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Practical AI
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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…

373 episodes tracked Similar shows
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How to get discovered in AI search

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Computer-Use Agents and the Future of the Agentic Internet

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Less about Models; More about Architecture

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Building the Foundation for the Agentic AI Era

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AI Proficiency: From Users to Builders

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Models, Harnesses, and Multi-Agent Systems

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Reconstructing how OpenAI agents attacked Hugging Face

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Surviving the New Economics of a Post-Agentic World

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The Future of AI Infrastructure with CoreWeave

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Building Durable AI Agents

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Image Generation and Visual Intelligence with Black Forest Labs

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AIUC-1: Building trust in AI agents

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Zero Trust for AI Agents

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Breaking down the 2026 Stanford AI Index Report

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Rebooting Enterprise AI with MCP and Kubernetes

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Hermes Agent: Agents that grow with you

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U.S. Congressman Beyer on AI challenges facing America and the World

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The Myth of Model Wars: Open vs Closed AI in 2026

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The mythos of Mythos and Allbirds takes flight to the neocloud

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Open Source Self-Driving with Comma AI

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Post-Mortem of Anthropic's Claude Code Leak

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Agentic Coding and the Economics of Open Source

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AI at the Edge is a different operating environment

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Humility in the Age of Agentic Coding

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AI policy and the battle for computing power

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Cognitive Synthesis and Neural Athletes

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AI incidents, audits, and the limits of benchmarks

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Inside an AI-Run Company

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How is AI shaping democracy?

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Controlling AI Models from the Inside

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2025 was the year of agents, what's coming in 2026?

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Beyond chatbots: Agents that tackle your SOPs

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The AI engineer skills gap

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Technical advances in document understanding

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Chris on AI, autonomous swarming, home automation and Rust!

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Beyond note-taking with Fireflies

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Autonomous Vehicle Research at Waymo

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Are we in an AI bubble?

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While loops with tool calls

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Tiny Recursive Networks

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Dealing with increasingly complicated agents

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The impact of AI on the workforce: A state-level case study

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We've all done RAG, now what?

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Creating a private AI assistant in Thunderbird

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Cracking the code of failed AI pilots

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GenAI risks and global adoption

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Inside America’s AI Action Plan

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Confident, strategic AI leadership

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Educating a data-literate generation

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Workforce dynamics in an AI-assisted world

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Reimagining actuarial science with AI

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Agentic AI for Drone & Robotic Swarming

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AI in the shadows: From hallucinations to blackmail

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Finding Nemotron

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AI hot takes and debates: Autonomy

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Behind-the-Scenes: VC Funding for AI Startups

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AI-Automated Film Making

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Federated learning in production (part 2)

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Federated learning in production (part 1)

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Emailing like a superhuman

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Model Context Protocol Deep Dive

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Seeing beyond the scan in neuroimaging

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Open source AI to tackle your backlog

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Orchestrating agents, APIs, and MCP servers

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Software and hardware acceleration with Groq

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AI-assisted coding with GitHub's COO

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Optimizing for efficiency with IBM’s Granite

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Build a workspace of AI agents

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GenAI hot takes and bad use cases

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Tool calling and agents

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Deep-dive into DeepSeek

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Video generation with realistic motion

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Mozart to Megadeth at CHRP

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Sidekick is an AI Shopify expert

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Full-duplex, real-time dialogue with Kyutai

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Clones, commerce & campaigns

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scikit-learn & data science you own

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Creating tested, reliable AI applications

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AI is changing the cybersecurity threat landscape

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The path towards trustworthy AI

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Big data is dead, analytics is alive

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Practical workflow orchestration

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Towards high-quality (maybe synthetic) datasets

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Understanding what's possible, doable & scalable

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GraphRAG (beyond the hype)

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Pausing to think about scikit-learn & OpenAI o1

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Cybersecurity in the GenAI age

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AI is more than GenAI

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Metrics Driven Development

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Threat modeling LLM apps

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Only as good as the data

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Gaudi processors & Intel's AI portfolio

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Broccoli AI at its best 🥦

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Hyperventilating over the Gartner AI Hype Cycle

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The first real-time voice assistant

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Vectoring in on Pinecone

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Stanford's AI Index Report 2024

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Apple Intelligence & Advanced RAG

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The perplexities of information retrieval

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Using edge models to find sensitive data

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Rise of the AI PC & local LLMs

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AI in the U.S. Congress

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First impressions of GPT-4o

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Full-stack approach for effective AI agents

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Autonomous fighter jets?!

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Private, open source chat UIs

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Mamba & Jamba

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Udio & the age of multi-modal AI

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RAG continues to rise

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Should kids still learn to code?

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AI vs software devs

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Prompting the future

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Generating the future of art & entertainment

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YOLOv9: Computer vision is alive and well

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Representation Engineering (Activation Hacking)

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Leading the charge on AI in National Security

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Gemini vs OpenAI

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Data synthesis for SOTA LLMs

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Large Action Models (LAMs) & Rabbits 🐇

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Collaboration & evaluation for LLM apps

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Advent of GenAI Hackathon recap

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AI predictions for 2024

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Open source, on-disk vector search with LanceDB

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The state of open source AI

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Suspicion machines ⚙️

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The OpenAI debacle (a retrospective)

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Generating product imagery at Shopify

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AI trailblazers putting people first

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Government regulation of AI has arrived

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Self-hosting & scaling models

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Deep learning in Rust with Burn 🔥

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AI's impact on developers

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Generative models: exploration to deployment

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Automate all the UIs!

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Fine-tuning vs RAG

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Automating code optimization with LLMs

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The new AI app stack

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Blueprint for an AI Bill of Rights

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Vector databases (beyond the hype)

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There's a new Llama in town

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Legal consequences of generated content

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A developer's toolkit for SOTA AI

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Cambrian explosion of generative models

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Automated cartography using AI

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From ML to AI to Generative AI

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AI trends: a Latent Space crossover

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Accidentally building SOTA AI

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Controlled and compliant AI applications

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Data augmentation with LlamaIndex

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Creating instruction tuned models

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The last mile of AI app development

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Large models on CPUs

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Causal inference

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Capabilities of LLMs 🤯

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Computer scientists as rogue art historians

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Accelerated data science with a Kaggle grandmaster

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Explainable AI that is accessible for all humans

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AI search at You.com

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End-to-end cloud compute for AI/ML

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Success (and failure) in prompting

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Applied NLP solutions & AI education

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Serverless GPUs

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MLOps is alive and well

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3D assets & simulation at NVIDIA

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GPU dev environments that just work

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Machine learning at small organizations

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ChatGPT goes prime time!

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NLP research by & for local communities

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SOTA machine translation at Unbabel

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AI competitions & cloud resources

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Copilot lawsuits & Galactica "science"

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Protecting us with the Database of Evil

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Hybrid computing with quantum processors

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The practicalities of releasing models

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AI adoption in large, well-established companies

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Data for All

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What's up, DocQuery?

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Production data labeling workflows

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Evaluating models without test data

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Stable Diffusion

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Licensing & automating creativity

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Privacy in the age of AI

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Practical, positive uses for deep fakes

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CMU's AI pilot lands in the news 🗞

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AlphaFold is revolutionizing biology

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AI IRL & Mozilla's Internet Health Report

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The geopolitics of artificial intelligence

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DALL-E is one giant leap for raccoons! 🔭

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Cloning voices with Coqui

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AI's role in reprogramming immunity

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Machine learning in your database

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Digital humans & detecting emotions

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Generalist models & Iceman's voice

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🤗 The AI community building the future

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Active learning & endangered languages

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Learning the language of life

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MLOps is NOT Real

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🌍 AI in Africa - Agriculture

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Quick, beautiful web UIs for ML apps

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It's been a BIG week in AI news 🗞

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"Foundation" models

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Clothing AI in a data fabric

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Creating a culture of innovation

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Deploying models (to tractors 🚜)

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One algorithm to rule them all?

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🌍 AI in Africa - Voice & language tools

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Exploring deep reinforcement learning

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The world needs an AI superhero

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Democratizing ML for speech

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Eliminate AI failures

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🌍 AI in Africa - Radiant Earth

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OpenAI and Hugging Face tooling

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Friendly federated learning 🌼

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Technology as a force for good

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AI-generated code with OpenAI Codex

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Zero-shot multitask learning

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Analyzing the 2021 AI Index Report

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Photonic computing for AI acceleration

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Eureka moments with natural language processing

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🌍 AI in Africa - Makerere AI Lab

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Federated Learning 📱

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The mathematics of machine learning

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Balancing human intelligence with AI

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From notebooks to Netflix scale with Metaflow

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Trends in data labeling

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Stellar inference speed via AutoNAS

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Anaconda + Pyston and more

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Exploring a new AI lexicon

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NLP to help pregnant mothers in Kenya

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SLICED - will you make the (data science) cut?

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AI is creating never before heard sounds! 🎵

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Building a data team

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Towards stability and robustness

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From symbols to AI pair programmers 💻

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Vector databases for machine learning

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Multi-GPU training is hard (without PyTorch Lightning)

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Learning to learn deep learning 📖

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The fastest way to build ML-powered apps

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Elixir meets machine learning

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Apache TVM and OctoML

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25 years of speech technology innovation

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Generating "hunches" using smart home data 🏠

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Mapping the world

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Data science for intuitive user experiences

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Going full bore with Graphcore!

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44m ·
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Not scored yet

Next-gen voice assistants

Practical AI
50m ·
Practical AI podcast cover art
Not scored yet

Women in Data Science (WiDS)

Practical AI
56m ·
Practical AI podcast cover art
Not scored yet

Recommender systems and high-frequency trading

Practical AI
43m ·
Practical AI podcast cover art
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Deep learning technology for drug discovery

Practical AI
57m ·
Practical AI podcast cover art
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Green AI 🌲

Practical AI
1h 00m ·
Practical AI podcast cover art
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Low code, no code, accelerated code, & failing code

Practical AI
48m ·
Practical AI podcast cover art
Not scored yet

The AI doc will see you now

Practical AI
46m ·
Practical AI podcast cover art
Not scored yet

Cooking up synthetic data with Gretel

Practical AI
47m ·
Practical AI podcast cover art
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The nose knows

Practical AI
54m ·
Practical AI podcast cover art
Not scored yet

Accelerating ML innovation at MLCommons

Practical AI
51m ·
Practical AI podcast cover art
Not scored yet

The $1 trillion dollar ML model 💵

Practical AI
48m ·
Practical AI podcast cover art
Not scored yet

Getting in the Flow with Snorkel AI

Practical AI
46m ·
Practical AI podcast cover art
Not scored yet

Engaging with governments on AI for good

Practical AI
25m ·
Practical AI podcast cover art
Not scored yet

From research to product at Azure AI

Practical AI
49m ·
Practical AI podcast cover art
Not scored yet

The world's largest open library dataset

Practical AI
43m ·
Practical AI podcast cover art
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A casual conversation concerning causal inference

Practical AI
51m ·
Practical AI podcast cover art
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Building a deep learning workstation

Practical AI
49m ·
Practical AI podcast cover art
Not scored yet

Killer developer tools for machine learning

Practical AI
50m ·
Practical AI podcast cover art
Not scored yet

Reinforcement Learning for search

Practical AI
47m ·
Practical AI podcast cover art
Not scored yet

When data leakage turns into a flood of trouble

Practical AI
48m ·
Practical AI podcast cover art
Not scored yet

Productionizing AI at LinkedIn

Practical AI
55m ·
Practical AI podcast cover art
Not scored yet

R, Data Science, & Computational Biology

Practical AI
54m ·
Practical AI podcast cover art
Not scored yet

Learning about (Deep) Learning

Practical AI
53m ·
Practical AI podcast cover art
Not scored yet

When AI goes wrong

Practical AI
58m ·
Practical AI podcast cover art
Not scored yet

Speech tech and Common Voice at Mozilla

Practical AI
58m ·
Practical AI podcast cover art
Not scored yet

Getting Waymo into autonomous driving

Practical AI
1h 00m ·
Practical AI podcast cover art
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Hidden Door and so much more

Practical AI
56m ·
Practical AI podcast cover art
Not scored yet

Building the world's most popular data science platform

Practical AI
59m ·
Practical AI podcast cover art
Not scored yet

Practical AI turns 100!!! 🎉

Practical AI
1h 09m ·
Practical AI podcast cover art
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Attack of the C̶l̶o̶n̶e̶s̶ Text!

Practical AI
48m ·
Practical AI podcast cover art
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🤗 All things transformers with Hugging Face

Practical AI
46m ·
Practical AI podcast cover art
Not scored yet

MLOps and tracking experiments with Allegro AI

Practical AI
51m ·
Practical AI podcast cover art
Not scored yet

Practical AI Ethics

Practical AI
52m ·
Practical AI podcast cover art
Not scored yet

The ins and outs of open source for AI

Practical AI
47m ·
Practical AI podcast cover art
Not scored yet

Operationalizing ML/AI with MemSQL

Practical AI
54m ·
Practical AI podcast cover art
Not scored yet

Roles to play in the AI dev workflow

Practical AI
50m ·
Practical AI podcast cover art
Not scored yet

The long road to AGI

Practical AI
50m ·
Practical AI podcast cover art
Not scored yet

Explaining AI explainability

Practical AI
46m ·
Practical AI podcast cover art
Not scored yet

Exploring NVIDIA's Ampere & the A100 GPU

Practical AI
53m ·
Practical AI podcast cover art
Not scored yet

AI for Good: clean water access in Africa

Practical AI
42m ·
Practical AI podcast cover art
Not scored yet

Ask us anything (about AI)

Practical AI
50m ·
Practical AI podcast cover art
Not scored yet

Reinforcement learning for chip design

Practical AI
44m ·
Practical AI podcast cover art
Not scored yet

Exploring the COVID-19 Open Research Dataset

Practical AI
43m ·
Practical AI podcast cover art
Not scored yet

Achieving provably beneficial, human-compatible AI

Practical AI
52m ·
Practical AI podcast cover art
Not scored yet

COVID-19 Q&A and CORD-19

Practical AI
54m ·
Practical AI podcast cover art
Not scored yet

Mapping the intersection of AI and GIS

Practical AI
49m ·
Practical AI podcast cover art
Not scored yet

Speech recognition to say it just right

Practical AI
49m ·
Practical AI podcast cover art
Not scored yet

Building a career in Data Science

Practical AI
51m ·
Practical AI podcast cover art
Not scored yet

What exactly is "data science" these days?

Practical AI
48m ·
Practical AI podcast cover art
Not scored yet

TensorFlow in the cloud

Practical AI
47m ·
Practical AI podcast cover art
Not scored yet

NLP for the world's 7000+ languages

Practical AI
54m ·
Practical AI podcast cover art
Not scored yet

Real-time conversational insights from phone call data

Practical AI
51m ·
Practical AI podcast cover art
Not scored yet

AI-powered scientific exploration and discovery

Practical AI
42m ·
Practical AI podcast cover art
Not scored yet

Insights from the AI Index 2019 Annual Report

Practical AI
44m ·
Practical AI podcast cover art
Not scored yet

Testing ML systems

Practical AI
47m ·

Showing the 300 most recent of 373 tracked episodes.

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