Best Ai Hardware Acceleration Podcasts (2025)

1
Software and hardware acceleration with Groq 43:24

27d ago43:24

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. …

1
Golden Nuggets #42: writing flashcards is a waste of time 47:50

6d ago47:50

47:50

Follow us on Twitter @zdrks @experilearning

1
Open source AI to tackle your backlog 42:04

12d ago42:04

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 me…

1
Golden Nuggets #41: Hardware, electronics, finding meaning after AI takes our jobs 48:58

15d ago48:58

48:58

Follow us on Twitter @zdrks @experilearning

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

15d ago42:52

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 MC…

1
AI Video Forensic Validity – Hailo AI Ep 7 15:55

28d ago15:55

15:55

In this Edge AIsle episode, we dive into the rapidly evolving sphere of AI video forensics. As AI tools become ever more powerful, investigators face the challenge of sifting genuine data from AI-generated embellishments. Explore how AI-driven video enhancement is transforming the landscape of forensic evidence. Learn why distinguishing them is cri…

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

1M ago50:04

50:04

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 seamlessl…

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

2M ago43:38

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 gai…

1
Automotive Edge AI: From Sensors to Silicon – Hailo AI Ep 6 26:35

2M ago26:35

26:35

Join us on the Hailo AI Podcast for a deep dive into automotive edge intelligence. In this episode, we explore the challenges of scanning in modern locomotives and the silicon innovations that are reshaping automotive AI. We discuss market dynamics of AI in ADAS and automated driving, explore critical performance metrics like TOPS AI, and examine h…

1
Build a workspace of AI agents 47:39

2M ago47:39

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 predicte…

1
GenAI hot takes and bad use cases 30:36

2M ago30:36

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 –…

1
Exploring Edge AI: Hailo’s Latest Innovations Ep 5 50:19

2M ago50:19

50:19

In this episode of the Hailo AI Podcast, we take you on a journey through the dynamic world of edge computing and AI. Learn how innovations in low-latency processing and on-device inference are setting new benchmarks in real-time analytics and decision making. Our conversation features insights on the different types of AI used at the edge—from per…

1
Tool calling and agents 45:00

2M ago45:00

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 dis…

1
AI-Powered Cameras – Hailo AI Ep 4 10:36

3M ago10:36

10:36

AI-powered smart cameras are revolutionizing video analytics and image quality. In this Edge AIsle episode, we examine how Hailo’s AI vision processors, including the Hailo-15 family, are pushing the boundaries of video processing by seamlessly integrating AI into cameras. From enhancing video clarity to running advanced analytics like facial recog…

1
Deep-dive into DeepSeek 50:47

3M ago50:47

50:47

There is crazy hype and a lot of confusion related to DeepSeek’s latest model DeepSeek R1. The products provided by DeepSeek (their version of a ChatGPT-like app) has exploded in popularity. However, ties to China have raised privacy and geopolitical concerns. In this episode, Chris and Daniel cut through the hype to talk about the model, privacy i…

1
Video generation with realistic motion 45:09

3M ago45:09

45:09

We seem to be experiencing a surge of video generation tools, models, and applications. However, video generation models generally struggle with some basic physics, like realistic walking motion. This leaves some generated videos lacking true motion with disappointing, simplistic panning camera views. Genmo is focused on the motion side of video ge…

1
Hailo AI - AI in Video Management Systems - Ep 3 12:34

4M ago12:34

12:34

The future of Video Management Systems (VMS) lies in AI scalability, and in this episode, we explore how AI enhances VMS capabilities to meet modern-day security challenges. Traditional video analysis systems rely heavily on manual monitoring, leading to inefficiencies and high costs. AI changes this by automating video analytics, providing faster …

1
Hailo AI - AI in Public Safety - Ep 2 8:08

4M ago8:08

8:08

Edge AI is transforming the way cities approach public safety, offering a way to keep people secure while protecting their privacy. With urban surveillance systems becoming more sophisticated, the need to find a balance between security and personal freedoms has never been more crucial. Edge AI helps achieve this by processing data locally, reducin…

1
Mozart to Megadeth at CHRP 53:53

4M ago53:53

53:53

Daniel and Chris groove with Jeff Smith, Founder and CEO at CHRP.ai. Jeff describes how CHRP anonymously analyzes emotional wellness data, derived from employees’ music preferences, giving HR leaders actionable insights to improve productivity, retention, and overall morale. By monitoring key trends and identifying shifts in emotional health across…

1
Sidekick is an AI Shopify expert 51:37

5M ago51:37

51:37

Today, Chris explores Shopify Magic and other AI offerings with Mike Tamir, Distinguished ML Engineer and Head of Machine Learning, and Matt Colyer, Director of Product Management for Sidekick. They talk about how Shopify uses generative AI and LLMs to enhance their products, and they take a deeper dive into Sidekick, a first-of-its-kind, AI-enable…

1
Hailo AI - Evolution of AI on the Edge - Ep 1 8:16

5M ago8:16

8:16

In this Edge AIsle episode, we discuss the transformation of artificial intelligence at the edge, moving beyond traditional perception tasks and stepping into the realm of content creation with generative AI. This evolution has enabled machines to not only understand but also create, bridging the gap between visual intelligence and innovation. From…

1
Full-duplex, real-time dialogue with Kyutai 50:03

5M ago50:03

50:03

Kyutai, an open science research lab, made headlines over the summer when they released their real-time speech-to-speech AI assistant (beating OpenAI to market with their teased GPT-driven speech-to-speech functionality). Alex from Kyutai joins us in this episode to discuss the research lab, their recent Moshi models, and what might be coming next …

1
Clones, commerce & campaigns 53:11

5M ago53:11

53:11

Chris and Daniel dive into what Trump’s impending second term could mean for AI companies, model developers, and regulators, unpacking the potential shifts in policy and innovation. Next, they discuss the latest models, like Qwen, that blur the performance gap between open and closed systems. Finally, they explore new AI tools for meeting clones an…

1
Golden Nuggets #40 w/ Justin Skycak: how Justin learns, new ML course, the magic of Twitter 1:02:47

5M ago1:02:47

1:02:47

Follow Justin on Twitter: https://x.com/justinskycak

1
scikit-learn & data science you own 52:02

5M ago52:02

52:02

We are at GenAI saturation, so let’s talk about scikit-learn, a long time favorite for data scientists building classifiers, time series analyzers, dimensionality reducers, and more! Scikit-learn is deployed across industry and driving a significant portion of the “AI” that is actually in production. :probabl is a new kind of company that is stewar…

1
Creating tested, reliable AI applications 50:07

6M ago50:07

50:07

It can be frustrating to get an AI application working amazingly well 80% of the time and failing miserably the other 20%. How can you close the gap and create something that you rely on? Chris and Daniel talk through this process, behavior testing, and the flow from prototype to production in this episode. They also talk a bit about the apparent s…

1
AI is changing the cybersecurity threat landscape 55:23

6M ago55:23

55:23

This week, Chris is joined by Gregory Richardson, Vice President and Global Advisory CISO at BlackBerry, and Ismael Valenzuela, Vice President of Threat Research & Intelligence at BlackBerry. They address how AI is changing the threat landscape, why human defenders remain a key part of our cyber defenses, and the explain the AI standoff between cyb…

1
Golden Nuggets #39 with Justin Skycak: MA's upcoming machine learning course 2:00:30

6M ago2:00:30

2:00:30

Follow Justin on Twitter: https://twitter.com/justinskycak

1
The path towards trustworthy AI 51:44

6M ago51:44

51:44

Elham Tabassi, the Chief AI Advisor at the U.S. National Institute of Standards & Technology (NIST), joins Chris for an enlightening discussion about the path towards trustworthy AI. Together they explore NIST’s ‘AI Risk Management Framework’ (AI RMF) within the context of the White House’s ‘Executive Order on the Safe, Secure, and Trustworthy Deve…

1
Big data is dead, analytics is alive 50:19

6M ago50:19

50:19

We are on the other side of “big data” hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI world by storm. We dive into what makes DuckDB, a free, in-process SQL OLAP database management system, unique including its ability to execute lightin…

1
Practical workflow orchestration 58:24

7M ago58:24

58:24

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipeline…

1
Golden Nuggets #38 with Benjamin Keep: scientific discovery, flashcards vs free recall, online learning 1:09:18

7M ago1:09:18

1:09:18

Check out Ben's channel: https://www.youtube.com/@benjaminkeep

1
Towards high-quality (maybe synthetic) datasets 57:02

7M ago57:02

57:02

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generatio…

1
Understanding what's possible, doable & scalable 1:02:21

7M ago1:02:21

1:02:21

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and GenAI apps to the point of real enterprise value (even with the Big Cos of the world). In this episode, Mike joins us to share some stories from the AI …

1
Golden Nuggets #37 with Justin Skycak: Balancing learning with creative output 1:42:19

7M ago1:42:19

1:42:19

Follow Justin on Twitter: https://twitter.com/justinskycak

1
Golden Nuggets #36 with Scott Young: Using AI to accelerate human learning 1:34:39

7M ago1:34:39

1:34:39

Check out Scott's website https://www.scotthyoung.com/ and follow him on Twitter https://twitter.com/ScottHYoung

1
GraphRAG (beyond the hype) 55:02

7M ago55:02

55:02

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is it, is it hype, what is practical? One of our all time favorite podcast friends, Prashanth Rao, joins us to dig into this topic beyond the hype. Prashanth gives us a bit of background and practical use cases for GraphRAG and graph data. Join the disc…

1
Pausing to think about scikit-learn & OpenAI o1 50:10

7M ago50:10

50:10

Recently the company stewarding the open source library scikit-learn announced their seed funding. Also, OpenAI released “o1” with new behavior in which it pauses to “think” about complex tasks. Chris and Daniel take some time to do their own thinking about o1 and the contrast to the scikit-learn ecosystem, which has the goal to promote “data scien…

1
Golden Nuggets #35 with Justin Skycak: optimizing learning efficiency at MathAcademy 2:31:05

8M ago2:31:05

2:31:05

Follow Justin on Twitter: https://twitter.com/justinskycak

1
Cybersecurity in the GenAI age 51:34

8M ago51:34

51:34

Dinis Cruz drops by to chat about cybersecurity for generative AI and large language models. In addition to discussing The Cyber Boardroom, Dinis also delves into cybersecurity efforts at OWASP and that organization’s Top 10 for LLMs and Generative AI Apps. Join the discussion Changelog++ members save 7 minutes on this episode because they made the…

1
AI is more than GenAI 40:03

8M ago40:03

40:03

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don’t miss this one if you are wanting to understand the AI ecosystem holistically and how mod…

1
Metrics Driven Development 42:12

8M ago42:12

42:12

How do you systematically measure, optimize, and improve the performance of LLM applications (like those powered by RAG or tool use)? Ragas is an open source effort that has been trying to answer this question comprehensively, and they are promoting a “Metrics Driven Development” approach. Shahul from Ragas joins us to discuss Ragas in this episode…

1
Threat modeling LLM apps 54:38

8M ago54:38

54:38

If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more. Join the discussion …

10M ago44:11

44:11

Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone. Roie starts with a very lucid explanation of why you need a vector database in your machine learning pipeline, and then goes on to discuss Pinecone’s vector database, designed to facilitate efficient storage, retrieval, and management of vector data. Joi…

Podcasts Worth a Listen

Ai Hardware Acceleration Podcasts

Podcasts Worth a Listen