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Practical AI
Daniel Whitenack and Chris Benson
Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural…
368 episodes tracked Similar shows

Models, Harnesses, and Multi-Agent Systems
Practical AI · 49m

Reconstructing how OpenAI agents attacked Hugging Face
Practical AI · 44m

Surviving the New Economics of a Post-Agentic World
Practical AI · 35m

The Future of AI Infrastructure with CoreWeave
Practical AI · 50m

Building Durable AI Agents
Practical AI · 46m

Image Generation and Visual Intelligence with Black Forest Labs
Practical AI · 48m

AIUC-1: Building trust in AI agents
Practical AI · 45m

Zero Trust for AI Agents
Practical AI · 47m

Breaking down the 2026 Stanford AI Index Report
Practical AI · 47m

Rebooting Enterprise AI with MCP and Kubernetes
Practical AI · 48m

Hermes Agent: Agents that grow with you
Practical AI · 51m

U.S. Congressman Beyer on AI challenges facing America and the World
Practical AI · 45m

The Myth of Model Wars: Open vs Closed AI in 2026
Practical AI · 42m

The mythos of Mythos and Allbirds takes flight to the neocloud
Practical AI · 45m

Open Source Self-Driving with Comma AI
Practical AI · 46m

Post-Mortem of Anthropic's Claude Code Leak
Practical AI · 44m

Agentic Coding and the Economics of Open Source
Practical AI · 48m

AI at the Edge is a different operating environment
Practical AI · 46m

Humility in the Age of Agentic Coding
Practical AI · 55m

AI policy and the battle for computing power
Practical AI · 48m

Cognitive Synthesis and Neural Athletes
Practical AI · 52m

AI incidents, audits, and the limits of benchmarks
Practical AI · 42m

Inside an AI-Run Company
Practical AI · 49m

How is AI shaping democracy?
Practical AI · 48m

Controlling AI Models from the Inside
Practical AI · 43m

2025 was the year of agents, what's coming in 2026?
Practical AI · 51m

Beyond chatbots: Agents that tackle your SOPs
Practical AI · 45m

The AI engineer skills gap
Practical AI · 45m

Technical advances in document understanding
Practical AI · 49m

Chris on AI, autonomous swarming, home automation and Rust!
Practical AI · 1h 37m

Beyond note-taking with Fireflies
Practical AI · 48m

Autonomous Vehicle Research at Waymo
Practical AI · 52m

Are we in an AI bubble?
Practical AI · 49m

While loops with tool calls
Practical AI · 44m

Tiny Recursive Networks
Practical AI · 48m

Dealing with increasingly complicated agents
Practical AI · 54m

The impact of AI on the workforce: A state-level case study
Practical AI · 44m

We've all done RAG, now what?
Practical AI · 43m

Creating a private AI assistant in Thunderbird
Practical AI · 53m

Cracking the code of failed AI pilots
Practical AI · 46m

GenAI risks and global adoption
Practical AI · 43m

Inside America’s AI Action Plan
Practical AI · 43m

Confident, strategic AI leadership
Practical AI · 47m

Educating a data-literate generation
Practical AI · 44m

Workforce dynamics in an AI-assisted world
Practical AI · 44m

Reimagining actuarial science with AI
Practical AI · 40m

Agentic AI for Drone & Robotic Swarming
Practical AI · 46m

AI in the shadows: From hallucinations to blackmail
Practical AI · 44m

Finding Nemotron
Practical AI · 46m

AI hot takes and debates: Autonomy
Practical AI · 45m

Behind-the-Scenes: VC Funding for AI Startups
Practical AI · 41m

AI-Automated Film Making
Practical AI · 43m

Federated learning in production (part 2)
Practical AI · 45m

Federated learning in production (part 1)
Practical AI · 44m

Emailing like a superhuman
Practical AI · 47m

Model Context Protocol Deep Dive
Practical AI · 42m

Seeing beyond the scan in neuroimaging
Practical AI · 42m

Open source AI to tackle your backlog
Practical AI · 42m

Orchestrating agents, APIs, and MCP servers
Practical AI · 42m

Software and hardware acceleration with Groq
Practical AI · 43m

AI-assisted coding with GitHub's COO
Practical AI · 50m

Optimizing for efficiency with IBM’s Granite
Practical AI · 43m

Build a workspace of AI agents
Practical AI · 47m

GenAI hot takes and bad use cases
Practical AI · 30m

Tool calling and agents
Practical AI · 45m

Deep-dive into DeepSeek
Practical AI · 50m

Video generation with realistic motion
Practical AI · 45m

Mozart to Megadeth at CHRP
Practical AI · 53m

Sidekick is an AI Shopify expert
Practical AI · 51m

Full-duplex, real-time dialogue with Kyutai
Practical AI · 50m

Clones, commerce & campaigns
Practical AI · 53m

scikit-learn & data science you own
Practical AI · 52m

Creating tested, reliable AI applications
Practical AI · 50m

AI is changing the cybersecurity threat landscape
Practical AI · 55m

The path towards trustworthy AI
Practical AI · 51m

Big data is dead, analytics is alive
Practical AI · 50m

Practical workflow orchestration
Practical AI · 58m

Towards high-quality (maybe synthetic) datasets
Practical AI · 57m

Understanding what's possible, doable & scalable
Practical AI · 1h 02m

GraphRAG (beyond the hype)
Practical AI · 55m

Pausing to think about scikit-learn & OpenAI o1
Practical AI · 50m

Cybersecurity in the GenAI age
Practical AI · 51m

AI is more than GenAI
Practical AI · 40m

Metrics Driven Development
Practical AI · 42m

Threat modeling LLM apps
Practical AI · 54m

Only as good as the data
Practical AI · 45m

Gaudi processors & Intel's AI portfolio
Practical AI · 46m

Broccoli AI at its best 🥦
Practical AI · 42m

Hyperventilating over the Gartner AI Hype Cycle
Practical AI · 55m

The first real-time voice assistant
Practical AI · 43m

Vectoring in on Pinecone
Practical AI · 44m

Stanford's AI Index Report 2024
Practical AI · 47m

Apple Intelligence & Advanced RAG
Practical AI · 45m

The perplexities of information retrieval
Practical AI · 46m

Using edge models to find sensitive data
Practical AI · 38m

Rise of the AI PC & local LLMs
Practical AI · 35m

AI in the U.S. Congress
Practical AI · 40m

First impressions of GPT-4o
Practical AI · 43m

Full-stack approach for effective AI agents
Practical AI · 47m

Autonomous fighter jets?!
Practical AI · 41m

Private, open source chat UIs
Practical AI · 38m

Mamba & Jamba
Practical AI · 41m

Udio & the age of multi-modal AI
Practical AI · 38m

RAG continues to rise
Practical AI · 48m

Should kids still learn to code?
Practical AI · 39m

AI vs software devs
Practical AI · 57m

Prompting the future
Practical AI · 45m

Generating the future of art & entertainment
Practical AI · 42m

YOLOv9: Computer vision is alive and well
Practical AI · 42m

Representation Engineering (Activation Hacking)
Practical AI · 43m

Leading the charge on AI in National Security
Practical AI · 52m

Gemini vs OpenAI
Practical AI · 43m

Data synthesis for SOTA LLMs
Practical AI · 46m

Large Action Models (LAMs) & Rabbits 🐇
Practical AI · 48m

Collaboration & evaluation for LLM apps
Practical AI · 46m

Advent of GenAI Hackathon recap
Practical AI · 47m

AI predictions for 2024
Practical AI · 44m

Open source, on-disk vector search with LanceDB
Practical AI · 41m

The state of open source AI
Practical AI · 42m

Suspicion machines ⚙️
Practical AI · 46m

The OpenAI debacle (a retrospective)
Practical AI · 47m

Generating product imagery at Shopify
Practical AI · 50m

AI trailblazers putting people first
Practical AI · 47m

Government regulation of AI has arrived
Practical AI · 45m

Self-hosting & scaling models
Practical AI · 41m

Deep learning in Rust with Burn 🔥
Practical AI · 40m

AI's impact on developers
Practical AI · 48m

Generative models: exploration to deployment
Practical AI · 49m

Automate all the UIs!
Practical AI · 43m

Fine-tuning vs RAG
Practical AI · 58m

Automating code optimization with LLMs
Practical AI · 44m

The new AI app stack
Practical AI · 45m

Blueprint for an AI Bill of Rights
Practical AI · 41m

Vector databases (beyond the hype)
Practical AI · 51m

There's a new Llama in town
Practical AI · 48m

Legal consequences of generated content
Practical AI · 42m

A developer's toolkit for SOTA AI
Practical AI · 42m

Cambrian explosion of generative models
Practical AI · 42m

Automated cartography using AI
Practical AI · 44m

From ML to AI to Generative AI
Practical AI · 46m

AI trends: a Latent Space crossover
Practical AI · 59m

Accidentally building SOTA AI
Practical AI · 42m

Controlled and compliant AI applications
Practical AI · 49m

Data augmentation with LlamaIndex
Practical AI · 44m

Creating instruction tuned models
Practical AI · 26m

The last mile of AI app development
Practical AI · 38m

Large models on CPUs
Practical AI · 38m

Causal inference
Practical AI · 42m

Capabilities of LLMs 🤯
Practical AI · 38m

Computer scientists as rogue art historians
Practical AI · 43m

Accelerated data science with a Kaggle grandmaster
Practical AI · 43m

Explainable AI that is accessible for all humans
Practical AI · 45m

AI search at You.com
Practical AI · 42m

End-to-end cloud compute for AI/ML
Practical AI · 44m

Success (and failure) in prompting
Practical AI · 43m

Applied NLP solutions & AI education
Practical AI · 38m

Serverless GPUs
Practical AI · 38m

MLOps is alive and well
Practical AI · 56m

3D assets & simulation at NVIDIA
Practical AI · 42m

GPU dev environments that just work
Practical AI · 39m

Machine learning at small organizations
Practical AI · 49m

ChatGPT goes prime time!
Practical AI · 44m

NLP research by & for local communities
Practical AI · 36m

SOTA machine translation at Unbabel
Practical AI · 30m

AI competitions & cloud resources
Practical AI · 33m

Copilot lawsuits & Galactica "science"
Practical AI · 44m

Protecting us with the Database of Evil
Practical AI · 48m

Hybrid computing with quantum processors
Practical AI · 43m

The practicalities of releasing models
Practical AI · 37m

AI adoption in large, well-established companies
Practical AI · 33m

Data for All
Practical AI · 49m

What's up, DocQuery?
Practical AI · 42m

Production data labeling workflows
Practical AI · 31m

Evaluating models without test data
Practical AI · 44m

Stable Diffusion
Practical AI · 44m

Licensing & automating creativity
Practical AI · 44m

Privacy in the age of AI
Practical AI · 43m

Practical, positive uses for deep fakes
Practical AI · 43m

CMU's AI pilot lands in the news 🗞
Practical AI · 41m

AlphaFold is revolutionizing biology
Practical AI · 45m

AI IRL & Mozilla's Internet Health Report
Practical AI · 42m

The geopolitics of artificial intelligence
Practical AI · 46m

DALL-E is one giant leap for raccoons! 🔭
Practical AI · 40m

Cloning voices with Coqui
Practical AI · 51m

AI's role in reprogramming immunity
Practical AI · 48m

Machine learning in your database
Practical AI · 49m

Digital humans & detecting emotions
Practical AI · 42m

Generalist models & Iceman's voice
Practical AI · 40m

🤗 The AI community building the future
Practical AI · 47m

Active learning & endangered languages
Practical AI · 49m

Learning the language of life
Practical AI · 47m

MLOps is NOT Real
Practical AI · 45m

🌍 AI in Africa - Agriculture
Practical AI · 51m

Quick, beautiful web UIs for ML apps
Practical AI · 42m

It's been a BIG week in AI news 🗞
Practical AI · 41m

"Foundation" models
Practical AI · 41m

Clothing AI in a data fabric
Practical AI · 46m

Creating a culture of innovation
Practical AI · 52m

Deploying models (to tractors 🚜)
Practical AI · 50m

One algorithm to rule them all?
Practical AI · 44m

🌍 AI in Africa - Voice & language tools
Practical AI · 43m

Exploring deep reinforcement learning
Practical AI · 41m

The world needs an AI superhero
Practical AI · 43m

Democratizing ML for speech
Practical AI · 44m

Eliminate AI failures
Practical AI · 41m

🌍 AI in Africa - Radiant Earth
Practical AI · 43m

OpenAI and Hugging Face tooling
Practical AI · 50m

Friendly federated learning 🌼
Practical AI · 46m

Technology as a force for good
Practical AI · 25m

AI-generated code with OpenAI Codex
Practical AI · 46m

Zero-shot multitask learning
Practical AI · 46m

Analyzing the 2021 AI Index Report
Practical AI · 46m

Photonic computing for AI acceleration
Practical AI · 44m

Eureka moments with natural language processing
Practical AI · 36m

🌍 AI in Africa - Makerere AI Lab
Practical AI · 43m

Federated Learning 📱
Practical AI · 45m

The mathematics of machine learning
Practical AI · 38m

Balancing human intelligence with AI
Practical AI · 42m

From notebooks to Netflix scale with Metaflow
Practical AI · 47m

Trends in data labeling
Practical AI · 44m

Stellar inference speed via AutoNAS
Practical AI · 42m

Anaconda + Pyston and more
Practical AI · 43m

Exploring a new AI lexicon
Practical AI · 44m

NLP to help pregnant mothers in Kenya
Practical AI · 44m

SLICED - will you make the (data science) cut?
Practical AI · 48m

AI is creating never before heard sounds! 🎵
Practical AI · 45m

Building a data team
Practical AI · 45m

Towards stability and robustness
Practical AI · 48m

From symbols to AI pair programmers 💻
Practical AI · 48m

Vector databases for machine learning
Practical AI · 42m

Multi-GPU training is hard (without PyTorch Lightning)
Practical AI · 46m

Learning to learn deep learning 📖
Practical AI · 43m

The fastest way to build ML-powered apps
Practical AI · 43m

Elixir meets machine learning
Practical AI · 1h 01m

Apache TVM and OctoML
Practical AI · 49m

25 years of speech technology innovation
Practical AI · 42m

Generating "hunches" using smart home data 🏠
Practical AI · 42m

Mapping the world
Practical AI · 53m

Data science for intuitive user experiences
Practical AI · 52m

Going full bore with Graphcore!
Practical AI · 44m

Next-gen voice assistants
Practical AI · 50m

Women in Data Science (WiDS)
Practical AI · 56m

Recommender systems and high-frequency trading
Practical AI · 43m

Deep learning technology for drug discovery
Practical AI · 57m

Green AI 🌲
Practical AI · 1h 00m

Low code, no code, accelerated code, & failing code
Practical AI · 48m

The AI doc will see you now
Practical AI · 46m

Cooking up synthetic data with Gretel
Practical AI · 47m

The nose knows
Practical AI · 54m

Accelerating ML innovation at MLCommons
Practical AI · 51m

The $1 trillion dollar ML model 💵
Practical AI · 48m

Getting in the Flow with Snorkel AI
Practical AI · 46m

Engaging with governments on AI for good
Practical AI · 25m

From research to product at Azure AI
Practical AI · 49m

The world's largest open library dataset
Practical AI · 43m

A casual conversation concerning causal inference
Practical AI · 51m

Building a deep learning workstation
Practical AI · 49m

Killer developer tools for machine learning
Practical AI · 50m

Reinforcement Learning for search
Practical AI · 47m

When data leakage turns into a flood of trouble
Practical AI · 48m

Productionizing AI at LinkedIn
Practical AI · 55m

R, Data Science, & Computational Biology
Practical AI · 54m

Learning about (Deep) Learning
Practical AI · 53m

When AI goes wrong
Practical AI · 58m

Speech tech and Common Voice at Mozilla
Practical AI · 58m

Getting Waymo into autonomous driving
Practical AI · 1h 00m

Hidden Door and so much more
Practical AI · 56m

Building the world's most popular data science platform
Practical AI · 59m

Practical AI turns 100!!! 🎉
Practical AI · 1h 09m

Attack of the C̶l̶o̶n̶e̶s̶ Text!
Practical AI · 48m

🤗 All things transformers with Hugging Face
Practical AI · 46m

MLOps and tracking experiments with Allegro AI
Practical AI · 51m

Practical AI Ethics
Practical AI · 52m

The ins and outs of open source for AI
Practical AI · 47m

Operationalizing ML/AI with MemSQL
Practical AI · 54m

Roles to play in the AI dev workflow
Practical AI · 50m

The long road to AGI
Practical AI · 50m

Explaining AI explainability
Practical AI · 46m

Exploring NVIDIA's Ampere & the A100 GPU
Practical AI · 53m

AI for Good: clean water access in Africa
Practical AI · 42m

Ask us anything (about AI)
Practical AI · 50m

Reinforcement learning for chip design
Practical AI · 44m

Exploring the COVID-19 Open Research Dataset
Practical AI · 43m

Achieving provably beneficial, human-compatible AI
Practical AI · 52m

COVID-19 Q&A and CORD-19
Practical AI · 54m

Mapping the intersection of AI and GIS
Practical AI · 49m

Speech recognition to say it just right
Practical AI · 49m

Building a career in Data Science
Practical AI · 51m

What exactly is "data science" these days?
Practical AI · 48m

TensorFlow in the cloud
Practical AI · 47m

NLP for the world's 7000+ languages
Practical AI · 54m

Real-time conversational insights from phone call data
Practical AI · 51m

AI-powered scientific exploration and discovery
Practical AI · 42m

Insights from the AI Index 2019 Annual Report
Practical AI · 44m

Testing ML systems
Practical AI · 47m

AI-driven automation in manufacturing
Practical AI · 47m

How the U.S. military thinks about AI
Practical AI · 48m

2019's AI top 5
Practical AI · 58m

AI for search at Etsy
Practical AI · 46m

Escaping the "dark ages" of AI infrastructure
Practical AI · 50m
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