Podcast
Clown Cast
Hosted by Joey Musselman · EN
Podcasts about whatever I find interesting — history, tech, weird rabbit holes. I was making these for myself anyway, so I figured I'd share. Research by Claude, produced with NotebookLM, deployed by tools built using Claude Code. Orchestrated by a clown. Enjoy.
117episodes
Episodes
Newest firstAll episodes
Modding Life: Four Stages From Copying Nature to Writing DNA
2d ago00:17:50Tap to summarizeCraig Venter's death this year marks the end of an era in synthetic biology—a field moving from studying life to completely rewriting it. We break down how humanity went from biomimicry to creating organisms from scratch using an unexpected framework: video game modding. Each stage is a qualitative leap, from texture packs to full world reconstruction. 0:00 - Craig Venter and the swashbuckling geneticist 2:00 - What synthetic biology actually is 3:30 - The video game modding framework explained 5:00 - Stage 1: Biomimicry (Velcro, bullet trains, nature as design reference) 8:15 - Stage 2: Directed mutation and selective breeding 11:45 - Stage 3: Synthetic parts and biological engineering 15:00 - Stage 4: Writing life from scratch and the future --- Sources & further reading: • JCVI — "First Minimal Synthetic Bacterial Cell": https://www.jcvi.org/research/first-minimal-synthetic-bacterial-cell • Quanta Magazine — "For the First Time, a Cell Built From Scratch Grows and Divides" (2026): https://www.quantamagazine.org/for-the-first-time-a-cell-built-from-scratch-grows-and-divides-20260701/ • The Scientist — "J. Craig Venter, Swashbuckling Geneticist, Dies at 79": https://www.the-scientist.com/j-craig-venter-swashbuckling-geneticist-and-human-genome-pioneer-dies-at-79-74425 • ACS Synthetic Biology — "4th Minimal Cell Workshop Proceedings" (2025): https://pubs.acs.org/doi/10.1021/acssynbio.5c00159 • ACS Central Science — "Mysteries in a Minimal Genome": https://pubs.acs.org/doi/10.1021/acscentsci.6b00110 • Nucleic Acids Research — "XNA Alphabet Comprehensive Mapping" (July 2025): https://academic.oup.com/nar/article/53/13/gkaf635/8198047 • Nature Communications — "BioBricks Burden Study" (2024): https://www.nature.com/articles/s41467-024-50639-9 • Grand View Research — "Synthetic Biology Market Report": https://www.grandviewresearch.com/industry-analysis/synthetic-biology-market • Brave New World — "Synthetic Biology Breakthroughs 2025": https://www.bravenewsworld.com/p/synthetic-biology-in-review-new-breakthroughs • Forbes — "Colossal Biosciences Mammoth Progress": https://www.forbes.com/sites/jonmarkman/2026/04/09/the-10b-company-behind-the-dire-wolf-is-now-bringing-back-mammoths/ • C&EN — "Colossal Biosciences Engineers Mice with Woolly Mammoth Fur" (March 2025): https://cen.acs.org/biological-chemistry/gene-editing/Colossal-Biosciences-engineers-mice-woolly/103/web/2025/03 • Phys.org — "Synthetic Biology After Venter's Death" (2026): https://phys.org/news/2026-05-synthetic-biology-rewrite-life-death.html • Stanford — Drew Endy faculty profile: https://profiles.stanford.edu/drew-endy • Science/AAAS — "Synthetic Biology Meets Tough Times": https://www.science.org/content/article/synthetic-biology-once-hailed-moneymaker-meets-tough-times • Springer Nature — "AI + Synthetic Biology Biosecurity Risks" (2025): https://link.springer.com/article/10.1007/s43681-025-00872-9 • Foreign Affairs Forum — "Biosecurity Governance Gaps in Dual-Use Biotechnology" (2026): https://www.faf.ae/home/2026/5/6/biosecurity-and-oversight-gaps-in-dual-use-biotechnology-a-crisis-of-governance-in-the-age-of-synthetic-biology-part-v • American Scientist — "Making Life from Scratch": https://www.americanscientist.org/article/making-life-from-scratch • JCVI — "J. Craig Venter Legacy": https://www.jcvi.org/media-center/j-craig-venter-genomics-pioneer-and-founder-jcvi-and-diploid-genomics-inc-dies-79 • synthesis.cc — "DNA Synthesis and Sequencing Costs 2025": http://www.synthesis.cc/synthesis/2025/5/dna-synthesis-and-sequencing-costs-and-productivity-for-2025 • NCBI/PMC — "Version Control for Cell Engineering": https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8828774/ This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The Whistle in the Chaos: Finding Signal in Noise
3d ago00:18:04Tap to summarizeHow does your brain isolate a referee's whistle from thousands of screaming fans? This episode explores Colin Cherry's groundbreaking "Cocktail Party Problem" from cognitive science and asks why machines struggle with the same challenge—especially when building computer vision systems for volleyball. Hosts discuss the neuroscience of selective hearing and what it means for audio isolation in sports technology. 00:00 - Opening: The paradox of the volleyball whistle 02:30 - Colin Cherry's Cocktail Party Problem (1953) 05:00 - The dichotic listening experiment and human perception 08:00 - Why machines fail at noise isolation 11:00 - Connection to the volleyball CV project 14:30 - Practical audio tech and machine learning solutions --- Sources & further reading: • Colin Cherry — "Some Experiments on the Recognition of Speech, with One and with Two Ears" (1953) — (published in Journal of the Acoustical Society of America, Vol. 25, No. 5) • Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis Bach (Meta AI) — "Hybrid Spectrogram and Waveform Source Separation": https://arxiv.org/pdf/2111.03600 • Hasan et al. — "Detecting Referee Whistle Sounds in Soccer Videos Using Machine Learning Models": https://publications.isods.org/index.php/jdsai/article/view/33 • Norbert Wiener — Extrapolation, Interpolation, and Smoothing of Stationary Time Series (1949) — (MIT Press) • Nemisindo / Sound & Design — "The Final Whistle Blows" (referee whistle acoustics): https://soundand.design/the-final-whistle-blows-615299703aaa • Number Analytics — "Ultimate Guide: Wiener Filtering Audio Signal Processing": https://www.numberanalytics.com/blog/ultimate-guide-wiener-filtering-audio-signal-processing • Stöter, Liutkus, Ito (sigsep) — "Open-Unmix: A Reference Implementation for Music Source Separation": https://github.com/sigsep/open-unmix-pytorch • TensorFlow — "Sound Classification with YAMNet": https://www.tensorflow.org/hub/tutorials/yamnet • TensorFlow — "Transfer Learning with YAMNet for Environmental Sound Classification": https://www.tensorflow.org/tutorials/audio/transfer_learning_audio • UCSD Music — "Harmonic Product Spectrum": http://musicweb.ucsd.edu/~trsmyth/analysis/Harmonic_Product_Spectrum.html • Mix Online — "1966: Ray Dolby, Dolby A-Type Noise Reduction": https://www.mixonline.com/technology/1966-ray-dolby-dolby-type-noise-reduction-383598 • National Museum of American History — "Dolby's Noise Reduction System": https://americanhistory.si.edu/explore/exhibitions/americas-listening/online/dolby-noise-reduction • Thuresson — "Human Whistle Detection and Frequency Estimation" (thesis): https://www.diva-portal.org/smash/get/diva2:836227/FULLTEXT01.pdf • Phys.org — "How loud is too loud when it comes to sports whistles?" (2019): https://phys.org/news/2019-05-loud-sports.html • Zambon & Faccinetto — "Automated Detection of Sport Highlights from Audio and Video Sources" (Jan 2025): https://arxiv.org/abs/2501.16100 • Facebook Research — Demucs GitHub repository: https://github.com/facebookresearch/demucs • J. Stephen Lansing — Perfect Order: Recognizing Complexity in Bali (2006) — (Princeton University Press) • Universal lens check: "Every map is an argument" applies loosely — a spectrogram is literally a map of audio, and choosing which frequencies to keep is an argument about what matters — but it doesn't do enough work here to be worth calling out as a lens. None of the three lenses fit tightly enough to justify invoking. Skip them. This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →Knockers at the Door: When Outsiders Solve What Experts Can't
3d ago00:19:07Tap to summarize30% of unsolved R&D problems solved by outsiders in six months? The paradox: the same credentialing system that blocks cranks also blocks geniuses. We explore why brilliant amateurs outpace institutional teams, and why the system genuinely cannot tell the difference between a real breakthrough and a false claim. 00:00:00 - The 30% phenomenon: Outsiders solving pharmaceutical industry dead-ends 00:01:30 - Why this seems backwards 00:03:30 - The same door paradox: Credentials block both genius and nonsense 00:05:30 - Episode 144 callback: Institutional science attacking its own breakthroughs 00:06:30 - The real argument: Why quality filters and breakthrough filters are identical 00:08:00 - Enter the cranks: The history of mathematical impossibility claims 00:10:00 - Underwood Dudley's Mathematical Cranks and angle trisection --- Sources & further reading: • Karim Lakhani & Lars Bo Jeppesen — "Getting Unusual Suspects to Solve R&D Puzzles" — Harvard Business Review, 2007 • Dava Sobel — Longitude: The True Story of a Lone Genius Who Solved the Greatest Scientific Problem of His Time • Underwood Dudley — Mathematical Cranks (1992) • Quanta Magazine (Erica Klarreich) — "Marjorie Rice's Secret Pentagons": https://www.quantamagazine.org/marjorie-rices-secret-pentagons-20170711/ • Quanta Magazine (Erica Klarreich) — "Yitang Zhang Proves 'Landmark' Theorem in Distribution of Prime Numbers": https://www.quantamagazine.org/yitang-zhang-proves-landmark-theorem-in-distribution-of-prime-numbers-20130519/ • Pierre Azoulay, Christian Fons-Rosen, Joshua S. Graff Zivin — "Does Science Advance One Funeral at a Time?" — NBER Working Paper 21788: https://www.nber.org/digest/mar16/does-science-advance-one-funeral-time • NOAA Climate.gov — "Happy 200th Birthday, Eunice Foote, Hidden Climate Science Pioneer": https://www.climate.gov/news-features/features/happy-200th-birthday-eunice-foote-hidden-climate-science-pioneer • PBS NOVA — "Amateur Archaeologist Decodes Ice Age Calendar in Cave Paintings": https://www.pbs.org/wgbh/nova/article/cave-painting-calendar-earliest-writing/ • NIST — "A Nobel Moment: Dan Shechtman": https://www.nist.gov/nist-and-nobel/dan-shechtman/nobel-moment-dan-shechtman • National WWII Museum — "Hedy Lamarr's WWII Invention Helped Shape Modern Tech": https://www.nationalww2museum.org/war/articles/hedy-lamarrs-wwii-invention-helped-shape-modern-tech • Scientific American — "Foldit Gamers Solve Riddle": https://www.scientificamerican.com/article/foldit-gamers-solve-riddle/ • Cornell Chronicle — "Thomas Gold, Cornell astronomer and brilliant scientific gadfly, dies at 84": https://news.cornell.edu/stories/2004/06/thomas-gold-cornell-astronomer-and-brilliant-scientific-gadfly-dies-84 • Thomas Kuhn — The Structure of Scientific Revolutions (1962) • MacTutor History of Mathematics — "Oliver Heaviside": https://mathshistory.st-andrews.ac.uk/Biographies/Heaviside/ • Palaeontologia Electronica — "Amateur Paleontology Contributions": https://palaeo-electronica.org/content/blog/3607-amateur-collection-blog • Royal Museums Greenwich — "Harrison's Clocks and the Longitude Problem": https://www.rmg.co.uk/stories/time/harrisons-clocks-longitude-problem • Works in Progress — "Why Science Needs Outsiders": https://worksinprogress.co/issue/why-science-needs-outsiders/ This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The Danger Room: How Baseball Built the Perfect Practice Pitcher
4d ago00:20:32Tap to summarizePicture a 1400-pound machine with 14 motors that can become any pitcher—down to their exact spin rate, release point, and wind-up video projection. The Tragic Dark pitching machine has revolutionized baseball training, but it's sparked an asymmetric arms race: batters get unlimited reps against specific pitchers, while those pitchers have no equivalent tool. So what would it take to build the same technology for volleyball serve training? 00:00 - The Machine That Became Shohei: Introducing the Tragic Dark 05:15 - How 14 Motors and 3 Cameras Clone a Perfect Pitcher 10:45 - The Arms Race: Why Batters Won and Pitchers Got Mad 15:30 - Volleyball Serves vs Baseball Pitches: Why the Sport Matters --- Sources & further reading: • ESPN — "Face any pitcher, any time: Inside MLB's new Trajekt tech": https://www.espn.com/mlb/story/_/id/40401564/trajekt-arc-new-technology-controversy-mlb-hitters-pitchers-advantage • Digital Trends — "Meet the game-changing pitching robot that can perfectly mimic any human throw": https://www.digitaltrends.com/cool-tech/trajekt-arc-pitching-machine/ • Engineering.com — "What Does It Take to Make a Pitching Machine That Replicates a Major League Pitcher?": https://www.engineering.com/what-does-it-take-to-make-a-pitching-machine-that-replicates-a-major-league-pitcher/ • Robotics 24/7 — "Trajekt Sports Goes After the Major Leagues With Its Robotic Baseball Pitching Machine": https://www.robotics247.com/article/trajekt_sports_goes_after_the_major_leagues_with_its_robotic_baseball_pitching_machine • MLB.com — "Miami Marlins use revolutionary Trajekt Arc hitting machine": https://www.mlb.com/news/miami-marlins-use-revolutionary-trajekt-arc-hitting-machine • Athletic Business — "Trajekt Pitching Machine Replicates Any Pitch, Pitcher Delivery": https://www.athleticbusiness.com/operations/media-technology/article/15295740/trajekt-pitching-machine-replicates-any-pitch-pitcher-delivery • TechCrunch — "Analytics, AI and robotics help MLB teams find a perfect pitching machine": https://techcrunch.com/2022/08/27/analytics-ai-and-robotics-help-mlb-teams-get-a-step-closer-to-a-perfect-pitching-machine/ • Globe and Mail — "Trajekt Sports' pitching machine a big hit with Major League Baseball teams": https://www.theglobeandmail.com/business/article-trajekt-sports-pitching-machine-a-big-hit-with-major-league-baseball/ • Rapsodo — "MLB Teams Using PRO 3.0 and Trajekt to Replicate Any MLB Pitcher and Pitch": https://rapsodo.com/blogs/baseball/mlb-teams-using-pro-3-0-and-trajekt-to-replicate-mlb-pitchers • University of Waterloo — "Alumni pitching robot hits the big leagues": https://uwaterloo.ca/systems-design-engineering/news/alumni-pitching-robot-hits-big-leagues • EssentiallySports — "What Is Trajekt Arc? Newest Pitching Technology Triggers a Rift Between MLB Players": https://www.essentiallysports.com/mlb-baseball-news-what-is-trajekt-arc-newest-pitching-technology-triggers-a-rift-between-mlb-players-who-claim-thats-not-fair/ • Anytime Baseball Supply — "The Evolution of Pitching Machines": https://www.anytimebaseballsupply.com/blogs/news/the-evolution-of-pitching-machines • Frontiers in Sports — "An Approach to Quantify the Float Effect of Float Serves": https://www.frontiersin.org/journals/sports-and-active-living/articles/10.3389/fspor.2020.559277/full • April Chapple (Substack) — "The Physics of Float Serves (And Why They Make Even Elite Passers Look Foolish)": https://aprilchapple.substack.com/p/the-physics-of-float-serves-and-why • FYFD — "Tokyo 2020: Volleyball Aerodynamics": https://fyfluiddynamics.com/2021/07/tokyo-2020-volleyball-aerodynamics/ • The Sport Journal — "Normative profiles for serve speed for the training of the serve and reception in volleyball": https://thesportjournal.org/article/normative-profiles-for-serve-speed-for-the-training-of-the-serve-and-reception-in-volleyball/ • …and 5 more in the episode research notes This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The Dog That Remembers: Inside Hermes Agent
4d ago00:16:46Tap to summarizeHermes Agent hit 192,000 GitHub stars in months and processes 271 billion tokens daily—but what's the hype actually about? We break down how this open-source agent framework differs from OpenClaw, explores why it's *not* actually "self-improving" (relax), and unpacks the wild use cases from code automation to real estate scrapers. Plus, we dig into its biggest limitations that nobody's talking about. 00:00 - Intro: Training vs. Intelligence (The Dog Metaphor) 02:15 - What is Hermes Agent? (The Absurd Numbers) 05:30 - How It Actually Works (Behavior vs. Brain) 10:45 - Use Cases & Real-World Impact 14:20 - Limitations & the Hype Reality Check 16:40 - Outro & What's Next --- Sources & further reading: • NVIDIA Blog — "Hermes Unlocks Self-Improving AI Agents, Powered by NVIDIA RTX PCs and DGX Spark": https://blogs.nvidia.com/blog/rtx-ai-garage-hermes-agent-dgx-spark/ • Nous Research — Hermes Agent official documentation: https://hermes-agent.nousresearch.com/docs/ • DeepWiki — "Architecture Overview | NousResearch/hermes-agent": https://deepwiki.com/NousResearch/hermes-agent/1.1-architecture-overview • innFactory AI Consulting — "OpenClaw vs. Hermes Agent: An Honest Comparison": https://innfactory.ai/en/blog/openclaw-vs-hermes-agent-comparison/ • screenshotone.com — "Hermes Agent vs OpenClaw: one is agent-first, the other gateway-first": https://screenshotone.com/blog/hermes-agent-versus-openclaw/ • AI Agent Store — "The 20 Biggest Problems with Hermes Agent": https://aiagentstore.ai/agentic-ai-and-workflow-automation/en/the-20-biggest-problems-with-hermes-agent-what-thousands-of-reddit-and-x-users-are-actually-struggling-with-ranked • TechCrunch — "Hermes agent maker Nous Research in talks for new funding at $1.5B valuation": https://techcrunch.com/2026/07/13/hermes-agent-maker-nous-research-in-talks-for-new-funding-at-1-5b-valuation/ • Forbes — "OpenAI Hires OpenClaw Creator Peter Steinberger And Sets Up Foundation": https://www.forbes.com/sites/ronschmelzer/2026/02/16/openai-hires-openclaw-creator-peter-steinberger-and-sets-up-foundation/ • TWiT.TV — "What Makes Hermes Agent Stand Out? Open Source Innovation with Nous Research's Jeffrey Quesnelle": https://twit.tv/posts/tech/what-makes-hermes-agent-stand-out-open-source-innovation-nous-researchs-jeffrey • Wikipedia — "OpenClaw": https://en.wikipedia.org/wiki/OpenClaw • LumaDock — "Clawdbot, Moltbot, OpenClaw: Why the name changed twice": https://lumadock.com/blog/clawdbot-moltbot-openclaw-rebrand • Lightning AI (X/Twitter) — Hermes Agent growth statistics: https://x.com/LightningAI/status/2074856175787487355 • Hermes Tutorials — "Hermes Agent Crosses 192K Stars": https://hermes-tutorials.dev/blog/2026-06-13-hermes-community-momentum-june-2026/ • BetterClaw — "Hermes Agent Bugs: 10 Current Issues and Verified Fixes": https://www.betterclaw.io/blog/hermes-agent-bugs-fixes • Vikas Sah / Medium — "Hermes Agent: An OpenClaw Alternative with Memory, Skills, and a Real Learning Loop": https://engineeratheart.medium.com/hermes-agent-an-openclaw-alternative-with-memory-skills-and-a-real-learning-loop-e9ab7e2b4b84 • XMU DeepLIT / GitHub — "A Survey of Self-Evolving Agents": https://github.com/XMUDeepLIT/Awesome-Self-Evolving-Agents This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The Dart-Throwing Chimp: Why Experts Can't Predict
4d ago00:22:23Tap to summarizeTwenty years. 28,000 predictions. One humiliating result: credentialed experts predicting the future performed no better than a chimpanzee throwing darts. We explore Philip Tetlock's landmark study on expert judgment, why confident cable news personalities are the worst predictors, and the hedgehog-versus-fox framework that separates forecasters who actually get it right. 00:00 - Recap: Proprioception and sensing the future 02:30 - Philip Tetlock's 20-year prediction study begins 06:00 - The headline: Experts vs. dart-throwing chimps 09:15 - Why cable news made predictions worse, not better 12:45 - Isaiah Berlin's hedgehogs and foxes 16:30 - What separates super forecasters from the rest 20:00 - Applying judgment to uncertainty --- Sources & further reading: • Philip Tetlock & Dan Gardner — Superforecasting: The Art and Science of Prediction (2015) — (book) • Philip Tetlock — Expert Political Judgment: How Good Is It? How Can We Know? (2006): https://press.princeton.edu/books/hardcover/9780691178288/expert-political-judgment • Barbara Mellers, Eric Stone, et al. — "Identifying and Cultivating Superforecasters as a Method of Improving Probabilistic Predictions": https://web.stanford.edu/~knutson/jdm/mellers15.pdf • Daniel Kahneman, Olivier Sibony, Cass Sunstein — Noise: A Flaw in Human Judgment (2021) — (book) • James Surowiecki — The Wisdom of Crowds (2004) — (book) • Edward Vul & Harold Pashler — "Measuring the Crowd Within" (2008): https://journals.sagepub.com/doi/10.1111/j.1467-9280.2008.02136.x • AI Impacts — "Evidence on good forecasting practices from the Good Judgment Project": https://aiimpacts.org/evidence-on-good-forecasting-practices-from-the-good-judgment-project/ • Forecasting Research Institute — "AI models have likely reached parity with superforecasters on ForecastBench": https://forecastingresearch.substack.com/p/ai-models-have-likely-reached-parity • Scott Alexander — "The AI Superforecasters Are Here": https://www.astralcodexten.com/p/the-ai-superforecasters-are-here • Muhammad Noraiz Abid — "The Polymarket Paradox: Manipulation, Whale Concentration, and Predictive Accuracy": https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6670638 • Good Judgment — "Ten Commandments for Aspiring Superforecasters": https://goodjudgment.com/philip-tetlocks-10-commandments-of-superforecasting/ • Good Judgment — "What Superforecasters Actually Said About ForecastBench": https://goodjudgment.substack.com/p/what-superforecasters-actually-said • Wikipedia — "The Good Judgment Project": https://en.wikipedia.org/wiki/The_Good_Judgment_Project • Commoncog — "How The Superforecasters Do It": https://commoncog.com/how-the-superforecasters-do-it/ • Glenn W. Brier — "Verification of Forecasts Expressed in Terms of Probability" (1950) — (journal article, Monthly Weather Review) • Francis Galton — "Vox Populi" (1907) — (journal article, Nature) This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The C-Student Equation: Why Weak Signals Win
4d ago00:19:02Tap to summarizeLast episode we talked about proprioception—your brain's invisible sensors that guide every movement. But we glossed over the real magic: how your brain combines weak, imperfect inputs into one powerful signal. This episode zooms into that mechanic through Joey's volleyball computer vision pipeline, stuck at 70% accuracy. Do you grind that system harder, or do you bolt on completely different signals—audio, game logic—and let them fuse? There's one equation that proves why two C-students who are bad at different things will beat one genius every single time. 00:00 - Proprioception recap and the navigator metaphor 03:15 - Signal fusion: combining weak inputs into strong outputs 05:45 - Joey's volleyball vision problem (70% accuracy) 08:30 - The math: why 0.3 × 0.3 = 91% combined accuracy 12:00 - Why different weaknesses are the key to synergy 15:20 - Applications in machine learning, medicine, and Indian philosophy --- Sources & further reading: • Marc O. Ernst & Martin S. Banks — "Humans Integrate Visual and Haptic Information in a Statistically Optimal Fashion" (2002, Nature 415, 429-433) • Neil Thompson, Kristjan Greenewald, Keeheon Lee, Gabriel Manso — "Deep Learning's Diminishing Returns" (2021, IEEE Spectrum): https://spectrum.ieee.org/deep-learning-computational-cost • Anders Krogh & Jesper Vedelsby — "Neural Network Ensembles, Cross Validation, and Active Learning" (1994, NIPS 7) • Konrad Körding & Daniel Wolpert — "Bayesian Integration in Sensorimotor Learning" (2004, Nature 427, 244-247) • Rudolf E. Kalman — "A New Approach to Linear Filtering and Prediction Problems" (1960, Journal of Basic Engineering) • Marquis de Condorcet — Essai sur l'application de l'analyse à la probabilité des décisions rendues à la pluralité des voix (1785) • Francis Galton — "Vox Populi" (1907, Nature 75, 450-451) • Leo Breiman — "Random Forests" (2001, Machine Learning 45(1), 5-32) • Yoav Freund & Robert Schapire — "A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting" (1997, JCSS 55(1), 119-139) • Lames & McGarry — Volleyball as a Markov chain (2007) • Raquel Hileno & Bernat Busca — "The Sequencing of Game Complexes in Women's Volleyball" (2020, Frontiers in Psychology): https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2020.00739/full • Gong & Lee et al. — "Activity Grammars for Temporal Action Segmentation" (2023, NeurIPS): https://papers.nips.cc/paper_files/paper/2023/file/ee6c4b99b4c0d3d60efd22c1ecdd9891-Paper-Conference.pdf • Sadlier & O'Connor — "Event Detection in Field Sports Video Using Audio-Visual Features and a Support Vector Machine" (2005, IEEE TCSVT 15(10)): https://ieeexplore.ieee.org/document/1512240/ • RWSD System — "Referee Whistle Sound Detection" (2011, IJCA 12(11)): https://www.ijcaonline.org/archives/volume12/number11/1729-2340/ • Philip Tetlock & Dan Gardner — Superforecasting: The Art and Science of Prediction (2015, Crown) • James Surowiecki — The Wisdom of Crowds (2004, Doubleday) • David Wolpert — "Stacked Generalization" (1992, Neural Networks 5(2), 241-259) • Ludmila Kuncheva & Christopher Whitaker — "Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy" (2003, Machine Learning 51(2), 181-207) • Alais & Burr — "The Ventriloquist Effect Results from Near-Optimal Bimodal Integration" (2004, Current Biology 14(3), 257-262) This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →The Ghost Sensors: Your Body's Invisible Sixth Sense
4d ago00:18:30Tap to summarizeYour body is running 50,000 sensors right now that you've never consciously noticed. Proprioception—the sense of where your body is in space—has been known for 200 years, yet we still teach kids they only have five senses. Host A and Host B explore the invisible network that lets you touch your nose with your eyes closed, the history of how scientists finally understood this mysterious sense, and why one researcher won a Nobel Prize for finding the missing piece. 0:00 - The Nose Touch Experiment: An impossible party trick 2:30 - What is Proprioception?: Defining your hidden sixth sense 5:15 - The 50,000 Sensor Network: Your body's neural highways 8:00 - A 200-Year-Old Secret: Charles Bell and the forgotten sense 11:00 - The Missing Link: From Sherrington to the 2021 Nobel Prize 15:30 - Why This Matters: Living with an invisible superpower --- Sources & further reading: • Jonathan Cole — Pride and a Daily Marathon (MIT Press): https://mitpress.mit.edu/9780262531368/pride-and-a-daily-marathon/ • Oliver Sacks — The Man Who Mistook His Wife for a Hat (1985) — (book) • Ardem Patapoutian et al. — Nobel Prize in Physiology or Medicine 2021, discovery of PIEZO2: https://www.nobelprize.org/prizes/medicine/2021/press-release/ • Charles Bell — "On the Nervous Circle which connects the Voluntary Muscles with the Brain" (1826, Royal Society) • Charles Scott Sherrington — The Integrative Action of the Nervous System (1906) — (book) • Sumire Kawashima & Yuzuru Ikeda — Octopus rubber arm illusion study (2025): https://www.science.org/content/article/octopuses-fall-rubber-arm-illusion-just-us • Physoc — "Charles Bell's sixth sense": https://www.physoc.org/magazine-articles/charles-bells-sixth-sense/ • Nature — "Proprioceptive potential of joint receptors" (2025): https://www.nature.com/articles/s41598-025-27311-3 • Hugh Herr / MIT Media Lab — AMI prosthetic research: https://www.media.mit.edu/projects/agonist-antagonist-myoneural-interface-ami/press-kit/ • Boyuan Chen & Hod Lipson / Columbia Engineering — Robot self-model via proprioception: https://www.engineering.columbia.edu/about/news/robot-learns-imagine-itself • Frontiers in Human Neuroscience — "Aging and Proprioceptive Error" (2023): https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2023.1217105/full • PMC — Proprioceptive Training Systematic Review (2024): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11225257/ • Frontiers — Motor Performance and Proprioceptive Training Review: https://www.frontiersin.org/journals/rehabilitation-sciences/articles/10.3389/fresc.2022.830166/full • PMC — Microgravity and Proprioception: https://pmc.ncbi.nlm.nih.gov/articles/PMC9650717/ • PMC — Proprioceptive Countermeasures for Spaceflight: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111171/ • V.S. Ramachandran — Mirror box therapy / phantom limb research — (multiple publications) • PubMed — "Phantom Limb Pain and Proprioceptive Memory": https://pubmed.ncbi.nlm.nih.gov/19556069/ • Science and Culture Today — "Interoception Is a Match for Proprioception" (2026): https://scienceandculture.com/2026/07/design-concepts-interoception-is-a-match-for-proprioception/ • Science of Falling — "How Alcohol Affects Balance": https://scienceoffalling.com/articles/how-alcohol-affects-balance-the-connection-between-drinking-dizziness-and-falling • The Conversation — "Proprioception: our imperceptible 6th sense": https://theconversation.com/proprioception-our-imperceptible-6th-sense-150775 • JOSPT — ACL Proprioception Deficits: https://www.jospt.org/doi/10.2519/jospt.1999.29.10.587 • PMC — Bodily Awareness and Interoception debate: https://pmc.ncbi.nlm.nih.gov/articles/PMC11048399/ • …and 1 more in the episode research notes This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →Feint and Reality: Why Deception Beats Dominance in Sports
5d ago00:17:24Tap to summarizeDoes running the ball actually set up the pass in football, or is it one of sports' most persistent myths? We dig into decades of data showing that "establishing the run" has zero correlation with winning—yet play-action, the fake version, remains devastatingly effective. Then we explore this deception paradox across volleyball, basketball, and beyond: why every sport relies on keeping opponents guessing between two opposite moves, and the game theory behind why you need to threaten the thing you're not doing. 00:00 - The Establish the Run Myth 03:45 - Aaron Schatz and Football Outsiders 06:20 - Play-Action Magic: Why the Fake Works Better 09:15 - Beach Volleyball Hitting vs Shots 11:30 - The Feint Principle Across Sports 14:00 - Game Theory: Threat as Setup --- Sources & further reading: • Ignacio Palacios-Huerta — "Professionals Play Minimax": https://academic.oup.com/restud/article/70/2/395/1586790 • Football Outsiders — "Rushing Success and Play-Action Passing": https://www.footballoutsiders.com/stat-analysis/2018/rushing-success-and-play-action-passing • PMC — "Performance Streaks in Elite Beach Volleyball" (965 FIVB matches, 28,974 sideouts): https://pmc.ncbi.nlm.nih.gov/articles/PMC6534039/ • Josh Hermsmeyer / FiveThirtyEight — "You Called A Run On First Down. You're Already Screwed.": https://fivethirtyeight.com/features/you-called-a-run-on-first-down-youres-already-screwed • Josh Hermsmeyer / FiveThirtyEight — "For A Passing League, The NFL Still Doesn't Pass Enough": https://fivethirtyeight.com/features/for-a-passing-league-the-nfl-still-doesnt-pass-enough/ • Brian Burke / Advanced NFL Stats — "Game Theory and Run/Pass Balance": http://www.advancedfootballanalytics.com/2008/06/game-theory-and-runpass-balance.html • Ben Baldwin / Open Source Football — "Visualizing the Run/Pass Efficiency Gap": https://opensourcefootball.com/posts/2020-08-19-visualizing-the-runpass-efficiency-gap/ • Aaron Schatz / Football Outsiders — FO Basics: https://www.footballoutsiders.com/info/FO-basics • Football Outsiders — "Further Research on Play-Action Passing": https://www.footballoutsiders.com/stat-analysis/2018/further-research-play-action-passing • Football Outsiders — "Play-Action Passing and Game Conditions": https://www.footballoutsiders.com/stat-analysis/2019/play-action-passing-and-game-conditions • PFF — "Signature Stats: Play Action & Deep Passing": https://www.pff.com/news/signature-stats-play-action-deep-passing • Kevin Pelton / ESPN — "Explaining 'gravity' in basketball": https://www.espn.com/nba/story/_/id/11744634/explaining-gravity-basketball • Kirk Goldsberry — Sprawlball: A Visual Tour of the New Era of the NBA — (book, 2019) • NBA.com — "Player Gravity Leaders": https://www.nba.com/inside-the-game/player/gravity • Chiappori, Levitt, Groseclose — "Testing Mixed-Strategy Equilibria" (American Economic Review, 2002): https://www.aeaweb.org/articles?id=10.1257%2F00028280260344678 • Walker and Wooders — "Minimax Play at Wimbledon" (American Economic Review, 2001) • Prospects Live — "The Mystic Art of Pitch Tunneling": https://prospectslive.com/the-mystic-art-of-pitch-tunneling/ • Baseball Prospectus — "Tunnels and Sequencing": https://www.baseballprospectus.com/news/article/32790/prospectus-feature-tunnels-and-sequencing-applications-on-the-field/ • ATS Stats — "The Art of the Setup: Pitch Sequencing": https://www.atsstats.com/the-art-of-the-setup-how-pitchers-sequence-their-arsenal-to-fool-batters/ • Mark Burik / BetterAtBeach — "How to Hit Better (Shots Part 1)": https://www.betteratbeach.com/blog/how-to-hit-better-in-beach-volleyball-10x-your-attacking-with-these-tips-for-hitting-shots-part-1-of-3 • BetterAtBeach — "Blocking Calls 101": https://www.betteratbeach.com/blog/beachvolleyballblockingcalls101 • AVP — "Shots in Beach Volleyball 101": https://avp.com/news/shots-in-beach-volleyball-101/ • …and 4 more in the episode research notes This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →Glamour: The Spell That Turned Employees Into Entrepreneurs
5d ago00:19:28Tap to summarizeIn folklore, glamour was a spell that made worthless things appear valuable. Today, a digital glamour spell affects millions of gig workers—you look like an independent business owner but function as an employee with zero protections. This isn't new. The construction industry perfected this con in the 1980s, and Silicon Valley just gave it a software update. 00:00 - Opening: Folklore and the original meaning of glamour 02:15 - The modern gig economy con: Independent contractor classification 06:30 - How platforms engineered the illusion of entrepreneurship 11:45 - The construction industry precedent: Where this started 16:00 - Why misclassification matters and who it harms 18:30 - Closing thoughts on the ongoing illusion --- Sources & further reading: • The Century Foundation — "Up to 2.1 Million U.S. Construction Workers Are Illegally Misclassified or Paid Off the Books": https://tcf.org/content/report/up-to-2-1-million-u-s-construction-workers-are-illegally-misclassified-or-paid-off-the-books/ • Economic Policy Institute — "Misclassification, the ABC test, and employee status: The California experience": https://www.epi.org/publication/misclassification-the-abc-test-and-employee-status-the-california-experience-and-its-relevance-to-current-policy-debates/ • UK Supreme Court — Uber BV v Aslam [2021] UKSC 5, summarized by Library of Congress: https://www.loc.gov/item/global-legal-monitor/2021-03-17/united-kingdom-uber-drivers-are-workers-entitled-to-employment-law-protections-supreme-court-rules/ • Robert Wood, Forbes — "FedEx Settles Independent Contractor Mislabeling Case For $228 Million": https://www.forbes.com/sites/robertwood/2015/06/16/fedex-settles-driver-mislabeling-case-for-228-million/ • Independent Contractor Compliance — "Self-Inflicted IC Misclassification Wounds: FedEx's Settlement Payments Nearing $500 Million": https://www.independentcontractorcompliance.com/2016/10/24/self-inflicted-ic-misclassification-wounds-how-did-fedex-bludgeon-itself-into-pay-nearing-500-million-to-settle-claims-that-it-could-have-avoided/ • CNN Business — "Prop 22: Uber and Lyft's $185 million campaign in California": https://www.cnn.com/2020/10/08/tech/proposition-22-california • UC Berkeley Law — "Uber, Lyft Win on Prop 22: The Most Expensive Ballot Measure in California's History": https://sites.law.berkeley.edu/thenetwork/2020/11/16/uber-lyft-win-on-prop-22-the-most-expensive-ballot-measure-in-californias-history/ • Huck Magazine — "How Spain's attempt to fix the gig economy left riders worse off": https://www.huckmag.com/article/inside-spains-failed-plan-to-fix-the-gig-economy • EU Observer — "EU gig-workers still exploited, despite landmark laws": https://euobserver.com/labour/ar180699bf • Freshfields — "The EU Platform Workers Directive: effective as of 1 December 2024": https://www.freshfields.com/en/our-thinking/blogs/technology-quotient/the-eu-platform-workers-directive-effective-as-of-1-december-2024-what-does-thi-102jqg1 • Manatt, Phelps & Phillips — "Landmark Legislation AB5 Codifies Dynamex ABC Test and More": https://www.manatt.com/insights/newsletters/employment-law/landmark-legislation-ab5-codifies-dynamex-abc-test • JD Supra / Troutman Pepper Locke — "Are Direct Selling Companies the Next Targets for Independent Contractor Misclassification Claims?": https://www.jdsupra.com/legalnews/are-direct-selling-companies-the-next-52258/ • Jacobin — "With Prop 22's Passage in California, Tech Companies Are Just Writing Their Own Laws Now": https://jacobin.com/2020/11/proposition-22-california-uber-lyft-gig-employee • OSHA EU — "Spain: The 'Riders' Law', New Regulation on Digital Platform Work": https://osha.europa.eu/sites/default/files/2022-01/Spain_Riders_Law_new_regulation_digital_platform_work.pdf This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.
Transcribe →