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AI Analyst Lab
Andrej Karpathy
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Dr. Jon Krohn
Unofficial, machine-generated summaries, as of 2026-11-09.
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Your High IQ Won't Help Much in the C-Suite
2024-05-09
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Why do CDOs Have Such High Turnover? (Chief Data Officers)
2024-05-08
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781: Ensuring Successful Enterprise AI Deployments — with Sol Rashidi
2024-05-07
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Quarto: Text + Code Documents Made Easy and Beautiful
2024-05-06
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Why Did RStudio Become Posit?
2024-05-05
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Hadley Wickham on R vs Python
2024-05-04
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780: How to Become a Data Scientist — with Dr. Adam Ross Nelson
2024-05-03
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Shiny: Build Robust Web Apps in Minutes with Python or R
2024-05-02
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Hadley Wickham’s Favorite R Tidyverse Libraries
2024-05-01
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779: The Tidyverse of Essential R Libraries and their Python Analogues — with Dr. Hadley Wickham
2024-04-30
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Automating Filmmaking with Sora-like Tools
2024-04-29
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Augmenting Human Creativity with GenAI
2024-04-28
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AI Will Make Us More Human
2024-04-27
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778: Mixtral 8x22B: SOTA Open-Source LLM Capabilities at a Fraction of the Compute — with Jon Krohn
2024-04-26
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What a GenAI Future Will Be Like
2024-04-25
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GenAI is Leading the Biggest Human Revolution
2024-04-24
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777: Generative AI in Practice — with Bernard Marr (@bernardmarr)
2024-04-23
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How AI Will Overhaul Education Completely
2024-04-22
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Next Steps in the AGI Evolution
2024-04-21
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Here's How to Choose Your Next AI Project
2024-04-20
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776: Deep Utopia: AI Could Solve All Human Problems in Our Lifetime — with @JonKrohnLearns
2024-04-19
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Technical Founders Are the Best Startup Founders
2024-04-18
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Should You Be an AI Entrepreneur? (Or Play it Safe in Big Tech?)
2024-04-17
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775: What will humans do when machines are vastly more intelligent? — with Aleksa Gordić
2024-04-16
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Can Same-Day Deliveries Get Even Faster?
2024-04-15
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Logistics Isn't Boring: It's Packed with Interesting, Complex ML
2024-04-14
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The Surprising New Drone Trick for Efficient Delivery
2024-04-13
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774: RFM-1 Gives Robots Human-like Reasoning and Conversation Abilities — with @JonKrohnLearns
2024-04-12
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The Markov Decision Process Explained
2024-04-11
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Improving Delivery Logistics with AI
2024-04-10
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773: Deep Reinforcement Learning for Maximizing Profits — with Prof. Barrett Thomas
2024-04-09
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CatBoost 101: Categorical Gradient Boosting Explained
2024-04-08
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LightGBM 101: Faster Gradient Boosting for Large-Scale ML
2024-04-07
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XGBoost 101: eXtreme Gradient Boosting eXplained
2024-04-06
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772: In Case You Missed It in March 2024 — with Jon Krohn (@JonKrohnLearns)
2024-04-05
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Gradient Boosting 101
2024-04-04
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Decision Trees 101
2024-04-03
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771: Gradient Boosting: XGBoost, LightGBM and CatBoost — with Kirill Eremenko
2024-04-02
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Why Medical LLMs Face Headwinds
2024-03-30
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770: The Neuroscientific Guide to Confidence — with Lucy Antrobus
2024-03-29
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Roadmap from AI Startup to Long-Term Success
2024-03-28
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Abridge AI Relieves Doctors of Admin Work
2024-03-27
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769: Generative AI for Medicine — with Prof. Zack Lipton
2024-03-26
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The 3 Best Alternatives to RLHF
2024-03-25
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Multi-Query vs Multi-Head Attention
2024-03-24
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DoRA: Faster than LoRA for Fine-Tuning LLMs
2024-03-23
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768: Is Claude 3 Better than GPT-4? — with Jon Krohn (@JonKrohnLearns)
2024-03-22
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LitGPT: The LLM Library for Minimalists
2024-03-21
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How Lightning AI Makes LLMs Easy
2024-03-20
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767: Open-Source LLM Libraries and Techniques — with Dr. Sebastian Raschka
2024-03-19
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The Future of Python Scientific Computing
2024-03-18
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Writing Code Makes You Think Better. Here's How.
2024-03-17
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What is Numba? The Python Compiler Explained
2024-03-16
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766: Vonnegut's Player Piano (1952): An Eerie Novel on the Current AI Revolution — with Jon Krohn
2024-03-15
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The NumPy Origin Story
2024-03-14
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The SciPy Origin Story
2024-03-13
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765: NumPy, SciPy and the Economics of Open-Source — with Dr. Travis Oliphant
2024-03-12
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AI Moves Fast. Here's 3 Tricks for Staying Up to Date
2024-03-11
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Would a Venture Capitalist Invest in You? Do You Have What It Takes?
2024-03-10
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What is Generative AI Model Collapse? How Can We Stop It?
2024-03-09
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764: The Top 10 Episodes of 2023 — with Jon Krohn (@JonKrohnLearns)
2024-03-08
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Will Generative AI Replace Software Developers?
2024-03-07
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The AI Palette is Your Easy Guide to All of Machine Learning
2024-03-06
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763: The Best AI Startup Opportunities — with venture capitalist Rudina Seseri
2024-03-05
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The 3 Steps of LLM Training
2024-03-02
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762: Gemini 1.5 Pro, the Million-Token-Context LLM — with Jon Krohn (@JonKrohnLearns)
2024-03-01
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Generative AI Means Coders Must Think Like Product Managers
2024-02-29
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Gemini Ultra, Google's Most Powerful LLM, is Now Public
2024-02-28
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761: Gemini Ultra: How to Release an AI Product for Billions of Users — with Google's Lisa Cohen
2024-02-27
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What is an SOS Token in Transformers?
2024-02-26
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Masking During Transformer Inference Matters a Lot (Buy Why?)
2024-02-25
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Encoder-Decoder Transformers vs Decoder-Only vs Encoder-Only: Pros and Cons
2024-02-24
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760: Humans Love AI-Crafted Beer — with Jon Krohn (@JonKrohnLearns)
2024-02-23
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How Cross-Attention Works in Transformers
2024-02-22
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How Decoder-Only Transformers (like GPT) Work
2024-02-21
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759: Full Encoder-Decoder Transformers Fully Explained — with Kirill Eremenko
2024-02-20
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The Perfect Pro Setup for Virtual Talks
2024-02-19
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Want a Great Presentation? Structure It (Here's How)
2024-02-18
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Story-fy Your Facts to Captivate Your Audience
2024-02-17
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758: The Mamba Architecture: Superior to Transformers in LLMs — with Jon Krohn (@JonKrohnLearns)
2024-02-16
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The Top 6 Tricks for Persuasive Speaking
2024-02-15
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Shy? Here's How to Be a Confident Speaker
2024-02-14
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757: How to Speak so You Blow Listeners' Minds — with Cole Nussbaumer Knaflic
2024-02-13
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Messing with LLMs' Temperature Hyperparameter
2024-02-12
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Finally, Deep Learning for Tabular Data: The TabPFN Transformer
2024-02-11
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How AI Crafted the Perfect Beer
2024-02-10
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756: AlphaGeometry: AI is Suddenly as Capable as the Brightest Math Minds — with @JonKrohnLearns
2024-02-09
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Becoming a Cicerone (Certified Beer Expert)
2024-02-07
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755: Brewing Beer with AI — with Beau Warren
2024-02-06
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Why Most AI Projects Fail
2024-02-05
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Are "Citizen Data Scientists" Real?
2024-02-04
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Pypelines: AutoML Open-Source in Python
2024-02-03
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754: A Code-Specialized LLM Will Realize AGI — with Jason Warner
2024-02-02
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Collaborative Data Science: Challenges and Benefits
2024-02-01
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Zerve: Collaborate in Any Programming Language and Deploy Without Rewriting Code
2024-01-31
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753: Blend Any Programming Languages in Your ML Workflows — with Dr. Greg Michaelson
2024-01-30
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What Jobs Are at Risk from AI?
2024-01-29
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The 5 Advantages European Startups Have
2024-01-28
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3 Ways to Stay Ahead in an AI World
2024-01-27
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752: AI is Disadvantaging Job Applicants, But You Can Fight Back — with Hilke Schellmann
2024-01-26
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