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Scaling Knowledge

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by Moritz Wallawitsch

11 episodes

Updated Daily

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Podcast Overview

Scaling Knowledge is a blog and podcast about progress, epistemology, and AI. more at https://scalingknowledge.substack.com/about

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Publishing Since

9/17/2022

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Recent Episodes

July 23, 2023

AI, Airships, Knowledge Retrieval, & More w/ Anton Troynikov, Founder @ Chroma

Anton on Twitter: <a href="https://twitter.com/atroyn" target="_blank" rel="noopener noreferer">https://twitter.com/atroyn</a> Moritz on Twitter: <a href="https://twitter.com/MoritzW42" target="_blank" rel="noopener noreferer">https://twitter.com/MoritzW42</a> Scaling Knowledge: <a href="https://scalingknowledge.substack.com/" target="_blank" rel="noopener noreferer">https://scalingknowledge.substack.com</a> Mentioned Resources <ul> <li>Unlimiformer: Long-Range Transformers with Unlimited Length Input: <a href="arxiv.org/abs/2305.01625" target="_blank" rel="noopener noreferer">arxiv.org/abs/2305.01625</a></li> <li>Memorizing Transformers: <a href="arxiv.org/abs/2203.08913" target="_blank" rel="noopener noreferer">arxiv.org/abs/2203.08913</a></li> <li>Chroma: <a href="https://www.trychroma.com/" target="_blank" rel="noopener noreferer">https://www.trychroma.com</a></li> <li>⁠You and your Research⁠: <a href="https://www.cs.virginia.edu/~robins/YouAndYourResearch.html" target="_blank" rel="noopener noreferer">https://www.cs.virginia.edu/~robins/YouAndYourResearch.html</a></li> <li>Against Method⁠: <a href="https://en.wikipedia.org/wiki/Against_Method" target="_blank" rel="noopener noreferer">https://en.wikipedia.org/wiki/Against_Method</a></li> </ul> Contents: (00:00) Preview (01:14) Introduction (06:13) Edech (12:12) Airchips cost structure (24:06) Techno Optimism (25:09) Convenience vs Enabling Technology (31:13) Chroma and LLM Landscape (35:37) Minecraft Bot (37:05) Knowledge Retrieval (39:38) New Knowledge Retrieval Research and Techniques: (Direct Retrieval Augmentation of Transformers, Conditional Retrieval) (42:35) AI Native Platforms (45:43) Theorem Proving and Generation (49:40) Do LLMs Reason (52:18) Computational Complexity and LessWrong (53:58) Frameworks and Taking Your Work Seriously (55:53) Job Displacement and Jobs Supply vs Demand Side (58:29) The Printing Press

July 22, 2023

The Myth of Artificial Intelligence with Erik J. Larson

Twitter: <a href="https://twitter.com/MoritzW42/" target="_blank" rel="noopener noreferer">Moritz (@moritzW42)</a> Blog: <a href="https://scalingknowledge.substack.com" target="_blank" rel="noopener noreferer">https://scalingknowledge.substack.com</a> ---- About Erik: <a href="https://en.wikipedia.org/wiki/Erik_J._Larson" target="_blank" rel="noopener noreferer">https://en.wikipedia.org/wiki/Erik_J._Larson</a> Erik's book: <a href=" https://www.amazon.com/Myth-Artificial-Intelligence-Computers-Think/dp/0674983513" target="_blank" rel="noopener noreferer">https://www.amazon.com/Myth-Artificial-Intelligence-Computers-Think/dp/0674983513</a> Transcript: <a href="https://scalingknowledge.substack.com/i/135360356/transcript-rawapproximation" target="_blank" rel="noopener noreferer">https://scalingknowledge.substack.com/i/135360356/transcript-rawapproximation</a> ---- Content (00:00) Preview (01:33) Intro (06:55) Unpredictability of Invention (10:09) Limits of Deep learning progress (12:59) Abduction (16:45) Creativity and Serendipity (19:16) Neumann on Self Improving Machines (24:30) His upcoming book (26:40) Progress & Innovation decentralisation (28:21) Neurosymbolic AI (30:29) AI research progress (33:16) Automation, Displament, and Alienation (34:58) Outro

July 14, 2023

The Almanack of Keith Rabois

Created with <a href="https://www.wondercraft.ai/" target="_blank" rel="noopener noreferer">wondercraft.ai</a> (get 50% off with SCALINGKNOWLEDGE50) Keith Rabois <ul> <li>Twitter: <a href="https://twitter.com/rabois" target="_blank" rel="noopener noreferer">twitter.com/rabois</a></li> <li>Wikipedia: <a href="https://en.wikipedia.org/wiki/Keith_Rabois" target="_blank" rel="noopener noreferer">wikipedia.org/wiki/Keith_Rabois</a></li> </ul> Mo Golshan <ul> <li><a href="https://mogolshan.notion.site/Lessons-from-Keith-Rabois-2b867858346448998d23f51beee3470a" target="_blank" rel="noopener noreferer">OG written content version</a></li> <li>Mo's twitter: <a href="https://twitter.com/mogolshan" target="_blank" rel="noopener noreferer">twitter.com/mogolshan</a></li> </ul> Mentioned links: <ul> <li>Interview with John Sculley on Apple and Steve Jobs: <a href="http://www.cultofmac.com/john-sculley-on-steve-jobs-the-full-interview-transcript/63295">John Sculley On Steve Jobs, The Full Interview Transcript | Cult of Mac</a> </li> </ul> <ul> <li>Read The Cognitive Style of PowerPoint by Edward Tufte: <a href="http://www.edwardtufte.com/tufte/powerpoint">http://www.edwardtufte.com/tufte/powerpoint</a> </li> </ul> <ul> <li>Achieving Business Success One Person at a Time* by Peter Engel: <a href="http://www.amazon.com/Exceptional-Individual-Peter-Engel/dp/0312182384/ref=sr_1_6?ie=UTF8&s=books&qid=1269995065&sr=8-6">The Exceptional Individual: Achieving Business Success One Person at a Time by Engel, Peter</a></li> </ul> <ul> <li>Advisory board: <a href="http://www.bothsidesofthetable.com/2009/10/12/should-your-startup-have-an-advisory-board/">Should Your Startup Have an Advisory Board? | by Mark Suster | Both Sides of the Table</a> </li> </ul> <ul> <li>Essay on hiring great PMs: <a href="http://www.kennethnorton.com/essays/productmanager.html">How to Hire a Product Manager: the Classic Essay by Ken Norton</a> </li> <li>What is more important for a start-up: quality of team or size of market? <a href="http://pmarca-archive.posterous.com/the-pmarca-guide-to-startups-part-4-the-only">pmarca archive.posterous.com/the pmarca guide to startups part 4</a></li> <li>How to Raise money before launch? <a href="https://medium.com%2F@medium.com/@zebulgar/how-to-raise-money-before-launch-a3544ef4dba6">How to raise money before launch. by Delian Asparouhov</a></li> <li>Should a student finish college or go work for a startup if given the chance to work for a YC, TechStars alumni? <a href="http://paulgraham.com/mit.html">A Student's Guide to Startups</a> </li> </ul> Content: (00:00): Intro (01:00): Navigating the Ambitious Problem-Solving Journey: From Start to Success (28:34): Navigating Startup Operations: From Team Building to Executive Hiring (28:58): "Lessons on Assembling Your Founding Team: Complimentary Co-founders, Cult Creation, and Problem Solving" (01:41:31): "Exploring Venture: Lessons on Assembling Founders, Succeeding in Early Stage Investing, and Venture Capital" (01:41:53): "Assessing Extraordinary Founders: Traits, Strategies, and Unconventional Qualities" (02:34:31): "Productivity and Life Advice: Strategies for Success in Venture and Beyond" (02:34:50): Contrarian Thinking and Managing Time: Lessons for Success (03:06:20): Outro

11 total episodes available

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What is Scaling Knowledge?: Scaling Knowledge is a blog and podcast about progress, epistemology, and AI. more at https://scalingknowledge.substack.com/about
How often does this podcast release new episodes?: This podcast updates daily.
Where can I listen to this podcast?: This podcast is available on 4 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
Does this podcast accept guests?: Yes, this podcast regularly features guests.

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