience: https://www.officeofexperience.com https://www.officeofexperience.com This episode is brought to you by The Office of Experience, a design-driven, digital-first, vertically integrated and collaborative agency that believes in the power of ideas and the strength of people. Catch the future of e-commerce at eTail Boston, August 11-14, 2025. Register now: https://bit.ly/etailboston and use code PARTNER20 for 20% off for retailers and brands Online Scrum Master Summit is happening June 17-19. This 3-day virtual event is open for registration. Visit www.osms25.com and get a 25% discount off Premium All-Access Passes with the code osms25agilebrand Don't Miss MAICON 2025, October 14-16 in Cleveland - the event bringing together the brights minds and leading voices in AI. Use Code AGILE150 for $150 off registration. Go here to register: https://bit.ly/agile150 Connect with Greg on LinkedIn: https://www.linkedin.com/in/gregkihlstrom Don't miss a thing: get the latest episodes, sign up for our newsletter and more: https://www.theagilebrand.show Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com…

לפני שנה 36:27

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Steve Pike is a co-founder of Infield.ai, a startup building tools to help companies upgrade and maintain open source software dependencies, ensuring they stay up-to-date with the latest releases, features, and security fixes.
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS.
Detailed show notes can be found on The Data Exchange web site.

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The Data Exchange with Ben Lorica

Automating Software Upgrades: How to Combine AI and Expert Developers

The Data Exchange with Ben Lorica

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The Data Exchange with Ben Lorica

1
Unlocking AI Superpowers in Your Terminal 44:59

לפני יומיים44:59

44:59

Zach Lloyd , Founder/CEO of Warp , joins the podcast to discuss how Warp is revolutionizing the command-line terminal by integrating AI. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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From Vibe Coding to Autonomous Agents 51:16

לפני 9 ימים51:16

51:16

Jackie Brosamer and Brad Axen from Block discuss codename goose (Goose), their open-source AI agent designed to automate complex engineering and knowledge work. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
How a Public-Benefit Startup Plans to Make Open Source the Default for Serious AI 48:45

לפני 16 ימים48:45

48:45

Oumi Labs CEO Manos Koukoumidis lays out a vision for “unconditionally open” foundation models—where data, code, weights, and recipes are all transparent and reproducible—arguing this is the only path to production-grade, trustworthy AI. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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The Highly Uncertain Future of OpenAI’s Dominance 54:07

לפני 23 ימים54:07

54:07

Dan Schwarz (CEO & Co-Founder, Futuresearch ) explains why his firm finds OpenAI’s $125 billion revenue projection highly implausible, citing fierce competition, pressure on ChatGPT/API revenue, and fleeting technical advantages. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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Beyond Guardrails: Defending LLMs Against Sophisticated Attacks 44:31

לפני 30 ימים44:31

44:31

Jason Martin is an AI Security Researcher at HiddenLayer . This episode explores “policy puppetry,” a universal attack technique bypassing safety features in all major language models using structured formats like XML or JSON. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Navigating the Generative AI Maze in Business 49:35

לפני 5 weeks49:35

49:35

Evangelos Simoudis is Managing Director at Synapse Partners , a firm that helps corporations apply AI and invests in startups developing data-driven AI applications. This episode explores the current state of enterprise AI adoption, distinguishing between the steady progress of traditional AI and the experimental phase of generative AI. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Practical Realities of AI Development 37:30

לפני 6 weeks37:30

37:30

Lin Qiao , CEO of Fireworks AI , dives into the practical challenges AI developers face, from UX/DX hurdles to complex systems engineering. Discover key trends like the convergence of open-source and proprietary models, the rise of agentic workflows, and strategies for optimizing quality, speed, and cost. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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Beyond the Demo: Building AI Systems That Actually Work 27:36

לפני 7 weeks27:36

27:36

Hamel Husain is the founder of Parlance Labs . He discusses how successful AI implementation requires fundamental data science skills often overlooked in current educational resources that focus too heavily on tools and frameworks. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Vibe Coding and the Rise of AI Agents: The Future of Software Development is Here 36:35

לפני 8 weeks36:35

36:35

Steve Yegge is an evangelist at Sourcegraph , a startups that is industrializing software development with AI agents. This episode explores the paradigm shift in software development with the rise of “vibe coding” and AI agents, moving beyond traditional code completion. It discusses how developers are transitioning from line-by-line coding to orchestrating AI, emphasizing the crucial need for trust, verification, and new skill sets like AI engineering and humanities. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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2025 Artificial Intelligence Index 51:44

לפני 9 weeks51:44

51:44

Nestor Maslej is a Research Manager at Stanford's HAI , and editor-in-chief of the 2025 AI Index Report . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
How AI is Transforming Talent Development 28:30

לפני 10 weeks28:30

28:30

Workera founder, Kian Katanforoosh , discusses how skills verification has evolved into a critical market focused on both assessment and professional development. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Prompts as Functions: The BAML Revolution in AI Engineering 38:49

לפני 11 weeks38:49

38:49

David Hughes , Principal Data & AI Solution Architect at Enterprise Knowledge . Our discussion centers on BAML , a domain-specific language that transforms prompts into structured functions with defined inputs and outputs, enabling developers to create more deterministic and maintainable AI applications. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Building the Operating System for AI Agents 45:42

לפני 12 weeks45:42

45:42

Chi Wang is co-creator of AG2 , and a Senior Staff Research Scientist, Google DeepMind. This episode explores AG2 , an open-source “agent OS” that provides infrastructure for developers to build sophisticated multi-agent AI systems. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

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Bridging the AI Agent Prototype-to-Production Chasm 38:40

לפני 13 weeks38:40

38:40

Ilan Kadar is co-founder and CEO of Plurai . This episode introduces IntellAgent , an open-source platform designed to address these challenges through synthetic data generation, knowledge graph construction, and reinforcement learning for agent optimization. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Evolution of Reinforcement Fine-Tuning in AI 45:45

לפני 14 weeks45:45

45:45

Travis Addair is Co-Founder & CTO at Predibase . In this episode, the discussion centers on transforming pre-trained foundation models into domain-specific assets through advanced customization techniques. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference 39:26

לפני 15 weeks39:26

39:26

Hagay Lupesko is the SVP for AI Inference at Cerebras Systems . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Future of AI: Regulation, Foundation Models & User Experience 47:42

לפני 16 weeks47:42

47:42

This is our semi-regular conversation on topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The AI Agent Rundown: 10 Things to Know Now 24:01

לפני 17 weeks24:01

24:01

This episode explores the rapidly evolving world of AI agents, covering topics from GUI-based interaction and layered architectures to modular design, safety, and real-world deployment challenges. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=FsmBYBqQMIo Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval 32:27

לפני 18 weeks32:27

32:27

Tom Smoker is the co-founder of WhyHow.ai , a startup that transforms unstructured data into structured knowledge, including knowledge graphs, enabling enterprises to deploy accurate and explainable AI solutions with its open-source graph tooling. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Why Legal Hurdles Are the Biggest Barrier to AI Adoption 38:57

לפני 19 weeks38:57

38:57

Andrew Burt is CEO of Luminos AI , a startup that provides AI and legal teams the tools they need to reduce AI liabilities and sign off on AI risks. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unlocking Spreadsheet Intelligence with AI 47:54

לפני 20 weeks47:54

47:54

Hjalmar Gislason is founder and CEO of Grid , a startup focused on bringing spreadsheets into the AI-first era. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Deregulation, Hardware, and Inference Scaling 45:41

לפני 21 weeks45:41

45:41

This is our monthly conversation on topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
What AI Teams Need to Know for 2025 32:26

לפני 22 weeks32:26

32:26

As AI moves from buzzword status to a core business driver, 2025 will be a turning point for organizations adopting advanced machine learning and generative models. This episode explores pivotal themes—from post-training optimization and agentic AI architectures to emerging regulations and data infrastructure. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=UFeUOZJSwFY Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
AI Unlocked: The Data Bottleneck 25:11

לפני 23 weeks25:11

25:11

Generative AI is transforming industries, but its full potential is hampered by a critical bottleneck: data. This episode explores the challenges of processing unstructured data, the shift from SQL-centric to AI-centric systems, and the emerging tools that are bridging the gap between AI models and real-world data. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=GnCA8VcCazY Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Data-Centric Shift in AI: Challenges, Opportunities, and Tools 27:43

לפני 24 weeks27:43

27:43

Robert Nishihara is co-founder of Anyscale and co-creator of Ray , the open source project that has emerged as the AI Compute Engine. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

לפני 30 weeks49:22

49:22

The Data Exchange with Ben Lorica

1
Building the Future of Finance: Inside AI Valuation Bots 37:45

לפני 31 weeks37:45

37:45

Vasant Dhar is a Professor at the Stern School of Business and the Center for Data Science at NYU. He’s one of the creators of the Damodaran Bot , an AI-powered system designed to emulate the valuation analysis and investment insights of renowned finance professor Aswath Damodaran . This episode explores the transformative impact of AI in finance, covering applications such as generative AI, AI-powered valuation bots, systematic investing, and narrative analysis. It delves into the development of an AI valuation bot, discussing motivations, technical approaches, and challenges. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unleashing the Power of BAML in LLM Applications 45:45

לפני 32 weeks45:45

45:45

Vaibhav Gupta is the CEO and co-founder of Boundary . In this episode, we explore BAML , an open source domain-specific language designed to streamline interactions with large language models (LLMs). Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Cracking the Code: How Enterprises Are Adopting Generative AI 30:09

לפני 33 weeks30:09

30:09

In this conversation with Tim Persons , AI Leader at PwC , we explore the current landscape of generative AI adoption, examining how enterprises are navigating budget trends, moving from experimentation to full-scale deployment, and addressing cultural challenges along the way. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

לפני 39 weeks45:49

45:49

The Data Exchange with Ben Lorica

1
Unlocking the Power of LLMs with Data Prep Kit 38:15

לפני 40 weeks38:15

38:15

Petros Zerfos and Hima Patel of IBM Research are part of the team behind Data Prep Kit , an open-source toolkit that helps process and prepare raw text and code data at scale for use in large language model applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Advancing AI: Scaling, Data, Agents, Testing, and Ethical Considerations 24:37

לפני 41 weeks24:37

24:37

Dr. Andrew Ng is a globally recognized AI leader, founder of DeepLearning.AI and Landing AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and Adjunct Professor at Stanford University. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Bridging the Hardware-Software Divide in AI 48:27

לפני 42 weeks48:27

48:27

Jay Dawani is CEO and founder of Lemurian Labs , a pioneering startup building a software stack for developing advanced AI systems, focusing on pushing the boundaries of computational capabilities and model performance. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

לפני 5 years30:23

30:23

In this episode of the Data Exchange I speak with Nir Shavit , Professor of EECS at MIT, and cofounder and CEO of Neural Magic , a startup that is creating software to enable deep neural networks to run on commodity CPUs (at GPU speeds or faster). Their initial products are focused on model inference , but they are also working on similar software for model training. Our conversation spanned many topics, including: Neurobiology, in particular the combination of Nir’s research areas of multicore software and connectomics – a branch of neurobiology. Why he believes the combination of the right software and CPUs will prove capable of handling many deep learning tasks. Speed is not the only factor: the “unlimited memory” of CPUs are able to unlock larger problems and architectures. Neural Magic’s initial offering is in inference, model training using CPUs is also on the horizon. Detailed show notes can be found on The Data Exchange web site .…

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