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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

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24 epizódok

#Lifestyle #Video Games #Eve #Online #Eveonline #Mittani #Hydrostatic #Spaceship

Hydrostatic Podcast explicit

33 subscribers

updated 8 éve

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24 epizódok

#Lifestyle #Video Games #Eve #Online #Eveonline #Mittani #Hydrostatic #Spaceship

Minden epizód

Hydrostatic Podcast

1
KYL Archive: Quafe

8 years

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Originally released in Episode 21 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_019_Quafe.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Quafe_(Chronicle) https://wiki.eveonline.com/en/wiki/Quafe_Company_(NPC_corporation) https://wiki.eveonline.com/en/wiki/Poire_Viladillet https://wiki.eveonline.com/en/wiki/Lost_Stars_(Chronicle) https://wiki.eveonline.com/en/wiki/Lost_Stars,_Inc. A capsuleer suggests reviving Quafe+ with artificial biomass About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

1
KYL Archive: Serpentis

8 years

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Originally released in Episode 20 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_018_Serpentis.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Serpentis https://wiki.eveonline.com/en/wiki/Salvador_Sarpati https://wiki.eveonline.com/en/wiki/Guardian_Angels https://wiki.eveonline.com/en/wiki/The_Sarpati_Family_(Chronicle) https://wiki.eveonline.com/en/wiki/Soltueur About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

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KYL Archive: Karin Midular

8 years

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Originally released in Episode 19 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_017_Karin_Midular.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Karin_Midular How Karin got her tattoo The Voluval , the ceremony in which most Minmatar get a special tattoo About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

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Ascension Lore Panel

8 years

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Your browser does not support this audio The editors apologize for how late this was posted into the podcast feed Direct link: http://dl.hydrostaticpodcast.com/Ascension_Lore_Panel.mp3 An overview of the latest lore from Ascension Links and Resources Emergent Threats Hilen Tukoss Broadcast Empress Jamyl's coronation For mor on the lore, read Ash's lore primer or Mark726's Lore Survival Guide…

Hydrostatic Podcast

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Lore Update September YC 118

8 years

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Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/loreupdate/loreupdateyc118_9.mp3 Hydrostatics Lore Update on the Corination, Purity of the Thrones, and Crimson Harvest Ash's note: Unfortunately some technical difficulties caused some audio distortion, and significantly delayed the release. I have learned quite a bit about editing, so hopefully can avoid this in the future. Panelists Alizabeth Morwen Lagann Ashterothi Links and Resources Purity of the Throne IMPERIAL GUARD TOUR DAM-TORSAD AHEAD OF CORONATION IMPERIAL GUARD CONFIRMS RUMORS OF THWARTED ATTACK IN THRONE WORLDS AMARR THIRD FLEET ADMIRAL SPEAKS OUT ON ‘PURITY OF THE THRONE Coronation Event September 27th Crimson Harvest The EVE Lore Primer SOMETHING IS ROTTEN IN THE STATE OF AMARR THE IMPERIAL SUCCESSION TRIALS: WHAT IF? Music is Freedom At Last , by CCP Games…

Hydrostatic Podcast

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KYL Archive: Maleatu Shakor

9 years

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Originally released in Episode 18 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_016_Maleatu_Shakor.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Brutor https://wiki.eveonline.com/en/wiki/Maleatu_Shakor https://wiki.eveonline.com/en/wiki/Maleatu_Shakor_(Chronicle) About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

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KYL Archive: The Black Eagles and Mentas Blaque

9 years

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Originally released in Episode 16 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_015_Black_Eagles.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Mentas_Blaque https://wiki.eveonline.com/en/wiki/Black_Eagles Two Deaths , as read by Zendane of Eve Reader https://wiki.eveonline.com/en/wiki/The_Paths_They_Chose_(Chronicle) https://wiki.eveonline.com/en/wiki/Taught_Thoughts_(Chronicle) About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

1
KYL Archive: The Servant Sisters of Eve

9 years

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Originally released in Episode 15 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_014_Sisters_of_Eve.mp3 Links and Resources NPC corporations in the SOE Ante , the chronicle where Santimona Sarpati isn't quite as hostile with Silphy en Diabel as she should be About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

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Hydrostatic Presents: Fanfest Survival Guide

9 years

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Your browser does not support this audio Updated with fixed audio! Direct link: http://dl.hydrostaticpodcast.com/fanfestsurvival.mp3 A special Fanfest 2016 Survival episode with Ash, Phy, and Lyse Links and Resources Schedual Dev Blog Live Stream Succession Trials: What If

Hydrostatic Podcast

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KYL Archive: Mindclash (021)

9 years

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Originally released in Episode 23 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_021_Mindclash.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Mind_Clash https://wiki.eveonline.com/en/wiki/Mind_Clash_(Chronicle) The latest Lore Panel where Aedre Lafisques talked about Mindclash About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

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Hydrostatic Presents: Upwell Lore Panel

9 years

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Updated with audio and video of the panel! Our Eighth Lore Panel on the latest lore events including: Drifters The SoCT, CONCORD, and Upwell What are the SoE up to? Watch and Listen On Demand Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/Upwell_Lore_Panel.mp3 Watch our Twitter , and subscribe to our Twitch channel to be the first to know about upcoming panels and episodes!…

Hydrostatic Podcast

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Lore Update: Valkyrie

9 years

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Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/loreupdate/Lore_Update_003.mp3 A special Lore Update all about EVE Valkyrie. Panelists Makoto Priano Morwen Lagann Mark726 Links and Resources Shiny Lore Tidbits: http://puu.sh/nGw7f/541b66a1f9.jpg The Guristas assault Vellaine III https://community.eveonline.com/news/news-channels/world-news/guristas-assault-vellaine-iii-abscond-with-ground-combatants/ Fatal's back! https://community.eveonline.com/news/news-channels/world-news/guristas-pirates-in-disarray-as-they-seek-to-offload-scientists/ Valkyrie Gameplay Trailer: https://www.youtube.com/watch?v=3SI1CB4rcf8 CGP Grey explains Transporters: https://www.youtube.com/watch?v=nQHBAdShgYI Hardcore vs. Softcore playing: https://www.youtube.com/watch?v=Ho-yOSgJd48 Music is from the Frostline Release , by CCP Games…

Hydrostatic Podcast

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HP 27: The Powerhouse of the Cell

9 years

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You didn't want to read last episode's mailbag again, did you? Recorded March 16th, 2016 Your browser does not support this audio Direct link http://dl.hydrostaticpodcast.com/HP_27_The_Powerhouse_of_the_Cell.mp3 Introduction We welcome HPA_Dichroic and Yadaryon to the show! Question for the Panel What would you most like to change about Project Discovery in the future? Phyridean's Pub Quiz Last Episode's question: A certain Gallente songwriter once wrote a song about his lost love. Name the artist. Answer: Jaroud Dertier (check the show info for Azure Plagioclase) Thanks to Meliannah for this question. Congratulations to MinisculeMinja Barviainen for being our random winner of 4000 Aurum! (And honorable mention to Ibrahim Tash-Murkon, the only other listener to get the question, even though we gave everybody five months to answer.) No new question for this episode Mailbag, Corrections, and Updates New Patrons: Alan Shroue, Angel Penshar (who compares us favorably to piss!), Degestus Chene, Yuriegh(Yur-ig) Orindril(Orin-drill), Benji, Ibrahim Tash-Murkon, and El'Basin, who upped his gift for the holiday season James Sylvestre's list of collective nouns: Uprising of Minmatar Congregation of Amarr Hustings of Gallente Pantheon of Jove Orgy of Blood Raiders Shamble of Sansha Band of Guristas Explosion of Rogue Drones (Assembly?) Murmur of Sisters of Eve Gang of Serpentis Knuckle of Shadow Cartel Mechanics Drilldown Project Discovery http://www.proteinatlas.org/ http://mmos.ch/ Know Your Lore Special guest Rhavas gives us the lowdown on Inheritance https://community.eveonline.com/backstory/chronicles/inheritance/ From Rhavas's blog: https://interstellarprivateer.wordpress.com/2016/01/02/the-revelations-of-delegate-zero/ https://interstellarprivateer.wordpress.com/2016/01/15/carolines-star-4-kardashevs-children/ Closing Thoughts Dichroic shouts out his scientist friends at HPA, Atilla at MMOS, and the team at CCP Yadaryon shouts out CCP Wonderboy, and suggests that CCP hire him full time Locke creatively gives a shoutout to the guests and all of Project Dicsovery Phy gives a shoutout to the Tweetfleet Slack Moderation team member Sibs Rate us on iTunes and Stitcher radio Send Feedback to hydrostaticeve@gmail.com Or check out our other projects Music Introduction, transition, and closing music "In the Magnificent Realm" by CCP Games…

Hydrostatic Podcast

1
KYL Archive: Speakers of Truth

9 years

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Originally released in Episode 22 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_020_Speakers_of_Truth.mp3 Links and Resources https://wiki.eveonline.com/en/wiki/Speakers_of_Truth https://wiki.eveonline.com/en/wiki/The_Speakers_of_Truth_(Chronicle) https://wiki.eveonline.com/en/wiki/The_Speaker_of_Truths_(Chronicle) About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

Hydrostatic Podcast

1
KYL Archive: CONCORD

9 years

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Originally released in Episode 14 Your browser does not support this audio Direct link: http://dl.hydrostaticpodcast.com/kyla/HKYLA_013_Concord.mp3 Links and Resources http://eve.wikia.com/wiki/CONCORD_Assembly https://wiki.eveonline.com/en/wiki/Aidonis_Elabon https://wiki.eveonline.com/en/wiki/Heideran_Gets_the_Aidonis_(Chronicle) https://wiki.eveonline.com/en/wiki/Aidonis_Statue About Hydrostatic's Know Your Lore Archives The Archives are re-releases of just the Know Your Lore segment of the larger podcast, and are released between normal episodes.…

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