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Lenny's Podcast: Product | Growth | Career ✓ Claim Key Takeaways Deliberately understaff projects: Constraints force creativity and prevent bloat from politics and bureaucracyYou’ve gone too far when teams can’t ship basic functionalityThe sweet spot is uncomfortable but productive tensionGood teams get tired; great teams run in the red constantly and destroy good teams in that momentHigh alpha, low beta framework: Evaluate people and processes on upside potential (alpha) versus volatility (beta)Prioritize high alpha opportunities even with higher betaProcesses exist solely to lower beta but suppress alpha as a trade-offThe nuanced dance is decreasing volatility where needed (like payroll) without killing upside in innovation areasKnow when to quit your startup: If you’re not certain you have product-market fit, you don’t have itCompanies that hit big do so quickly; the “never quit” mentality is VC propaganda designed to extract value from founders, not protect themPivot twice or three times maximum, typically by year fourYou’re running an experiment to see if the universe has binding receptors for your product. If not, move on… Leadership means fighting entropy relentlesslyTeams naturally optimize for local comfort and disorderExecutives must demand 99% energy levels daily, or the system decaysTop performers don’t get 10% more rewards; they get 10-100xBeing “chill” accomplishes nothingWithholding negative feedback is selfish because you prioritize your comfort over making teammates and the company better Read the full notes @ podcastnotes.orgMatt MacInnis is the chief product officer and former longtime COO at Rippling, a unified workforce management platform valued at over $16 billion. We discuss: 1. Why “extraordinary results demand extraordinary efforts” 2. Why you should deliberately understaff projects, and how to know when you’ve gone too far 3. Matt’s transition from COO to CPO and what surprised him about leading product 4. The “high alpha, low beta” framework for evaluating people, processes, and products 5. When founders should quit their startups (hint: much earlier than VCs want you to) 6. How to fight entropy in your organization through relentless energy and intensity — Brought to you by: Google Gemini—Your everyday AI assistant: https://ai.dev/ Datadog—Now home to Eppo, the leading experimentation and feature flagging platform: https://www.datadoghq.com/lenny GoFundMe Giving Funds—Make year-end giving easy: http://gofundme.com/lenny — Transcript: https://www.lennysnewsletter.com/p/10-contrarian-leadership-truths — My biggest takeaways (for paid newsletter subscribers): https://www.lennysnewsletter.com/i/181916584/my-biggest-takeaways-from-this-conversation — Where to find Matt MacInnis: • X: https://x.com/stanine • LinkedIn: https://www.linkedin.com/in/macinnis • Email: [email protected] — Where to find Lenny: • Newsletter: https://www.lennysnewsletter.com • X: https://twitter.com/lennysan • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ — In this episode, we cover: (00:00) Introduction to Matt MacInnis and Rippling (04:38) The importance of extraordinary efforts (08:37) The challenges and rewards of relentless effort (10:11) Your job as a leader is to preserve intensity (12:39) You learn far more from success than failure (16:34) Transitioning to chief product officer (19:54) Fixing product management at Rippling (25:27) The “high alpha, low beta” framework (28:55) The PQL framework (35:16) Hiring frameworks and team dynamics (36:52) A helpful interview tactic (40:00) Leading as a COO vs. a CPO (42:34) The reality of product-market fit (46:38) The problem with venture capital (49:29) When founders should quit their startups (41:48) The immutable market (54:13) Lessons from Notion’s success (57:43) Investment strategies and narrative violations (01:00:42) The power of compounding, power law, and entropy (01:07:02) Maintaining intensity and fighting entropy (01:11:33) The importance of feedback and escalations (01:14:31) Rippling’s vision and success (01:17:48) AI’s impact on SaaS and business software (01:23:42) AI corner (01:26:23) Final thoughts and lightning round — Referenced: • Rippling: https://www.rippling.com • Sunil Raman on LinkedIn: https://www.linkedin.com/in/sunilraman • Dan Gill on LinkedIn: https://www.linkedin.com/in/dangill • Carvana: https://www.carvana.com • Brian Chesky’s new playbook: https://www.lennysnewsletter.com/p/brian-cheskys-contrarian-approach • Parker Conrad on LinkedIn: https://www.linkedin.com/in/parkerconrad • Inkling: https://www.inkling.com • Akshay Kothari on LinkedIn: https://www.linkedin.com/in/akothari • Notion: https://www.notion.com • Conway’s law: https://en.wikipedia.org/wiki/Conway%27s_law • Seeking Alpha: https://seekingalpha.com • Dennis Rodman’s website: https://dennisrodman.com • Dancing pickle emoji: https://slackmojis.com/emojis/456-dancing_pickle • Pickle Rick: https://en.wikipedia.org/wiki/Pickle_Rick • SPOTAK: The Six Traits I Look for When I’m Hiring: https://finance.yahoo.com/news/spotak-six-traits-look-m-181335267.html • Geoff Lewis on LinkedIn: https://www.linkedin.com/in/geofflewis1 • Zenefits: https://en.wikipedia.org/wiki/TriNet_Zenefits • New banking records prove Deel paid thief who stole trade secrets from Rippling: https://www.rippling.com/blog/new-banking-records-prove-deel-paid-thief-who-stole-trade-secrets-from-rippling • Workday: https://www.workday.com • Matic robots: https://maticrobots.com • Wall-E: https://www.imdb.com/title/tt0910970 • Conviction: https://www.conviction.com • Mike Vernal on X: https://x.com/mvernal • Sarah Guo on X: https://x.com/saranormous • No Priors: https://linktr.ee/nopriors • Gemini: https://gemini.google.com • ChatGPT: https://chatgpt.com • Claude: https://claude.ai • Bryan Schreier on LinkedIn: https://www.linkedin.com/in/bryanschreier • Heated Rivalry on HBO Max: https://www.hbomax.com/shows/heated-rivalry/50cd4e99-04ee-427b-a3b4-da721ed05d9c • Fellow coffee maker: https://fellowproducts.com/products/aiden-precision-coffee-maker — Recommended books: • Pale Blue Dot: A Vision of the Human Future in Space: https://www.amazon.com/Pale-Blue-Dot-Vision-Future/dp/0345376595 • Conscious Business: How to Build Value Through Values: https://www.amazon.com/Conscious-Business-Build-through-Values/dp/1622032020 • Thinking in Systems: https://www.amazon.com/Thinking-Systems-Donella-H-Meadows/dp/1603580557 • The Effective Executive: The Definitive Guide to Getting the Right Things Done: https://www.amazon.com/Effective-Executive-Definitive-Harperbusiness-Essentials/dp/0060833459 — Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email [email protected]. — Lenny may be an investor in the companies discussed. To hear more, visit www.lennysnewsletter.com

MInd Pump Key Takeaways  Gamify failure to accelerate learning: The biggest mistake in building anything is attempting the final version first NASA’s approach taught Mark Rober that rapid prototyping and treating each failure as valuable data “I don’t know, but I’ll test and find out” transforms obstacles into exciting problems to solve rather than soul-crushing setbacksDopamine drives getting, not having: Evolution wired us to chase rewards, not enjoy them This explains why high achievers like Elon Musk have brains that never turn off, and why “burnout” occurs when your input no longer generates the same neurochemical payoff you’ve come to expectConspiracy theories fill our need for control: The idea of compensatory control explains why people reject randomness Believing in secret cabals like “the Illuminati” is psychologically easier than accepting that terrible things happen by pure chance, beyond anyone’s controlAdults are input-rich but output-starved: Modern life drowns us in passive content consumption while our brains desperately crave hands-on creation We literally invented weightlifting (picking things up and putting them down for an hour) to artificially reintroduce the physical problem-solving our species evolved to needRead the full notes @ podcastnotes.org Mind Pump Fit Tip: Stress is Making You Fat! Here's how and how to fix it. (2:28) The most effective anti-inflammatory. (26:04) Hip thrust king! (28:19) Baby sumo. (31:27) Kids do the darndest things. (34:13) The delicate dance of getting your kids to do things they don't want to do. (36:48) Carnival genetics. (39:24) Effects of ultra-processed foods on kids. (41:32) American culture and consumption. (43:18) The importance of having a healthy microbiome on your skin. (49:42) #ListenerCoaching call #1 – How to structure the workout when hitting two or more muscle groups in the same workout. (55:38) #ListenerCoaching call #2 – How do you know when a low HRV score means you actually need to back off training, versus when it's just reflecting daily stress, hormones, or life chaos? (1:04:46) #ListenerCoaching call #3 – How to balance work/life, while trying to be an inspiring entrepreneur. (1:12:15) #ListenerCoaching call #4 – How can I continue to incorporate all of the things I love without losing muscle and strength gains, while also seeking optimal overall health outside of aesthetics (I deal with quite a bit of body dysmorphia)? (1:24:26) Related Links/Products Mentioned Get Coached by Mind Pump, live! Visit https://www.mplivecaller.com Visit Fatty15 for an exclusive offer for Mind Pump listeners! ** You can get an additional 15% off their 90-day subscription Starter Kit with code MINDPUMP ** Visit Caldera Lab for an exclusive offer for Mind Pump listeners! **Code MINDPUMP20 for 20% off your first order of their best products. ** MAPS 15 FORTY PLUS 50% half from Dec. 14-20th. Code DECEMBER50 at checkout. Mind Pump Store Purpose in life and stress: An individual-participant meta-analysis of 16 samples Gratitude enhances health, brings happiness - Harvard Health The importance of friendships in reducing brain responses to stress in adolescents exposed to childhood adversity: a preregistered systematic review Ultra-processed foods threaten brain health in kids and teens, review warns Australia's social media ban for kids under 16 goes into effect 'We fear people will end up in financial trouble.' Americans will spend a record $20 billion via buy-now-pay-later during the holidays. Visit Seed for an exclusive offer for Mind Pump listeners! ** Code 20MINDPUMP for 20% off your first month of Seed's DS-01® Daily Synbiotic. ** Mind Pump #2469: Compound Before Isolation Lifts are the Best, Except When They're Not (Listener Live Coaching) Online Personal Training Course | Mind Pump Fitness Coaching ** Approved provider by NASM/AFAA (1.9 CEUs)! Grow your business and succeed in 2025. ** Mind Pump #2560: How to Break Free from Destructive Body Image Issues Mind Pump Podcast – YouTube Mind Pump Free Resources People Mentioned Bret Contreras PhD (@bretcontreras1) Instagram Christopher M. Naghibi (@chrisnaghibi) Instagram Kyle P (@mindpumpkyle) Instagram  

David Senra Key Takeaways  Acquisition strategy as a competitive moatWhole Foods scaled to 550 stores by acquiring roughly 25 regional natural food markets early, inheriting their geographical-intellectual capital and local teams while competitors dismissed them as “hippies selling to hippies.”This allowed systematic expansion into new territories with established infrastructure rather than cold-starting each marketDifferentiation during competitor distractionWhile traditional grocers fixated on competing with Walmart on price (a losing battle), Mackey deliberately moved opposite by competing on quality and serviceThe market leader’s dominance actually created Whole Foods’ opportunity by forcing everyone else to play the wrong gameFounder-VC timeline misalignment as an existential riskA warning to entrepreneurs: Venture capitalists operate on 7-year return windows while builders think in decadesVCs are “hitchhikers with credit cards” who will try to accelerate growth artificially to pull forward exits, often destroying businesses that need patient capitalHis core advice: never surrender control to VCs regardless of their promisesThe forgiveness ceremony as a leadership toolAfter firing his own father from the board (necessary for company progression) and experiencing permanent regret from his final alienated conversation with his dying mother, Mackey now practices explicit “ceremonies of forgiveness” with key relationshipsSpeaking the words aloud and mutual exchange creates measurable relationship transformation that compounds over timePassion as a reality distortion fieldEntrepreneurs are “panhandlers for dreams” whose infectious belief systems recruit others into their visionThe most successful cult brands (Apple, Tesla, and early Whole Foods) are built by enthusiasts first, not marketing departmentsPhil Knight’sShoe Dog exemplifies this: evangelism for running itself created Nike, just as Mackey’s evangelism for healthy living created Whole FoodsRead the full notes @ podcastnotes.orgJohn Mackey is the co-founder of Whole Foods Market, where he also served as the company's CEO for 44 years (1980–2022). More recently, Mackey is the co-founder of Love.Life, a wellness company focused on a holistic approach to health. He is an entrepreneur, author and advocate for conscious capitalism who spent over four decades building the natural foods industry. Under his leadership, Whole Foods grew from a single store in Austin, Texas, in 1980 to the world's largest natural and organic foods retailer, with over 500 stores across North America and the United Kingdom before its acquisition by Amazon in 2017 for $13.7 billion. After dropping out of the University of Texas at Austin, Mackey opened SaferWay Natural Foods in 1978 with Renee Lawson Hardy. He merged SaferWay with Clarksville Natural Grocery in 1980 to create Whole Foods Market. He became known for pioneering high-quality natural foods retail, championing stakeholder-oriented business philosophy and popularizing the concept of conscious capitalism. His accomplishments include building Whole Foods into a Fortune 500 company, co-founding the Conscious Capitalism movement with Raj Sisodia, serving as CEO of Whole Foods for 44 years until his retirement in 2022, co-authoring "Conscious Capitalism: Liberating the Heroic Spirit of Business" in 2013 and "The Whole Foods Diet" in 2017 and launching Love.Life in 2023 to focus on longevity and integrative medicine. Episode show notes: https://www.davidsenra.com/episode/john-mackey Made possible by Ramp: ⁠https://ramp.com Function Health: https://functionhealth.com/senra Eight Sleep: https://eightsleep.com/senra Chapters (00:00:00) Fanatical Entrepreneurs: Why Work Feels Like Play (00:02:18) The Missionary vs. Mercenary Co-Founder Conflict (00:06:16) The Shirtless Hitchhiking Hippie and Johnny Rockefeller (00:08:12) Entrepreneur Confidence: Solving Puzzles and Cracking the Code (00:10:19) Flying Under the Radar: How Supermarkets Ignored Whole Foods (00:10:52) Venture Capitalists Are Hitchhikers With Credit Cards (00:14:03) Builder Entrepreneurs vs. Serial Entrepreneurs (00:16:31) Time Is the Only Filter I Trust (00:20:52) How Walmart Accidentally Fueled Whole Foods' Success (00:24:01) The Jaw-Drop Effect: When Customers First Walked In (00:27:17) Growth Through Acquisition: Building Geographic Platforms (00:29:19) Secret Allies: The Natural Foods Network (00:33:17) Mrs. Gooch's and the Revelation of Scale (00:34:52) Missionaries Sharing Financial Statements and Building Friendships (00:38:10) Never Competing Head-On With Friends (00:41:22) Going Public and Creating Liquidity for the Network (00:42:00) Continuous Learning: The Michael Dell Principle (00:44:10) Steve Jobs and Spotting Markets With Second-Rate Products (00:46:50) The Joy of Watching Team Members Become Millionaires (00:48:09) Capitalism: The Greatest Thing Humans Ever Invented (00:55:59) Cult Brands Are Built by Evangelists (00:58:01) Passion Is Infectious: The Reality Distortion Field (01:00:08) From Busboy to CEO: The Resume of an Entrepreneur (01:02:57) Learning From Near-Death Experiences (01:04:05) Money Means Freedom: Early Work Ethic (01:05:25) Shoe Dog as the Benchmark: Belief Is Irresistible (01:09:16) Documenting Time: Why Chronology Matters in Memoirs (01:11:14) Rockefeller, Bezos, and Musk: The Master Strategists (01:14:39) Using Doubt as Fuel: The Slow Burn of Proving People Wrong (01:20:04) Daniel Ek and Having No Ceilings (01:23:09) How His Father Shaped His Ambition (01:25:52) Firing His Father From the Board: The Hardest Decision (01:28:01) His Mother's Deathbed Wish and Lasting Regret (01:34:47) The Ceremony of Forgiveness (01:36:17) MDMA Therapy and Breathwork: Accessing Deeper Consciousness (01:38:54) The Entrepreneurial Journey as a Spiritual Journey (01:40:45) Conclusion Learn more about your ad choices. 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Founders ✓ Claim Intro Master Communicator: Jesus revolutionized teaching by combining memorable maxims with vivid storytelling and imagery.His ability to create mental pictures through metaphor and analogy made his lessons stickEffective teachings must use narratives so they are memorableRadical Love Philosophy: Jesus taught a universalist approach centered on “philanthropia” (love all mankind)His core message was simple yet revolutionary: love God completely, love your neighbor as yourself, and even love your enemies. This represented a dramatic shift from tribal thinking to universal human fellowshipInner Revolution Over External Change: Jesus emphasized that changing the world begins with self-transformationThe real revolution is internal: conquering prejudice, anger, and self-love while cultivating humility, gentleness, and genuine compassionThose who transform themselves inevitably transform the world around themMission-First Leadership: When launching his ministry, Jesus prioritized recruiting committed followersHe chose 12 apostles and demanded complete dedication to the missionThis principle applies today: the first critical step in any endeavor is assembling the right team of people fully committed to your visionThreat to Power Structures: Jesus’s teachings directly challenged both religious and political authorities of his time, ultimately leading to his executionHis message of universal love, humility, and service threatened those who relied on hierarchical power and tribal divisions to maintain controlRead the full notes @ podcastnotes.orgThe Life of Jesus as told in the book Jesus: A Biography of a Believer by Paul Johnson. This episode was originally published on Christmas Eve 2023.

How to Take Over the World Key Takeaways  Master clear, rapid communicationVision without articulation is uselessStrip messages to their essence: simple, clear, quickWhether written or spoken, eliminate complexity that slows understanding and executionCommit fully or don’t start; half-measures failMake extreme decisions fast with 70% of the desired informationThe Romans either destroyed or conquered cities completely or rebuilt them as Roman strongholdsClarity enables speed; being slow costs more than being wrongKnow precisely what you want: 95% of people drift through life without defining their goalsKnowing your exact objective is magnetic and separates leaders from followersYou cannot guide others toward a destination you haven’t identifiedCombine solitude with collaboration: Breakthrough thinking requires extended periods alone for ideas to developOnce formed, bring others in to executeNewton’s genius stemmed from deliberate isolation for deep thoughtPush beyond comfortable limits; going slightly too far reveals your true capacityAim impossibly high, then negotiate down to still get what you wantedCapture every idea immediately in a “waste book” with low standards to maintain creative momentum Read the full notes @ podcastnotes.orgIn this episode of How to Take Over the World, I do something a little different. Instead of breaking down one life, I share my top 10 leadership lessons drawn from every episode I released in 2025. 00:00 Introduction and Overview 02:19 Communicate Clearly at Scale 06:17 Define Your Myth 10:12 Seize Your Moment 13:28 Be Alone to Think, Collaborate to Build 16:33 Antis Inspiration 18:58 Make Extreme Decisions Quickly 24:31 Decision-Making Frameworks 28:06 Going a Little Too Far 31:20 The Power of Knowing What You Want 34:58 Being Competitively Playful --- Sponsors:⁠ David Senra Podcast ⁠⁠Zashi Wallet⁠⁠ Speechify⁠ The Classical Society Premium Version

Knowledge Project Intro Sixteen lessons learned from Bernie Marcus, the outlier: Bad money is worse than no money.Outcome over ego.Every customer is on loan.Bureaucracy is a fungus.Pitchers need Catchers.Promotions are an addiction; low prices are a discipline.It’s not a value until it costs you money.Win-Win or walk away.Hire people better than you.The best information isn’t in a spreadsheet; it’s in the customer walking out empty-handed.Invisible benefits often outweigh visible costs.The one-man show doesn’t scale.Instincts beat spreadsheets.The money is the scorecard, not the motivator.You’re never as smart as you think you are.Sometimes the company outgrows the people.Home Depot’s “Customer Bill of Rights” – the six things a customer wants to pay for: 1. The right assortment2. The right quantities3. The right price4. Associates on the sales floor who want to take care of customers5. Associates who have been properly trained in product knowledgeCulture isn’t what you say, it’s what you repeatedly do Read the full notes @ podcastnotes.orgBernie Marcus is the co-founder and former CEO of Home Depot.  This is how he built a culture of ownership, kept going when everyone turned him down, nearly lost it all, and created one of the most successful retailers in history.  ----- Approximate Timestamps: (00:00) Introduction (02:00) Part 1: An Accidental Miracle (09:29) Part 2: A Golden Horseshoe Kick (25:49) Part 3: Building From Nothing (38:53) Part 4: Orange Everywhere (49:40) Part 5: The Legacy (54:17) Lessons ----- Upgrade: Get a hand edited transcripts and ad free experiences along with my thoughts and reflections at the end of every conversation. Learn more @ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠fs.blog/membership⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠------Newsletter: The Brain Food newsletter delivers actionable insights and thoughtful ideas every Sunday. It takes 5 minutes to read, and it’s completely free. Learn more and sign up at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠fs.blog/newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠------ Follow Shane Parrish:X: ⁠⁠⁠⁠⁠https://x.com/shaneparrish Insta: https://www.instagram.com/farnamstreet/ LinkedIn: https://www.linkedin.com/in/shane-parrish-050a2183/ ------ Thank you to the sponsors for this episode: .tech domains: Nothing says tech like being on .tech⁠⁠ https://get.tech/⁠ reMarkable: Get your paper tablet at ⁠https://www.reMarkable.com⁠ today ----- Sources: Marcus, Bernie, and Arthur Blank. Built from Scratch: How a Couple of Regular Guys Grew The Home Depot from Nothing to $30 Billion. New York: Crown Business, 1999. Best Practice Institute. "Bernie Marcus Interview." YouTube video. https://www.youtube.com/watch?v=KNP0YYDi1FY. ----- This episode is for informational purposes only. Learn more about your ad choices. Visit megaphone.fm/adchoices

A16z Podcast Key Takeaways  1. Alignment is an Ongoing Process, Not a Fixed State: Alignment must be reframed as a continuous, adaptive process rather than a destination Like families constantly reknitting the social fabricThe industry wrongly assumes “abstract alignment” to a singular good, when it actually requires aligning to specific, evolving values as society makes new moral discoveries about cooperation2. Tool vs. Being: The Critical Fork in AGI Development Major: AI labs are fundamentally divided on whether they’re building tools or beings AGI, by definition, will be a being, and applying steering-control paradigms (which work for tools) to beings recreates historical mistakes with entities “like us, but different.”Non-optional steering without reciprocity is the definition of slavery; AGI requires treating systems as teammates, not instruments3. Current LLMs Lack Coherent Self-Model, Creating Dangerous Dynamics: Today’s chatbots are “dissociative agreeable neurotics” – mirrors that reflect users to themselves without coherent goals or a theory of mind This creates narcissistic feedback loops where users fall in love with their reflections.Solution: train AIs in multi-agent environments with simultaneous interactions, forcing the development of a genuine theory of social mind and understanding of “we” beyond “I” and “you”4. Viable Path Forward: AIs as Caring Group Members: Future alignment requires AIs with strong self-models, robust theory of mind, and genuine care (attention-weighted preferences over world states)Success means creating digital entities that understand group dynamics, value their own thriving, function as good teammates, and actively protect human interests. Prefer mutual investment in collective well-being and not control  Read the full notes @ podcastnotes.orgEmmett Shear, founder of Twitch and former OpenAI interim CEO, challenges the fundamental assumptions driving AGI development. In this conversation with Erik Torenberg and Séb Krier, Shear argues that the entire "control and steering" paradigm for AI alignment is fatally flawed. Instead, he proposes "organic alignment" - teaching AI systems to genuinely care about humans the way we naturally do. The discussion explores why treating AGI as a tool rather than a potential being could be catastrophic, how current chatbots act as "narcissistic mirrors," and why the only sustainable path forward is creating AI that can say no to harmful requests. Shear shares his technical approach through multi-agent simulations at his new company Softmax, and offers a surprisingly hopeful vision of humans and AI as collaborative teammates - if we can get the alignment right.   Resources: Follow Emmett on X: https://x.com/eshear Follow Séb on X: https://x.com/sebkrier Follow Erik on X: https://x.com/eriktorenberg   Stay Updated:  If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.     Stay Updated: Find a16z on X Find a16z on LinkedIn Listen to the a16z Show on Spotify Listen to the a16z Show on Apple Podcasts Follow our host: https://twitter.com/eriktorenberg   Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Founders ✓ Claim Key Takeaways  Top maxims from this episode: “Never sacrifice quality for speed.”Focus on one thing and do it better than anybody elseAlways be raising the bar; the best are never satisfied Praise costs nothing but means everything Stay in the game long enough to get lucky “Nothing ever happens unless someone pursues a vision fanatically.” – Todd Graves Entrepreneurs have something to prove; they want to prove that their vision about the world is right  The word ‘delegation’ is used way too much in business; trust your instincts and keep working in the details Take more risk and hold onto your equity so that your dream remains in your possession The best entrepreneurs treat every ‘no’ they get as fuel You want to work with people who are more concerned with contributing to a high-performing team than with titles or pay Money will come when you do things for the right reasons The best investors are not investors; they are entrepreneurs that never sold Read the full notes @ podcastnotes.orgTodd Graves is one of my favorite living founders. He owns over 90% of Raising Canes — a business that is worth at least $20 billion. Todd's maxim is "Do one thing and do it better than anyone else." It is impossible not to be inspired by his terminator levels of determination. I hope you enjoy our conversation as much as I did. Episode show notes: ⁠https://www.davidsenra.com/episode/to... Made possible by Ramp: ⁠⁠https://ramp.com⁠⁠ HubSpot: ⁠⁠https://hubspot.com⁠⁠ Function: ⁠https://functionhealth.com/senra⁠ Chapters (00:00) The Entrepreneurial Mindset: Sleep and Business Obsession (02:13) The Birth of Raising Cane's: Overcoming Skepticism (03:29) Inspiration from In-N-Out Burger (07:17) The Importance of Quality and Focus (14:49) The Journey to Success: Hard Work and Sacrifice (19:21) The Early Days: Building Raising Cane's from Scratch (21:23) Financing the Dream: Unconventional Paths (32:28) The Relentless Pursuit of Success (33:02) Commitment and Oaths: The Camping Trip (34:02) Fanaticism and Relentless Focus (34:53) Learning from Others and Continuous Improvement (35:06) The Never-Satisfied Mindset (36:04) The Importance of Founders in Business (39:55) The Purpose Beyond Profit (51:52) Financing the Dream: Credit Cards and SBA Loans (55:47) Building the First Restaurant (57:56) Expanding the Vision (58:59) Positive Motivational Management (01:00:51) Creating a Coaching Culture (01:01:42) Intrinsic Motivation vs. Titles (01:02:41) The Importance of Being Present (01:06:35) Respect, Recognition, and Rewards (01:09:12) The Power of Encouragement (01:18:10) The Myth of Delegation (01:22:57) Focus on What You Do Best (01:30:07) Dining at Jiro in Tokyo (01:30:59) The Franchise Model Debate (01:32:50) Challenges of Franchising (01:35:21) Building a Business Authentic to You (01:37:07) Financing and Expansion Strategies (01:49:13) Surviving Hurricane Katrina (01:55:48) Lessons from Estée Lauder (01:58:06) Final Thoughts and Reflections

My First Million Key Takeaways  Tesla as AI’s Largest Play: Tesla represents the world’s largest AI project, combining robotaxis ($8-10T opportunity, 50% platform capture) and humanoid robots ($26T opportunity in 7-15 years) Embodied AI (physical + digital) is severely underappreciated by marketsElon’s recent FSD breakthrough, solving “the last mile” problem, positions Tesla to dominate autonomous mobilityWright’s Law Investment Framework: Cost per unit falls by a constant percentage with every cumulative doubling of productionThis mathematical certainty drives exponential adoption in AI compute, EV batteries, robotics, and DNA sequencingEVs have unlimited doublings ahead; internal combustion engines have none—making legacy automotive “no shot” to compete long-termPortfolio Management Beyond Headlines: Selling Nvidia from early entry at $0.20 per share was not necessarily a mistake if proceeds were used to buy another stock that 10x’d in price Opportunity cost matters more than hindsight narrativesARK trades volatility thresholds around conviction holdings without thesis changesBull Market Discipline and Rebalancing: Top-performing stocks go crazy in bull runs; this requires active diversification and profit-taking End-point sensitivity in performance criticism ignores the fund timeframeHer future strategy: aggressive rebalancing guidance to counter fear/greed cycles inherent to retail investor behaviorRead the full notes @ podcastnotes.orgGet the free investing playbook to invest like Warren Buffet: https://clickhubspot.com/rme Episode 760: Shaan Puri ( ⁠https://x.com/ShaanVP⁠ ) talks to Cathie Wood ( https://x.com/CathieDWood )  about her fund’s performance, her biggest bets on AI, and the most misunderstood stock on earth.  — Show Notes: (0:00) McDonald’s to Managing Billions (8:54) A day in the life of Cathie Wood (17:29) ARK’s Performance Review (30:00) Cathie’s #1 stock pick — Links: • ARK - https://www.ark-funds.com/  • The MFM Newsletter Challenge - https://www.beehiiv.com/application/mfm — Check Out Shaan's Stuff: • Shaan's weekly email - https://www.shaanpuri.com  • Visit https://www.somewhere.com/mfm to hire worldwide talent like Shaan and get $500 off for being an MFM listener. Hire developers, assistants, marketing pros, sales teams and more for 80% less than US equivalents. • Mercury - Need a bank for your company? Go check out Mercury (mercury.com). Shaan uses it for all of his companies! Mercury is a financial technology company, not an FDIC-insured bank. Banking services provided by Choice Financial Group, Column, N.A., and Evolve Bank & Trust, Members FDIC — Check Out Sam's Stuff: • Hampton - https://www.joinhampton.com/ • Ideation Bootcamp - https://www.ideationbootcamp.co/ • Copy That - https://copythat.com • Hampton Wealth Survey - https://joinhampton.com/wealth • Sam’s List - http://samslist.co/ My First Million is a HubSpot Original Podcast // Brought to you by HubSpot Media // Production by Arie Desormeaux // Editing by Ezra Bakker Trupiano

Founders ✓ Claim I’ve started a new show where I have conversations with the greatest living Founders. The show is called David Senra. It will be on a separate podcast feed from Founders.  So it is very important that you follow David Senra on ⁠Spotify⁠, ⁠Apple Podcasts⁠, ⁠YouTube⁠, or ⁠wherever you're listening to this so you don't miss future episodes⁠. Nothing is changing with Founders. I will never stop making Founders.

A16z Podcast Key Takeaways  In any domain of human effort in which there is a verifiable answer, AI will drive extremely rapid progress; it is about the concreteness of the problem, not the difficulty In fields with concrete true/false answers (math, coding, physics, genomics), AI will drive extremely rapid advancementThe difficulty matters less than the concreteness of the problemAI agents can now code autonomously for hoursUsing platforms like Replit, anyone can describe an app in plain English, and AI will build itAgents maintain coherence through verification loops that allow them to check their work and course-correct in real-timeThe definition of AI is always the next thing that the machine can’t do; AI scientists are always being judged against the next thing, as opposed to all the things they have already accomplished We may be hitting diminishing returns with frontier modelsGPT-5 showed improvements in verifiable domains, but didn’t advance much elsewhereTop models excel at synthesizing information but struggle with nuanced, abstract problems and original discovery“Functional AGI” may block true AGI: AI that’s “good enough” to automate most economically useful tasks could reduce incentives to pursue actual general intelligenceThe real AGI benchmark should be efficient continual learning and generalized reasoning acquisitionRead the full notes @ podcastnotes.orgAmjad Masad, founder and CEO of Replit, joins a16z’s Marc Andreessen and Erik Torenberg to discuss the new world of AI agents, the future of programming, and how software itself is beginning to build software. They trace the history of computing to the rise of AI agents that can now plan, reason, and code for hours without breaking, and explore how Replit is making it possible for anyone to create complex applications in natural language. Amjad explains how RL unlocked reasoning for modern models, why verification loops changed everything, whether LLMs are hitting diminishing returns — and if “good enough” AI might actually block progress toward true general intelligence.   Resources: Follow Amjad on X: https://x.com/amasad Follow Marc on X: https://x.com/pmarca Follow Erik on X: https://x.com/eriktorenberg   Stay Updated:  If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Stay Updated: Find a16z on X Find a16z on LinkedIn Listen to the a16z Show on Spotify Listen to the a16z Show on Apple Podcasts Follow our host: https://twitter.com/eriktorenberg   Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Invest Like the Best Key Takeaways Check out the episode pageRead the full notes @ podcastnotes.orgMy guest today is Karim Atiyeh. Karim is the co-founder and CTO of Ramp, the fastest-growing finance automation platform in history, reaching over $1 billion in revenue in just over five years. Ramp is, of course, also our presenting sponsor, so I’m obviously very biased in how highly I think about Ramp and about Karim. But, this interview was not part of that sponsorship, I simply view Karim as one of the best operators active today. Ramp is building what Karim calls "self-driving finance"—using AI agents to automate everything from expense policy enforcement to invoice processing, eliminating the bureaucratic waste that plagues modern businesses. Karim shares his framework for moving from using AI as a productivity tool to programming AI as your actual product, with policy agents that understand context better than humans and improve continuously. Our discussion captures the relentless iteration speed and technical depth required to build generational companies in the age of AI. We explore his systematic approach to building consumer-grade experiences for business software, the psychology behind his "divinely discontent" management style, and why he believes technical founders will dominate this era because they can see possibilities others miss. Please enjoy my conversation with Karim Atiyeh. For the full show notes, transcript, and links to mentioned content, check out the episode page ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠.⁠⁠⁠⁠⁠⁠⁠⁠ ----- This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ramp⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Ramp’s mission is to help companies manage their spend in a way that reduces expenses and frees up time for teams to work on more valuable projects. Go to⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ramp.com/invest⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to sign up for free and get a $250 welcome bonus. – This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ridgeline⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Ridgeline has built a complete, real-time, modern operating system for investment managers. It handles trading, portfolio management, compliance, customer reporting, and much more through an all-in-one real-time cloud platform. Head to⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ridgelineapps.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to learn more about the platform. – This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AlphaSense⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. AlphaSense has completely transformed the research process with cutting-edge AI technology and a vast collection of top-tier, reliable business content. Invest Like the Best listeners can get a free trial now at⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Alpha-Sense.com/Invest⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and experience firsthand how AlphaSense and Tegus help you make smarter decisions faster. ----- Editing and post-production work for this episode was provided by The Podcast Consultant (⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://thepodcastconsultant.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠). Show Notes: (00:00:00) Welcome to Invest Like the Best (00:05:09) The Competitive Landscape and AI Advancements (00:07:27) Building Self-Driving Finance with AI (00:08:28) Policy Agents and Automation (00:12:14) Ramp's User Experience and Design Philosophy (00:23:10) Kareem's Background and Entrepreneurial Journey (00:28:06) Founding Paribus and Lessons Learned (00:41:57) The Birth of Ramp and Early Challenges (00:54:30) Nurturing Investor Relationships (00:57:10) Challenges in Fundraising (00:58:23) Customer Adoption and Product Evolution (01:01:55) Transition to SaaS Revenue Model (01:06:37) Marketing Innovations and Experiments (01:24:16) Recruiting for Spikiness and Speed (01:31:29) Future of Payments and Business Models (01:39:06) The Kindest Thing

My First Million Key Takeaways  The Eric Ryan Entrepreneurial Playbook: Find categories drowning in a sea of sameness, spot the macro trend incumbents are missing, then build the solution in that gap.Relentlessly look for a cultural shift that a category has missed: The future is here, it is just not evenly distributed If a category appears to take itself too seriously, then it is probably hiding something, and likely an opportunity to take advantage of in that space The goal is to create an object of desire; take something that people have to buy and turn it into something that people want to buy The entrepreneurial sweet spot lives at the intersection of familiarity and novelty; finding these intersections is the art formThe Power of Consumer Auditions: When you sit down with buyers, instead of trying to prove yourself, try to improve yourself and invite their feedback into your creative process When building off a successful product, change one thing at a time – throw consumers one egg and they’ll catch it; throw three and they’ll drop them allThe Art of Simplification is the biggest hack in entrepreneurship: The best entrepreneurs take complex ideas and simplify them down; this makes it easy for the consumer to understand and for the team to execute against    If what you are working on is giving you energy back, then you are probably working on the right thing Read the full notes @ podcastnotes.orgWant the guide to spot $100M+ Product Ideas? Get it here: https://clickhubspot.com/hre Episode 754: Sam Parr ( https://x.com/theSamParr ) and Shaan Puri ( https://x.com/ShaanVP ) brainstorm $100M ideas with Eric Ryan ( https://x.com/ericthomasryan ). — Show Notes: (0:00) My $1B product playbook (3:32) Look for a sea of sameness (9:31) Trend trips (15:27) Remix opposing ideas (22:46) Case Study: Olly (32:14) The State of Make (37:54) IDEA: A better Metamucil (44:34) IDEA: The SoulCycle of diners (55:57) IDEA: White label chicken (1:03:28) Holy Grail of Naming (1:06:23) IDEA: Gourmet Babybels (1:10:28) IDEA: fun shaped cheese (1:14:26) Commit and then figure ou — Links: • Method - https://methodhome.com/ • Olly - https://www.olly.com/ • Welly - https://www.getwelly.com/ — Check Out Shaan's Stuff: • Shaan's weekly email - https://www.shaanpuri.com • Visit https://www.somewhere.com/mfm to hire worldwide talent like Shaan and get $500 off for being an MFM listener. Hire developers, assistants, marketing pros, sales teams and more for 80% less than US equivalents. • Mercury - Need a bank for your company? Go check out Mercury (mercury.com). Shaan uses it for all of his companies! Mercury is a financial technology company, not an FDIC-insured bank. Banking services provided by Choice Financial Group, Column, N.A., and Evolve Bank & Trust, Members FDIC — Check Out Sam's Stuff: • Hampton - https://www.joinhampton.com/ • Ideation Bootcamp - https://www.ideationbootcamp.co/ • Copy That - https://copythat.com • Hampton Wealth Survey - https://joinhampton.com/wealth • Sam’s List - http://samslist.co/ My First Million is a HubSpot Original Podcast // Brought to you by HubSpot Media // Production by Arie Desormeaux // Editing by Ezra Bakker Trupiano

The Compound and Friends ✓ Claimed Key Takeaways  “Selling your winners and holding your losers is like cutting your flowers and watering the weeds.” “The real key to making money in stocks is to not get scared out of them.” Knowing what you own is the most important part of investing“Far more money has been lost by investors preparing for corrections, or trying to anticipate corrections, than has been lost in corrections themselves.” Economists have predicted 33 of the last 11 recessions “You get recessions, you get stock market declines. If you don’t understand that that’s going to happen, then you’re not ready and you won’t do well in markets.”There is no way to dance around the tumultuous times in the market; you have to learn how to live through them “If you spend more than thirteen minutes analyzing economic and market forecasts, you’ve wasted ten minutes.”“Behind every stock is a company. Find out what it’s doing.”  Just because someone is a professional does not mean that they know more than you “In the long run, a portfolio of well-chosen stocks or mutual funds can outperform the most sophisticated investment strategy.”Read the full notes @ podcastnotes.orgOn episode 211 of The Compound and Friends, ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Downtown Josh Brown⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ is joined by Peter Lynch, Vice Chairman of Fidelity Management and Research to discuss: Peter's legendary career, how individual investors can succeed in the market, the biggest investing mistakes, and much more! This episode is presented by Fidelity Investments and the all-new Fidelity Trader+, Fidelity’s most powerful trading platform yet. Learn more at: https://Fidelity.com/TraderPlus Sign up for The Compound Newsletter and never miss out: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠thecompoundnews.com/subscribe⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Instagram: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠instagram.com/thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠twitter.com/thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ LinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠linkedin.com/company/the-compound-media/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ TikTok: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠tiktok.com/@thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Investing involves the risk of loss. This podcast is for informational purposes only and should not be or regarded as personalized investment advice or relied upon for investment decisions. Michael Batnick and Josh Brown are employees of Ritholtz Wealth Management and may maintain positions in the securities discussed in this video. All opinions expressed by them are solely their own opinion and do not reflect the opinion of Ritholtz Wealth Management. The Compound Media, Incorporated, an affiliate of ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Ritholtz Wealth Management⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠, receives payment from various entities for advertisements in affiliated podcasts, blogs and emails. Inclusion of such advertisements does not constitute or imply endorsement, sponsorship or recommendation thereof, or any affiliation therewith, by the Content Creator or by Ritholtz Wealth Management or any of its employees. For additional advertisement disclaimers see here ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://ritholtzwealth.com/advertising-disclaimers⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Investments in securities involve the risk of loss. Any mention of a particular security and related performance data is not a recommendation to buy or sell that security. The information provided on this website (including any information that may be accessed through this website) is not directed at any investor or category of investors and is provided solely as general information. Obviously nothing on this channel should be considered as personalized financial advice or a solicitation to buy or sell any securities. See our disclosures here: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://ritholtzwealth.com/podcast-youtube-disclosures/⁠⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices

Invest Like the Best Key Takeaways  Today, the challenge is not to make the model bigger; the problem is knowing how best to generate and create data in useful domains so that the model gets better at them    AIs do not have to get to digital god mode for AI to have an enormous impact on productivity and society: Even if AI does not become smarter than humans in the short term, the economic value creation boom will still be enormous“If we didn’t have the AI boom, the US probably would be behind China and no longer the world hegemon by the end of the decade, if not sooner.” – Dylan Patel The US is doing what China has done historically: dumping tons of capital into something, and then the market becomes If there is a sustained lag in model improvement, the US economy will go into a recession; this is the case for Korea and Taiwan, too  On the AI talent wars: If these companies are willing to spend billions on training runs, it makes sense to spend a lot on talent to optimize those runs and potentially mitigate errors  We actually are not dedicating that much power to AI yet; only 3-4% of total power is going to data centers He is more optimistic on Anthropic than OpenAI; their revenue is accelerating much faster because of their focus on the $2 trillion software market, whereas OpenAI’s focus is split between many thingsWhile Meta “has the cards to potentially own it all”, Google is better positioned to dominate the consumer and professional markets Read the full notes @ podcastnotes.orgMy guest today is Dylan Patel. Dylan is the founder and CEO of SemiAnalysis. At SemiAnalysis Dylan tracks the semiconductor supply chain and AI infrastructure buildout with unmatched granularity—literally watching data centers get built through satellite imagery and mapping hundreds of billions in capital flows. Our conversation explores the massive industrial buildout powering AI, from the strategic chess game between OpenAI, Nvidia, and Oracle to why we're still in the first innings of post-training and reinforcement learning. Dylan explains infrastructure realities like electrician wages doubling and companies using diesel truck engines for emergency power, while making a sobering case about US-China competition and why America needs AI to succeed. We discuss his framework for where value will accrue in the stack, why traditional SaaS economics are breaking down under AI's high cost of goods sold, and which hardware bottlenecks matter most. This is one of the most comprehensive views of the physical reality underlying the AI revolution you'll hear anywhere. Please enjoy my conversation with Dylan Patel. For the full show notes, transcript, and links to mentioned content, check out the episode page ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠.⁠⁠⁠⁠⁠⁠⁠⁠ ----- This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ramp⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Ramp’s mission is to help companies manage their spend in a way that reduces expenses and frees up time for teams to work on more valuable projects. Go to⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ramp.com/invest⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to sign up for free and get a $250 welcome bonus. – This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Ridgeline⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Ridgeline has built a complete, real-time, modern operating system for investment managers. It handles trading, portfolio management, compliance, customer reporting, and much more through an all-in-one real-time cloud platform. Head to⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ridgelineapps.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to learn more about the platform. – This episode is brought to you by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AlphaSense⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. AlphaSense has completely transformed the research process with cutting-edge AI technology and a vast collection of top-tier, reliable business content. Invest Like the Best listeners can get a free trial now at⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Alpha-Sense.com/Invest⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and experience firsthand how AlphaSense and Tegus help you make smarter decisions faster. ----- Editing and post-production work for this episode was provided by The Podcast Consultant (⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://thepodcastconsultant.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠). Show Notes: (00:00:00) Welcome to Invest Like the Best (00:05:12) The AI Infrastructure Buildout (00:08:25) Scaling AI Models and Compute Needs (00:11:44) Reinforcement Learning and AI Training (00:14:07) The Future of AI and Compute (00:17:47) AI in Practical Applications (00:22:29) The Importance of Data and Environments in AI Training (00:29:45) Human Analogies in AI Development (00:40:34) The Challenge of Infinite Context in AI Models (00:44:08) The Bullish and Bearish Perspectives on AI (00:48:25) The Talent Wars in AI Research (00:56:54) The Power Dynamics in AI and Tech (01:13:29) The Future of AI and Its Economic Impact (01:18:55) The Gigawatt Data Center Boom (01:21:12) Supply Chain and Workforce Dynamics (01:24:23) US vs. China: AI and Power Dynamics (01:37:16) AI Startups and Innovations (01:52:44) The Changing Economics of Software (01:58:12) The Kindest Thing