Practical AI

Practical AI

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News and interviews focused on applying AI and ML in the real world, touching data/infra topics.

All the Claw Things
PodcastFeb 16, 20266 min

All the Claw Things

In this brief 6‑minute episode, the hosts chat with Peter Steinberger about his new venture ZeroClaw, a hardware project that aims to perfect the claw mechanism, and highlight MimiClaw, a $5 chip‑powered version. They also discuss Steve Yegge’s humorous take...

By Practical AI
Agent Psychosis: Are We Going Insane?
PodcastJan 19, 20266 min

Agent Psychosis: Are We Going Insane?

In this episode, Armin Ronacher warns that AI agent psychosis could be making us collectively uneasy, while Dan Abramov breaks down the AT Protocol as a social filesystem for decentralized apps. RepoBar is highlighted as a tool that surfaces your...

By Practical AI
Linus Torvalds Gets the AI Coding Bug
PodcastJan 12, 20265 min

Linus Torvalds Gets the AI Coding Bug

In this brief episode, Linus Torvalds shares his experience of inadvertently committing AI‑generated code, sparking a discussion about the growing role of AI in software development. Jerod Santo highlights the rise of self‑hosting as a pivotal trend for 2024, while...

By Practical AI
Technical Advances in Document Understanding
PodcastDec 2, 20250 min

Technical Advances in Document Understanding

Chris Benson and Daniel Whitenack explore the rapid evolution of AI‑driven document processing, tracing the shift from traditional OCR through layout‑aware structure models to modern language‑vision systems and the latest Deepseek‑OCR. They highlight how multimodal models dramatically boost accuracy and...

By Practical AI
Chris on AI, Autonomous Swarming, Home Automation and Rust!
PodcastNov 26, 20250 min

Chris on AI, Autonomous Swarming, Home Automation and Rust!

In this crossover episode, Chris Benson joins The Changelog hosts to explore how open‑source tools, small AI models, and affordable hardware are democratizing home automation and edge AI. He defines swarming as coordinated, autonomous multi‑agent systems that act as a...

By Practical AI
Beyond Note-Taking with Fireflies
PodcastNov 19, 20250 min

Beyond Note-Taking with Fireflies

In this episode, Krish Ramineni, co‑founder and CEO of Fireflies.ai, walks listeners through the evolution of AI‑powered meeting assistants—from early BERT‑based prototypes to today’s real‑time transcription and knowledge‑automation tools like Live Assist. He highlights key lessons about product‑market validation, the...

By Practical AI
Are We in an AI Bubble?
PodcastNov 10, 20250 min

Are We in an AI Bubble?

In this episode Dan and Chris examine the rapid expansion of AI across enterprises, manufacturing, healthcare and research, debating whether it represents a sustainable shift or a speculative bubble reminiscent of the dot‑com era. They highlight how AI is reshaping...

By Practical AI
While Loops with Tool Calls
BlogOct 30, 2025

While Loops with Tool Calls

The episode revisits PromptLayer CEO Jared Zoneraich to discuss the evolution from prompt engineering to "context engineering," emphasizing the integration of retrieval, tool calls, and multi‑model pipelines in AI applications. He explains how newer reasoning models simplify steering LLMs and...

By Practical AI
The Impact of AI on the Workforce: A State-Level Case Study
BlogOct 9, 2025

The Impact of AI on the Workforce: A State-Level Case Study

The post recounts a Practical AI podcast interview with Chelsea Linder, VP of Innovation at TechPoint, about Indiana’s AI Innovation Network—a state‑wide, SBA‑funded effort that now boasts nearly 400 members and aims to share best practices across sectors. Linder explains...

By Practical AI
Practical Workflow Orchestration
BlogOct 15, 2024

Practical Workflow Orchestration

The post highlights the growing pain of workflow orchestration for data scientists, especially with AI-driven, agentic pipelines that can fail in unpredictable ways. It features Adam Azzam from Prefect explaining their open‑source Python library for orchestrating and monitoring pipelines, along...

By Practical AI
Cybersecurity in the GenAI Age
BlogSep 11, 2024

Cybersecurity in the GenAI Age

In this episode, Dinis Cruz discusses the emerging cybersecurity challenges posed by generative AI and large language models, highlighting practical guidance from The Cyber Boardroom and OWASP’s new Top 10 for LLMs and Generative AI Apps. The conversation explores how traditional...

By Practical AI
AI Is More than GenAI
BlogSep 5, 2024

AI Is More than GenAI

The post emphasizes that AI extends far beyond generative AI, tracing the evolution of data science, machine learning, and AI to give listeners a holistic mental model of the ecosystem. Daniel Whitenack breaks down how models, embeddings, data, prompts, and...

By Practical AI
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