Welcome back to Multimodal!  Today's very special guest is David Shapiro.  He's an author, IT professional, and frequent OpenAI community forums contributor.  In this wide ranging discussion, we discuss the art of prompt design, his thoughts on InstructGPT, OpenAI codex, his new book, the OpenAI community at large, and share thoughts on fine tuning and so much more.   Podcast Discussion Timestamps 00:00 - Intro 02:48 - How David heard about OpenAI's GPT-3 05:57 - David's first time trying GPT-3/his favourite use cases 10:38 - Did GPT-3 feel advanced to you? 15:00 - What are the keys to great GPT-3 prompt design? 18:34 - How do you become a better writer? 25:43 - GPT-3: The end of the socially awkward developer (?) 30:16 - Is GPT-3 Prompt Design Over? (Chatting About InstructGPT) 34:21 - Open Fine Tuning Lessons Learned 42:00 - OpenAI Codex / David's Billion Dollar Use Case Idea 50:00 - Which AI Models David is using currently 53:15 - David's Book - Natural Language Cognitive Architecture 1:01:25 - What is the pathway from now to true AGI? 1:08:41 - Thoughts/feedback about the OpenAI Community Forums 1:18:40 - My Feedback on OpenAI's Community Forums 1:22:00 - My Feedback on OpenAI's Community Forums II #hottake  1:24:46 - Multimodal AI technology 1:27:43 - What would you do with Multimodal AI? 1:32:38 - Where do you see all of this stuff going? 5-10 years 1:35:24 - Closing thoughts   Show Notes/Links OpenAI: https://openai.com/blog/instruction-following/ https://openai.com/blog/openai-codex/ https://beta.openai.com/docs/guides/fine-tuning Fine tuning notes: https://bakztfuture.substack.com/p/openai-fine-tuning-feedbacknotes GPT-3 navigates the New York subway by Mark Ryan: https://www.youtube.com/watch?v=Xzb1Vc8dYAY The Language Instinct: How the Mind Creates Language by Steven Pinker  https://www.amazon.ca/Language-Instinct-How-Mind-Creates/dp/1491514981 My Biggest 2022 Prediction: GPT-3 will take over schools and college campuses https://bakztfuture.substack.com/p/my-biggest-2022-prediction-gpt-3 GPT-3 - The End of the Socially Awkward Developer (?) https://bakztfuture.substack.com/p/gpt-3-the-end-of-the-socially-awkward GPT-3 Twitter Spaces Event: https://twitter.com/bakztfuture/status/1491260407579054087?cxt=HHwWjsDU1ZHcgrIpAAAA   Follow David Shapiro (daveshapautomator):   https://www.davidkshapiro.com/home    https://www.linkedin.com/in/dshap-automator/   https://github.com/daveshap    https://community.openai.com/u/daveshapautomator/summary   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

Welcome back to Multimodal!  We start off the podcast by talking about the current tense global geopolitical situation, the decline of google search results (and the GPT-3 opportunity as a result of this), OpenAI's new Embeddings API Endpoint, and the InstructGPT announcement which has significant implications for the language model space.   In this episode, I discuss a few topics: 00:00 - Intro 02:15 - Tense Geopolitical Situation between the USA, Russia, and Ukraine 08:14 - Why I sometimes use GPT-3 instead of Google Search 15:19 - OpenAI's New Embeddings API Endpoint 21:07 - InstructGPT Announcement, Fine Tuning Research   2022 Predictions Article: https://bakztfuture.substack.com/p/gpt-3multimodalopenai-predictions Tweet about Google Search results: https://twitter.com/bakztfuture/status/1483590498396823557 OpenAI's embeddings endpoint: https://openai.com/blog/introducing-text-and-code-embeddings/ Sam Altman Tweet about the future of search: https://twitter.com/sama/status/1486557423674347525 Instruct GPT announcement: https://openai.com/blog/instruction-following/   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

Welcome back to Multimodal!  We start off the podcast by talking about the pace/rhythm we're seeing so far in the GPT-3/multimodal space, then talking about very specific GPT-3 related topics such as language model insurance and OpenAI's policies around bringing your own API key.   In this episode, I discuss a few topics: 00:00 - Intro 01:48 - "we're not moving fast enough" tweet 07:48 - GPT-3/Large Scale Language Model Business Insurance Idea 20:03 - Discussing OpenAI's Bring Your Own Key Policy   "not moving fast enough" tweet: https://twitter.com/bakztfuture/status/1481428332222853122 GPT-3/Large Scale Language Model Business Insurance: https://bakztfuture.substack.com/p/gpt-3large-scale-language-model-business Vova Zakharov: https://twitter.com/vovahimself   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

Happy new year!  In this episode, I discuss a few topics: 00:00 - Intro 01:54 - Podcast Housekeeping 5:28 - Personal Update for the 2022 New Year 8:20 - Note of Compassion about the current socio economic challenges of 2022 11:07 - OpenAI Glide Research Paper Announcement 16:40 - GPT-3/Multimodal/OpenAI Predictions for 2022 33:19 - More GPT-3 Predictions 35:41 - Github Copilot > GPT-3 (?)   Note of compassion tweet: https://twitter.com/bakztfuture/status/1478380475425173512 OpenAI Glide: https://github.com/openai/glide-text2im https://arxiv.org/abs/2112.10741 DALL-E Discord Community: https://discord.gg/FCJW2JAu 2022 Predictions: https://bakztfuture.substack.com/p/gpt-3multimodalopenai-predictions More Predictions Tweet: https://twitter.com/bakztfuture/status/1476683313880264708     Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

In this episode, I discuss the OpenAI announcement today.  They announced that GPT-3 has been opened up to the public.  I share my personal story with GPT-3, my excitement for others to try out GPT-3, and share two predictions I have about how the community may evolve over the next few months.   Please note, you must be 18 years or older in order to use GPT-3 or the OpenAI platform, it is clearly mentioned in the OpenAI terms of service agreement.    OpenAI signup: https://beta.openai.com/signup     Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

This week in the podcast, I'm discussing the latest research developments coming from OpenAI as well as the new cryptocurrency started by OpenAI CEO Sam Altman. 02:32 - OpenAI Codex last episode follow up 09:30 - Sam Altman's Worldcoin / Conspiracy Theory about the purpose of this cryptocurrency 17:54 - "Math GPT-3" Review Carp: https://arxiv.org/abs/2110.03111 GPT-3 vs OpenAI codex on Google trends: https://trends.google.com/trends/explore/TIMESERIES/1634520000?hl=en-GB&tz=240&date=all&geo=CA&q=gpt-3,openai+codex&sni=3 Codex polls: https://twitter.com/bakztfuture/status/1450814233231314948 https://www.youtube.com/user/bakztfuture/community Worldcoin - https://worldcoin.org/ "Math GPT-3" blog post - https://openai.com/blog/grade-school-math/   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

Is OpenAI Codex fizzling out? Today, I explore potential reasons why this could be the case.   05:42 - GPT-3 product launch vs. OpenAI Codex product launch 09:30 - What do I believe may be the cause of OpenAI Codex fizzling out? Reason #1 ... 10:28 - Reason #2 12:15 - Reason #3 13:34 - OpenAI codex use cases 14:40 - The best use case for OpenAI Codex 18:31 - OpenAI Codex UI 20:50 - OpenAI Codex Javascript Sandbox is awesome 22:20 - Zero shot code generation   GPT-3 vs OpenAI codex on Google trends: https://trends.google.com/trends/explore/TIMESERIES/1634520000?hl=en-GB&tz=240&date=all&geo=CA&q=gpt-3,openai+codex&sni=3   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

Chatting about GPT-3, YouTube Content Creation, Codex, and Multimodal AI with my friend Sandra Kublik!   Podcast breakdown: 02:10 - discussing Sandra's latest (trippy) video 13:14 - Thoughts about GPT-3 22:08 - OpenAI Codex early impressions 31:35 - Thoughts on DALL-E 37:31 - Kairos Data Labs and Sandra's upcoming book on GPT-3   Sandra Kublik: Linkedin https://www.linkedin.com/in/sandrakublik/ Youtube https://www.youtube.com/c/technocratic Twitter https://twitter.com/sandra_kublik/ Instagram https://www.instagram.com/sandra_kublik/   Kairos Data Labs: Linkedin https://www.linkedin.com/company/79707767/ Twitter https://twitter.com/KairosDataLabs Nextgrid: https://nextgrid.ai/ https://www.meetup.com/pl-PL/Deep-Learning-Labs/     Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

And that's a wrap!  All 19 videos of GPT-X, DALL-E, and our Multimodal Future have been released.   In this episode I talk about: the upcoming clubhouse event I'm throwing to discuss the future of AI and Creativity recap and expand on all the videos in this series talk about the future of this podcast Check out the series at https://www.youtube.com/playlist?list=PLza3gaByGSXjUCtIuv2x9fwkx3K_3CDmw    Clubhouse Free Event Link: https://www.clubhouse.com/event/PN6bAp0l Please note the event will now be at 1 PM EST not 4 PM EST like it was originally scheduled.   Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​

In today's episode, I took a break from discussing GPT-X, DALL-E, and our Multimodal Future to talk with my friend Kemal Ahmed who is a technologist running for office as the NDP Candidate for the York Centre riding.  Kemal may also be the first Canadian Politician ever to use GPT-3 as a part of his political campaign.   We discuss various topics like: Increased housing prices What it's like being a millenial nowadays in the Greater Toronto Area What he thinks about GPT-3, how he's using it in his political campaign His thoughts on AI and governance Why it's important for technologists to run for office in the future Kemal Ahmed   https://kemalahmed.ca/   https://twitter.com/kemalahmedproud   https://kemalahmed.ca/volunteer/     Subscribe to the Multimodal Podcast!   Spotify - https://open.spotify.com/show/7qrWSE7ZxFXYe8uoH8NIFV Apple Podcasts - https://podcasts.apple.com/us/podcast/multimodal-by-bakz-t-future/id1564576820 Google Podcasts -  https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkLnBvZGJlYW4uY29tL2Jha3p0ZnV0dXJlL2ZlZWQueG1s Stitcher - https://www.stitcher.com/show/multimodal-by-bakz-t-future Other Podcast Apps (RSS Link) - https://feed.podbean.com/bakztfuture/feed.xml   Connect with me: YouTube - https://www.youtube.com/bakztfuture Substack Newsletter - https://bakztfuture.substack.com​ Twitter - https://www.twitter.com/bakztfuture​ Instagram - https://www.instagram.com/bakztfuture​ Github - https://www.github.com/bakztfuture​