Optimizing for efficiency with IBM’s Granite

Practical AI

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Kate Soule – LinkedIn
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319 قسمت

#Artificial Intelligence #Changelog #Machine Learning #Deep Learning #Neural Networks #Computer Vision #Changelog Media #Tech

Optimizing for efficiency with IBM’s Granite

Practical AI

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published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

Featuring:

Kate Soule – LinkedIn
Chris Benson – Website, GitHub, LinkedIn, X
Daniel Whitenack – Website, GitHub, X

Links:

319 قسمت

#Artificial Intelligence #Changelog #Machine Learning #Deep Learning #Neural Networks #Computer Vision #Changelog Media #Tech

All episodes

1
Behind-the-Scenes: VC Funding for AI Startups 41:48

۸ روز پیش41:48

41:48

It seems like we are bombarded by news about millions of dollars pouring into AI startups, which have crazy valuations. In this episode, Chris and Dan dive deep into the highs, lows, and hard choices behind funding an AI startup. They explore early bootstrapping, the transition to venture capital, and what it’s like to trade in code commits for investor decks. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Builder.ai Collapses: $1.5bn 'AI' Startup Exposed as 'Actually Indians' Pretending to Be Bots Sponsors: Miro: Feeling overwhelmed by AI? Miro brings clarity by combining human creativity with intelligent tools to help teams get great work done. Learn more at miro.com .…

1
AI-Automated Film Making 43:02

14 روز پیش43:02

43:02

An recent article in Variety was titled: "Sylvester Stallone-Backed Largo.ai Teams With Brilliant Pictures for ‘World’s First Fully AI-Automated Film Company’". Obviously this caught our attention! We sit down with Sami Arpa, CEO of Largo.ai, to unpack how films are developed, funded, and brought to life using AI. We discover how tools like script analysis, financial forecasting, and digital twins are helping creators and studios make smarter decisions. Featuring: Sami Arpa – LinkedIn Daniel Whitenack – Website , GitHub , X Links: Largo AI Sylvester Stallone-Backed Largo.ai Teams With Brilliant Pictures for ‘World’s First Fully AI-Automated Film Company’ Sponsors: Outshift by Cisco : AGNTCY is an open source collective building the Internet of Agents. It's a collaboration layer where AI agents can communicate, discover each other, and work across frameworks. For developers, this means standardized agent discovery tools, seamless protocols for inter-agent communication, and modular components to compose and scale multi-agent workflows.…

1
Federated learning in production (part 2) 45:25

22 روز پیش45:25

45:25

Chong Shen from Flower Labs joins us to discuss what it really takes to build production-ready federated learning systems that work across data silos. We talk about the Flower framework and it's architecture (supernodes, superlinks, etc.), and what makes it both "friendly" and ready for real enterprise environments. We also explore how the generative Generative AI boom is reshaping Flower’s roadmap. Featuring: Chong Shen Ng – LinkedIn Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Episode links: The future of AI training is federated DeepLearning.ai short course on Federated Learning with Flower Flower Monthly Federated Learning in Automotive Federated AI in Finance Federated Learning in Healthcare Federated AI on IoT Systems FlowerTune LLM Leaderboard Flower Intelligence GitHub Slack Flower Discuss Check out upcoming webinars ! Sponsors: NordLayer is toggle-ready network security built for modern businesses—combining VPN, access control, and threat protection in one platform that deploys in under 10 minutes with no hardware required. It's built on Zero Trust architecture with granular access controls, so only the right people access the right resources, and it scales effortlessly as your team grows. Get up to 32% off yearly plans with code practically-10 at nordlayer.com/practicalai - 14-day money-back guarantee included.…

1
Federated learning in production (part 1) 44:38

27 روز پیش44:38

44:38

In this first of a two part series of episodes on federated learning, we dive into the evolving world of federated learning and distributed AI frameworks with Patrick Foley from Intel. We explore how frameworks like OpenFL and Flower are enabling secure, collaborative model training across silos, especially in sensitive fields like healthcare. The conversation touches on real-world use cases, the challenges of distributed ML/AI experiments, and why privacy-preserving techniques may become essential for deploying AI to production. Featuring: Patrick Foley – LinkedIn Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Intel OpenFL Sponsors: NordLayer is a toggle-ready network security platform built for modern businesses. It combines VPN, access control, and threat protection in one easy-to-use platform. No hardware. No complex setup. Just secure connection and full control—in less than 10 minutes. Up to 22% off NordLayer yearly plans plus 10% on top with the coupon code practically-10.…

1
Emailing like a superhuman 47:27

۵ weeks پیش47:27

47:27

Loïc Houssier, Head of Engineering at Superhuman, joins us to discuss how AI and LLMs are reshaping the email experience. He highlights challenges related to the variability of user prompts and infrastructure optimization. Loïc emphasizes that a deep focus on user experience and real human workflows is key to building AI tools people actually love to use. Featuring: Loïc Houssier – LinkedIn Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Superhuman Referral Code for a Free month Sponsors: Outshift by Cisco – AGNTCY is an open source collective building the Internet of Agents. It's a collaboration layer where AI agents can communicate, discover each other, and work across frameworks. For developers, this means standardized agent discovery tools, seamless protocols for inter-agent communication, and modular components to compose and scale multi-agent workflows.…

1
Model Context Protocol Deep Dive 42:23

۷ weeks پیش42:23

42:23

In this episode, Daniel and Chris unpack the Model Context Protocol (MCP), a rising standard for enabling agentic AI interactions with external systems, APIs, and data sources. They explore how MCP supports interoperability, community contributions, and a rapidly developing ecosystem of AI integrations. The conversation also highlights some real-world tooling such as FastAPI-MCP. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Protocol website Anthropic blog post Blog post - Model Context Protocol (MCP) an overview FastAPI-MCP How to Use FastAPI MCP Server: A Complete Guide Candle (Rust framework)…

1
Seeing beyond the scan in neuroimaging 42:58

۸ weeks پیش42:58

42:58

In this episode, we explore the intersection of AI, machine learning, and healthcare through the lens of neuroimaging and epilepsy diagnosis. Dr. Gavin Winston shares insights from his work using MRI data and machine learning to uncover subtle abnormalities in brain function. We discuss the cultural and ethical barriers to AI adoption in medicine, how predictive data analysis could transform the diagnostic workflow, and what the future holds for medical imaging in a world increasingly shaped by intelligent systems. Featuring: Gavin Winston – LinkedIn , Website Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Detection of Epileptogenic Focal Cortical Dysplasia Using Graph Neural Networks: A MELD Study Machine Learning in Neuroimaging across Disciplines Automated and Interpretable Detection of Hippocampal Sclerosis in Temporal Lobe Epilepsy: AID-HS Literature review and protocol for a prospective multicentre cohort study on multimodal prediction of seizure recurrence after unprovoked first seizure Deep learning in neuroimaging of epilepsy Non-parametric combination of multimodal MRI for lesion detection in focal epilepsy Detection of covert lesions in focal epilepsy using computational analysis of multimodal magnetic resonance imaging data…

1
Open source AI to tackle your backlog 42:04

10 weeks پیش42:04

42:04

Vibe coding, agentic workflows, and AI-assisted pull requests? In this episode, Daniel and Chris chat with Robert Brennan and Graham Neubig of All Hands AI about how AI is transforming software development—from senior engineer productivity to open source agents that address GitHub issues. They dive into trust, tooling, collaboration, and what it means to build software in the era of AI agents. Whether you're coding from your laptop or your phone on a morning walk, the future is hands-free (and All Hands). Featuring: Robert Brennan – LinkedIn , X Graham Neubig – LinkedIn , X Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: All Hands All Hands on GitHub All Hands on Hugging Face…

1
Orchestrating agents, APIs, and MCP servers 42:52

10 weeks پیش42:52

42:52

In this episode, Daniel sits down with Pavel Veller, EPAM’s Chief Technologist, to explore the practical challenges of orchestrating many AI agents and managing connections to disparate systems/tools. Pavel shares insights from his hands-on work with agentic architectures and internal tools like "DIAL". Pavel also helps us understand things like MCP servers and why connecting assistants via APIs is easy—but making them useful is hard. Featuring: Pavel Veller – LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: EPAM DIAL SWE-bench results…

1
Software and hardware acceleration with Groq 43:24

12 weeks پیش43:24

43:24

How do you enable AI acceleration (at both the hardware and software layers) that stays ahead of rapid industry shifts? In this episode, Dhananjay Singh from Groq dives into the evolving landscape of AI inference and acceleration. We explore how Groq optimizes the serving layer, adapts to industry shifts, and supports emerging model architectures. Featuring: Dhananjay Singh – LinkedIn , X Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: Groq Sponsors: Augment Code - Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates.…

1
AI-assisted coding with GitHub's COO 50:04

14 weeks پیش50:04

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Kyle Daigle, COO of GitHub, joins the hosts to discuss the evolving role of AI in software development, GitHub Copilot’s impact, and the challenges of AI-assisted coding. The conversation covers licensing concerns, ethical considerations, and how developers can navigate these complexities. Kyle also shares his vision for ambient AI, which seamlessly integrates into workflows to enhance productivity and innovation, shaping the future of developer tools. Featuring: Kyle Daigle – LinkedIn Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Sponsors: Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products.…

1
Optimizing for efficiency with IBM’s Granite 43:38

15 weeks پیش43:38

43:38

We often judge AI models by leaderboard scores, but what if efficiency matters more? Kate Soule from IBM joins us to discuss how Granite AI is rethinking AI at the edge—breaking tasks into smaller, efficient components and co-designing models with hardware. She also shares why AI should prioritize efficiency frontiers over incremental benchmark gains and how seamless model routing can optimize performance. Featuring: Kate Soule – LinkedIn Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: IBM Granite IBM Granite on Hugging Face IBM Expands Granite Model Family with New Multi-Modal and Reasoning AI Built for the Enterprise…

1
Build a workspace of AI agents 47:39

16 weeks پیش47:39

47:39

How can every single person build a personal AI protégé and then accumulate (and share) a host of other assistants? In this episode, we dive into the world of no-code AI with Scott Meyer from Chipp.ai. We discuss AI tooling for people that can't code, the cultural shift that needs to happen for widespread AI adoption in businesses, and the predicted growth trajectory of AI assistant that you can own. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Scott Meyer - LinkedIn , X Sponsors: Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products. Show Notes: Chipp.ai Chipp.ai's Discord…

1
GenAI hot takes and bad use cases 30:36

17 weeks پیش30:36

30:36

It seems like all we hear about are the great use cases for GenAI, but where should you NOT be using the technology? On this episode Chris and Daniel share their hot takes and bad use cases. Some may surprise you! Join the discussion Changelog++ members save 3 minutes on this episode because they made the ads disappear. Join today! Sponsors: Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Show Notes: Something missing or broken? PRs welcome!…

1
Tool calling and agents 45:00

19 weeks پیش45:00

45:00

It seems like everyone is uses the term “agent” differently these days. In this episode, Chris and Daniel dig into the details of tool calling and its connection to agents. They help clarify how LLMs can “talk to” and “interact with” other systems like databases, APIs, web apps, etc. Along the way they share related learning resources. Join the discussion Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today! Sponsors: Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Show Notes: smolagents Hugging Face agents course Something missing or broken? PRs welcome!…

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Optimizing for efficiency with IBM’s Granite

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PanOxyl Acne Foaming Wash Benzoyl Peroxide 10% Maximum Strength Antimicrobial, 5.5 Oz

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Optimizing for efficiency with IBM’s Granite