172: Transformers and Large Language Models Intro topic: Is WFH actually WFC? News/Links: Falsehoods Junior Developers Believe about Becoming Senior https://vadimkravcenko.com/shorts/falsehoods-junior-developers-believe-about-becoming-senior/ Pure Pursuit Tutorial with python code: https://wiki.purduesigbots.com/software/control-algorithms/basic-pure-pursuit Video example: https://www.youtube.com/watch?v=qYR7mmcwT2w PID without a PHD https://www.wescottdesign.com/articles/pid/pidWithoutAPhd.pdf Google releases Gemma https://blog.google/technology/developers/gemma-open-models/ Book of the Show Patrick: The Eye of the World by Robert Jordan (Wheel of Time) https://amzn.to/3uEhg6v Jason: How to Make a Video Game All By Yourself https://amzn.to/3UZtP7b Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: Stadia Controller Wifi to Bluetooth Unlock https://stadia.google.com/controller/index_en_US.html Jason: FUSE and SSHFS https://www.digitalocean.com/community/tutorials/how-to-use-sshfs-to-mount-remote-file-systems-over-ssh Topic: Transformers and Large Language Models How neural networks store information Latent variables Transformers Encoders & Decoders Attention Layers History RNN Vanishing Gradient Problem LSTM Short term (gradient explodes), Long term (gradient vanishes) Differentiable algebra Key-Query-Value Self Attention Self-Supervised Learning & Forward Models Human Feedback Reinforcement Learning from Human Feedback Direct Policy Optimization (Pairwise Ranking) ★ Support this podcast on Patreon ★

Intro topic: Monitor setups News/Links: BlueScuti, Willis, beats Tetris https://www.youtube.com/watch?v=GuJ5UuknsHU PalWorld accused of being an AI Product https://www.forbes.com/sites/paultassi/2024/01/22/palworld-accused-of-using-genai-with-no-evidence-so-far/?sh=26a9651b4239 4 Billion if-statements to determine if a number is even or odd https://andreasjhkarlsson.github.io/jekyll/update/2023/12/27/4-billion-if-statements.html Seamless M4T https://ai.meta.com/blog/seamless-m4t/ Book of the Show Patrick: Foundation by Isaac Asimov https://amzn.to/3SrmgnP Jason: Propaganda by Edward Bernays https://amzn.to/47JUCXJ Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: The Room Game https://www.fireproofgames.com/games/the-room Jason: Incredibuild https://www.incredibuild.com/ Topic: Compilers and Interpreters (Request by Jessica W.) Machine Code Architecture Specific Assembly Single vs Two Pass Compiler High level Languages Intermediate Representation JVM ByteCode vs Machine Code for portability Scripting/Interpreters JIT Profile Guided Optimization Resources https://www.craftinginterpreters.com/ https://nandgame.com/ Turing Complete ★ Support this podcast on Patreon ★

Predictions: Jason VR for Work Lowering AI training cost/ improved efficiency RISC-V takeoff Patrick Ai claim of AGI Ai peer reviewer Ai Video Generator More space vehicles reaching orbit Early career, finding role at FAANG, liaising vs shipping code. Startup? 3 part. 1. How and when current hype for AI will end? 2. Shape of the show 3. Upcoming in tech What are essential programmer knowledge items? CS Student, how to organize life and goals? What purpose life should serve? What kind of programmer were you in college? Happy Holidays! ★ Support this podcast on Patreon ★

Intro topic: Testing your car battery News/Links: Tech Layoffs still going on https://www.sfchronicle.com/tech/article/google-layoffs-california-companies-18465600.php Real-time dreamy Cloudscapes with Volumetric Raymarching https://blog.maximeheckel.com/posts/real-time-cloudscapes-with-volumetric-raymarching/ Robot Rascals https://en.wikipedia.org/wiki/Robot_Rascals Meta Quest 3 https://www.theverge.com/23906313/meta-quest-3-review-vr-mixed-reality-headset Book of the Show Patrick: HyperLogLog Paper https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/40671.pdf Jason: Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning https://blogs.nvidia.com/blog/2023/10/20/eureka-robotics-research/ Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: Techtonica: https://store.steampowered.com/app/1457320/Techtonica/ Jason: ESP32 development board: https://amzn.to/3Qpmb20 WEMOS Topic: HyperLogLog Motivation Cardinality Counting LinearCounting Hash + expectation of collision based on how full Bloom Filter LogLog Use first N bits as bucket Use max sequential 0s in each bucket Average HyperLogLog Handle empty buckets Use correction factor like linear counting for low counts (number of empty buckets) and high counts Distributing Transfer bucket counts ★ Support this podcast on Patreon ★

Intro topic: What are expectations on developers that have nothing to do with programming News/Links: Pushing for a lower dev estimate is like negotiating weather with a Meteorologist https://smartguess.is/blog/your-estimate-is-less-than-that/ Announcing python in excel https://techcommunity.microsoft.com/t5/excel-blog/announcing-python-in-excel-combining-the-power-of-python-and-the/ba-p/3893439 7 Habits of Highly Effective Software Engineers https://makingsmallercircles.com/articles/7-habits-of-highly-effective-software-engineers/ Raspberry pi 5 begins shipping https://www.phoronix.com/news/Raspberry-Pi-5-Shipping Book of the Show Patrick: Harry Potter and the Sorcerer's Stone Illustrated Edition https://amzn.to/3St3L35 Jason: The Pete and Sebastian Show https://podcasts.apple.com/us/podcast/the-pete-and-sebastian-show/id570256898 Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: Obsidian obsidian.md Jason: Ink by Inkle https://github.com/inkle/ink Topic: Godot What is a game engine? Graphics, animation, particle effects Tilemaps Entity component systems Physics Sound I/O Input handling (touchscreen, joystick) GDScript Why use a game engine? Portability Allow for testing individual components of the game Libraries for ads, in-app-purchases Godot Open source Focused on 2-D but now many 3-D features Great development environment AI Hero Started in phaser (development rut) Moved to Godot, rapid prototyping ★ Support this podcast on Patreon ★

Intro topic: Jogging Metrics News/Links: Unholy LLM https://huggingface.co/Undi95/Unholy-v1-12L-13B The reverse red herring https://www.blameless.com/blog/the-reverse-red-herring The "ens–tification" of TikTok https://www.wired.com/story/tiktok-platforms-cory-doctorow/ Response letter to Godot is not the new Unity https://sampruden.github.io/posts/godot-is-not-the-new-unity/ https://gist.github.com/reduz/cb05fe96079e46785f08a79ec3b0ef21 Book of the Show Patrick: Math Games with Bad Drawings by Ben Orlin https://amzn.to/48qlg9A Jason: The Invisible Hook: The Hidden Economics of Pirates https://amzn.to/3LChBff Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: Factorio (Desktop Game) Jason: AI Hero (iOS and Android) Topic: Desktop user interfaces What is a user interface? Web and Mobile UI toolkits Desktop options Qt Cross platform, custom UI elements Qt creator, code generator WxWidgets Cross platform, uses native UI elements WxFormDesigner, code generation Can look different on different operating systems Electron Local nodejs webserver Html/JavaScript technology Requires interprocess communication to use other languages Jupyter notebooks Mathematica-like notebook Not for distribution Streamlit Python to web compiler Game Engines Unity, Godot, Unreal Tips for building desktop UI UI is slow (startup time, interaction time) Separate the UI from the engine & business logic ★ Support this podcast on Patreon ★

- pganalyze: https://pganalyze.com/ - Weekly series "5mins of Postgres": https://www.youtube.com/channel/UCDV_1Dz2Ixgl1nT_3DUZVFw - How Postgres chooses which index to use: https://pganalyze.com/blog/how-postgres-chooses-index - CMU databases courses: https://db.cs.cmu.edu/courses/ - Postgres community: https://www.postgresql.org/community/ As well as social links: - Mastodon: https://hachyderm.io/@lukas - Twitter/X: @pganalyze, @LukasFittl - GitHub: @pganalyze, @lfittl - LinkedIn: https://www.linkedin.com/in/lfittl/ , https://www.linkedin.com/company/pganalyze/ ★ Support this podcast on Patreon ★

Intro topic: Revisiting the power of Spreadsheets News/Links: LK-99 Isn’t a Superconductor https://www.nature.com/articles/d41586-023-02585-7 Normalizing Flows https://pyro.ai/examples/normalizing_flows_i.html How is llama.cpp possible? https://finbarr.ca/how-is-llama-cpp-possible/ Chat with open source large language models https://chat.lmsys.org/ Book of the Show Patrick: Math with Bad Drawings by Ben Orlin https://amzn.to/44dsgDz Jason: Overboard! https://play.google.com/store/apps/details?id=com.InkleLtd.Overboard Nhl=en_US&gl=US Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: ffmprovisr https://amiaopensource.github.io/ffmprovisr/ Jason: Pandas read_ods() read_excel() Topic: Differential Equations Why should programmers learn about DiffEq Law of Large Numbers What are differential equations? When you know the rate of change EigenVectors & EigenValues What is Jacobian What is Jacobian? | The right way of thinking derivatives and integrals Special cases Partial Differential Equations Ordinary Differential Equations Why solvers are important Numerical Stability at larger step sizes Example: https://medium.com/@pukumarathe/eulers-method-and-runge-kutta-4th-order-method-in-python-b4a0068a8ebe Fun Examples Predator-Prey relationships in scipy https://scientific-python.readthedocs.io/en/latest/notebooks_rst/3_Ordinary_Differential_Equations/02_Examples/Lotka_Volterra_model.html Physics Engines for games https://youtu.be/52n2qKgwW_Q PageRank https://arxiv.org/pdf/2001.08973.pdf ★ Support this podcast on Patreon ★

Things to consider when choosing a database Speed & Latency Consistency, ACID Compliance Scalability Language support & Developer Experience Relational vs. Non-relational (SQL vs. NoSQL) Data types Security Database environment Client vs Server access Info on Kris & Harper: Website: harperdb.io Twitter: @harperdbio, @kriszyp Github: @HarperDB, @kriszyp ★ Support this podcast on Patreon ★

Episode 163 - Recursion Intro topic: Electric Cars News/Links: Snake Game in 101 Bytes in a QR Code https://www.reddit.com/r/programming/comments/15ab4ct/my_qr_code_snake_game_is_now_only_101_bytes/ Superconductor Rumors abound https://arstechnica.com/science/2023/08/whats-going-on-with-the-reports-of-a-room-temperature-superconductor/ OpenWorm https://github.com/openworm/OpenWorm Creator of vim passes away https://news.itsfoss.com/vim-creator-passed-away/ Book of the Show Patrick: Little Book of Common Sense Investing by Jack Bogle https://amzn.to/43YqANR Jason: Mistborn Saga: https://amzn.to/3DJkUN8 Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Jason: reMarkable https://remarkable.com/ Patrick: Stellarium (iOS and Android) Topic: Recursion What is it Divide-And-Conquer Fibonacci numbers How to (not) teach recursion Practical Applications Graph operations Tree retrieval, balancing Graph Search Spatial partitioning Pitfalls Stack size How to solve problems with recursion (1) Consider the base cases (2) Build the recursive step (3) Look for ways the recursion will not terminate and fix (4) (rest are optional) Remove global contexts (5) Add memoization (6) Build solutions incrementally ★ Support this podcast on Patreon ★

In the latest episode of Programming Throwdown, we delve into the captivating world of interactive fiction. We explore: Wordnet, Inform, and how games in the past have been the forerunners of today’s NLP challenges. 00:00:22 Introductions 00:00:39 To hard mode or not to hard mode 00:08:58 No moats in Google 00:16:37 Stable Diffusion blows Jason’s mind 00:21:31 Putting beats together 00:23:38 GPT4All 00:27:44 White Sand 00:35:28 Fortuna 00:38:55 Patrick’s ‘dirty’ secret 00:47:20 Wordnet 00:53:56 Procedural generation 00:57:29 On tabletop RPGs 01:00:48 Inform 01:07:27 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 News/Links: Google: We have no moat and neither does OpenAI https://www.semianalysis.com/p/google-we-have-no-moat-and-neither Stable Diffusion QR Codes https://stable-diffusion-art.com/qr-code/ Beginning to Make Music https://learningmusic.ableton.com/ GPT4All https://gpt4all.io/index.html Wordnet: https://wordnet.princeton.edu/ Inform: https://en.wikipedia.org/wiki/Inform Book of the Show Patrick: White Sand https://amzn.to/43CPMKA Jason: The Fortuna https://www.generativefiction.com/ Tool of the Show Jason: Gatsby.js https://www.gatsbyjs.com/ Patrick: Peglin https://store.steampowered.com/app/1296610/Peglin/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

MosaicML’s VP Of Engineering, Hagay Lupesko, joins us today to discuss generative AI! We talk about how to use existing models as well as ways to finetune these models to a particular task or domain. 00:01:28 Introductions 00:02:09 Hagay’s circuitous career journey 00:08:25 Building software for large factories 00:17:30 The reality of new technologies 00:28:10 AWS 00:29:33 Pytorch’s leapfrog advantage 00:37:24 MosaicML’s mission 00:39:29 Generative AI 00:44:39 Giant data models 00:57:00 Data access tips 01:10:31 MPT-7B 01:27:01 Careers in Mosaic 01:31:46 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 Links: Hagay Lupesko: Linkedin: https://www.linkedin.com/in/hagaylupesko/ Twitter: https://twitter.com/hagay_lupesko Github: https://github.com/lupesko MosaicML: Website: https://www.mosaicml.com/ Careers: https://www.mosaicml.com/careers Twitter: https://twitter.com/MosaicML Linkedin: https://www.linkedin.com/company/mosaicml/ Others: Amp It Up (Amazon): https://www.amazon.com/Amp-Unlocking-Hypergrowth-Expectations-Intensity/dp/1119836115 Hugging Face Hub: https://huggingface.co/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

Where are you now? It’s a question that may seem easy to answer on the surface, but in truth hides more complexity than people expect. In today’s episode, we tackle the latest on AI, creative endeavors, and more before diving into the meaty discussion of position localization. 00:01:13 Steam Deck 00:11:22 Summoning Salt on Mario 00:16:49 100k stars 00:24:26 ChatGPT spam call 00:25:31 Build Your Own DB (from scratch) 00:29:50 DuckDB 00:35:07 Jason has an idea 00:37:58 Fighting Fantasy Classics 00:41:52 Patrick’s bread 00:47:52 Support the show 00:53:54 Awkward CRM emails 00:56:07 Rill 01:00:29 Position localization in detail 01:17:15 Common filter 01:25:22 Simultaneous localization 01:28:59 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 News/Links: The History of Super Mario Bros 3 100% World Records (Summoning Salt) https://www.youtube.com/watch?v=_EsFyogVvkw AutoGPT hits 100k stars https://twitter.com/AlphaSignalAI/status/1649524105647906819 Build Your Own Database from Scratch https://build-your-own.org/database/ Asking generative art AI to render mathematical theorems https://twitter.com/TivadarDanka/status/1649721970886594561 DuckDB: https://duckdb.org/ Book of the Show: Jason: Fighting Fantasy Classics https://play.google.com/store/apps/details?id=com.tinmangames.ffhub&hl=en_US&gl=US https://apps.apple.com/us/app/fighting-fantasy-classics/id1261201650 Patrick: Evolutions in Bread: Artisan Pan Breads and Dutch-Oven Loaves at Home https://amzn.to/44kW4iE Tool of the Show: Jason: Jinja https://jinja.palletsprojects.com/en/3.1.x/ Patrick: Rill https://www.rilldata.com/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

GraphQL is one of the biggest API enablers in software development, but just how complicated can things be? Tanmai Gopal – Hasura’s CEO extraordinaire – talks with Jason and Patrick about how the secret sauce gets made. They dive deeply from how APIs function to having them managed in practice – among several other topic, making this a must-listen episode. 00:01:19 Introductions 00:01:48 Tanmai’s late start in programming 00:05:48 Plinko 00:13:06 Coursera 00:23:28 The question of API development 00:30:30 API layer functionality 00:34:58 How Hasura leverages JSON 00:39:08 GraphQL 00:42:49 Worse than an API call 00:49:15 The potential REST minefield 00:53:41 JSON Web Tokens 01:11:34 Scaling writes 01:15:17 Careers with Hasura 01:22:35 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 Links: Tanmai Gopal: Website: https://hasura.io/blog/@tanmaig/ Linkedin: https://www.linkedin.com/in/tanmaig/ Twitter: https://twitter.com/tanmaigo Github: https://github.com/coco98 Hasura: Website: https://hasura.io/ Careers: https://hasura.io/careers/ Twitter: https://twitter.com/HasuraHQ Github: https://github.com/hasura Linkedin: https://www.linkedin.com/company/hasura Others: Good Strategy, Bad Strategy (Amazon): https://www.amazon.com/Good-Strategy-Bad-Strategy-audiobook/dp/B07R6XQ8YP Modern Application Development (IIT Madras, archived): https://archive.nptel.ac.in/courses/106/106/106106156/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

In today’s episode, Jason and Patrick dive deeply with JFrog’s Senior Solutions Engineer, Bill Manning. With the conversation tackling the depth and complexity of software supply chains, vulnerabilities and more, Bill deftly offers grounded advice to listeners old and new. 00:00:26 Introductions 00:00:40 Bill’s plethora of job titles 00:09:33 The excitement of learning a language 00:15:08 Mechanical keyboards 00:21:17 Bill’s advice on adapting 00:27:55 What a supply chain is 00:34:28 Castle analogies 00:40:55 Unpacking legalities 00:52:11 Log4J 00:54:41 What JFrog does 01:01:16 What can go wrong 01:08:08 Getting started in this space 01:14:15 Careers in JFrog 01:20:23 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 Links: Bill Manning: Website: https://about.me/billmanning Linkedin: https://www.linkedin.com/in/williammanning/ Twitter: https://twitter.com/williammanning JFrog: Website: https://jfrog.com/ Careers: https://join.jfrog.com/ Artifactory: https://jfrog.com/artifactory/ Linkedin: https://www.linkedin.com/company/jfrog-ltd/ Others: Liquid Software: https://liquidsoftware.com/ SolarWinds hack incident: https://www.wired.com/story/the-untold-story-of-solarwinds-the-boldest-supply-chain-hack-ever/ Transitive dependencies: https://en.wikipedia.org/wiki/Transitive_dependency More Throwdown? Check out this prior episode: 153: ChatGPT: https://www.programmingthrowdown.com/2023/03/153-chatgpt.html If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

There’s more than what meets the eye when it comes to Kubernetes, and Craig Box – ARMO’s VP of Open Source & Community –is one of several who have seen its many twists and turns since its inception. He talks with Jason and Patrick about Kubernetes’ origins in pop culture, utility in the modern workflow, and possible future in today’s episode. 00:01:31 Introductions 00:03:39 Craig’s early internet speed experience 00:07:46 An adventure towards Google 00:16:55 Project Seven 00:21:17 Mesos 00:26:42 The origin of Kubernetes 00:28:36 DS9’s influence on naming conventions 00:37:49 Getting more results with the same resources 00:47:13 IPv4 00:53:44 Craig’s thoughts on learning Kubernetes 01:06:59 Kubescape 01:18:12 Working at ARMO 01:23:16 Programming Throwdown on Youtube 01:23:55 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Subscribe to the podcast on Youtube: https://www.youtube.com/@programmingthrowdown4793 Links: Craig Box: Substack: https://substack.com/profile/107796914-craig-box Github: https://github.com/craigbox Linkedin: https://www.linkedin.com/in/crbnz/ Twitter: https://twitter.com/craigbox ARMO: Website: https://www.armosec.io/ Linkedin: https://www.linkedin.com/company/armosec/ Others: The Project Seven origin story: https://cloud.google.com/blog/products/containers-kubernetes/from-google-to-the-world-the-kubernetes-origin-story 7 of 9 on Memory Alpha: https://memory-alpha.fandom.com/wiki/Seven_of_Nine More Throwdown? Check out this prior episode: E135: Kubernetes with Aran Khanna: https://www.programmingthrowdown.com/2022/06/135-kubernetes-with-aran-khanna.html If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM | Youtube Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

Should AI research be paused? How far ahead have deepfakes come? Join Patrick and Jason as they tackle their answers to these timely questions – plus an in-depth discussion on Perl in practice – with today’s episode of Programming Throwdown. Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h News/Links: GPT4All & Stanford Alpaca https://github.com/nomic-ai/gpt4all Giant AI Experiments 6 month pause open letter https://futureoflife.org/open-letter/pause-giant-ai-experiments/ Will Smith Eating Spaghetti generated video https://www.vice.com/en/article/xgw8ek/ai-will-smith-eating-spaghetti-hill-haunt-you-for-the-rest-of-your-life Robust image compression implementation from a NASA paper https://github.com/TheRealOrange/icer_compression Dig This Vegas https://digthisvegas.com/ XKCD: https://xkcd.com/208/ AI Open Letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/ Godbolt: https://godbolt.org/ Book of the Show: Jason: It Doesn’t Have To Be Crazy At Work https://amzn.to/40PFgxH Patrick: Prince of Fools by Mark Lawrence https://amzn.to/3lWVEO9 Tool of the Show: Jason: ReMarkable 2: https://remarkable.com/store/remarkable-2 Patrick: Slay the Spire: https://store.steampowered.com/app/646570/Slay_the_Spire/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

When it comes to untangling the complexities of what lies ahead for search engines in this age of AI, few are as deeply versed in the subject as You.com Engineer Saahil Jain. Jason and Patrick talk with him in this episode about what search even is, what challenges lie ahead, and where the shift in paradigms can be found. 00:01:16 Introductions 00:02:06 How physics led Saahil to programming 00:07:20 Getting started at Microsoft 00:13:39 Analyzing human text input 00:22:22 The exciting paradigm shift in search 00:29:02 Rationales for direction 00:33:40 Image generation models 00:39:55 Knowledge bases 00:45:12 FIFA 00:49:29 Understanding the query’s intent 00:51:18 Expectations 00:55:38 A need to stay connected to authority repositories 01:03:45 About working at You 01:08:18 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h Links: Saahil Jain: Website: http://saahiljain.me/ Email: saahil @ you.com Github: https://github.com/saahil9jain/ Linkedin: https://www.linkedin.com/in/saahiljain/ Twitter: https://twitter.com/saahil9jain RadGraph: https://arxiv.org/abs/2106.14463 VisualCheXbert: https://arxiv.org/abs/2102.11467 You.Com: Website: https://you.com/ Twitter: https://twitter.com/YouSearchEngine Discord: https://discord.gg/f9jRFH5gHP Others: On Thorium: https://www.youtube.com/watch?v=ElulEJruhRQ More Throwdown? Check out these prior episodes: E143: The Evolution of Search with Marcus Eagan: https://www.programmingthrowdown.com/2022/09/143-evolution-of-search-with-marcus.html E94: Search at Etsy: https://www.programmingthrowdown.com/2019/10/episode-94-search-at-etsy.html If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

A second Jason joins this episode of Programming Throwdown! Jason McDonald – Python evangelist, author, and more – talks to Patrick and Jason about his experience with the programming language, how his disability helped and hindered his software career, and where its strengths and weaknesses lie. 00:01:05 Introductions 00:02:27 Jason’s pivotal Doctor Who regeneration 00:04:49 The power of dialog boxes 00:10:10 Python’s power 00:12:37 How disability discrimination can look 00:17:40 Making vs playing games 00:23:47 Jason’s POV on intention 00:28:04 Why Jason stayed with Python 00:40:11 Every language’s Thing 00:49:42 Duck typing 00:52:48 Global Interpreter Lock (GIL) 01:14:16 Dependencies 01:34:08 Finding Jason online 01:35:20 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/join/programmingthrowdown Links: Jason C. McDonald: Mastodon.Cloud: https://mastodon.cloud/@codemouse92 Website: https://codemouse92.com/ Github: https://github.com/CodeMouse92 BugHunters Café @ iTunes: https://podcasts.apple.com/us/podcast/the-bug-hunters-caf%C3%A9/id1556496590 Rural Sourcing: Website: https://www.ruralsourcing.com/ Linkedin: https://www.linkedin.com/company/rural-sourcing/ Book Recommendations: Dead Simple Python (Jason C. McDonald): https://www.amazon.com/Dead-Simple-Python-Idiomatic-Programmers/dp/1718500920 Kill It With Fire (Marianne Bellotti): https://www.amazon.com/Kill-Fire-Manage-Computer-Systems/dp/1718501188 Dreaming In Code (Scott Rosenberg): https://www.amazon.com/Dreaming-Code-Programmers-Transcendent-Software/dp/1400082471 Others: Monty Python (troupe): https://en.wikipedia.org/wiki/Monty_Python Monty Python (TV Show): https://en.wikipedia.org/wiki/Monty_Python%27s_Flying_Circus More Python? Check out these prior episodes: E52: Scientific Python: https://www.programmingthrowdown.com/2016/03/episode-52-scientific-python.html E139: Scientific Python with Guido Imperiale: https://www.programmingthrowdown.com/2022/07/139-scientific-python-with-guido.html If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★

ChatGPT has made a mark on the world as we know it, but that’s only the tip of the AI iceberg. Join us as we discuss how the field of artificial intelligence is growing – including some developments that might not be on your radar! 00:00:23 Introductions 00:02:01 Jason’s attic adventure 00:06:09 Comparing saws 00:10:57 Patrick’s surprisingly useful thing 00:12:21 SpaceX 00:17:31 Human motion diffusion model 00:20:47 37Signals 00:29:30 Polars 00:35:37 Books of the Show 00:46:11 Neon 00:50:33 Patrick’s player search 00:53:47 ChatGPT 01:17:12 The threat to Google 01:28:06 Jason and Patrick’s future prognostications 01:32:13 Farewells Resources mentioned in this episode: Join the Programming Throwdown Patreon community today: https://www.patreon.com/programmingthrowdown?ty=h News/Links: SpaceX Starship Static Test Fire Planned https://www.cnet.com/science/space/spacex-prepping-for-first-full-test-fire-of-its-mega-starship-rocket/ Human Motion Diffusion Model https://guytevet.github.io/mdm-page/ 37Signals Leaving the Cloud and Details Cloud Costs https://twitter.com/dhh/status/1613508201953038337 Polars: DataFrames in Rust https://docs.rs/polars/latest/polars/index.html Book of the Show: Jason: Build by Tony Fadell https://amzn.to/3wpLnLW Patrick: Age of Myth by Michael Sullivan (Riyria) https://amzn.to/3HlEsJ5 Tool of the Show: Jason: Neon: Serverless Postgres: https://neon.tech/ Patrick: 7 Billion Humans (Steam): https://store.steampowered.com/app/792100/7_Billion_Humans/ If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/ Reach out to us via email: programmingthrowdown@gmail.com You can also follow Programming Throwdown on Facebook | Apple Podcasts | Spotify | Player.FM Join the discussion on our Discord Help support Programming Throwdown through our Patreon ★ Support this podcast on Patreon ★