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Tất tần tật về 1Matrix và tham vọng blockchain "Make in Vietnam" | Xóa Mù Crypto x AptosFrom 🇻🇳 Spiderum Official, published at 2025-10-17 03:28
🔹Bắtđầuhànhtrình“XóaMùCrypto”cùngchúngmìnhTẠIĐÂY:/1185452499955561🔹TìmhiểuvềAptos:https://aptosfoundation.org/Tấttầntậtvề1Matrixvàthamvọngblockchain“MakeinVietnam”|TrườngSơn|ThếgiớiVideonàyđượcchuyểnthểtừbài viếtgốctrênnềntảngmạngxãhộichiasẻtrithứcSpiderum🤓📝Bài viếtgốc:Tấttầntậtvề1Matrixvàthamvọngblockchain“MakeinVietnam”🌐Linkbài viết:https://spiderum.com/bai-dang/Tat-tan...✍️Tácgiả:TrườngSơn🎤Dẫnvideo:ViệtAnh🧑🏻💻Videoeditor:Tê,Bình🕵🏻Hiệuđính:Hiếu📖GhévămnhàsáchSpiderumvớicácđầusáchđộcquyền:Website:https://tinyurl.com/ytdes-spiderum-shopShopee:https://tinyurl.com/ytdes-shopee-spid...🎙️LắngnghenhữngcâuchuyệnvềthếgiớinghềnghiệpcùngNgườiTrongMuônNghề:https://b.link/NTMN-Podcast©Bảnquyềnvideo:Spiderum©Bảnquyềnnhạc:YoutubeAudioLibrary,EpidemicSoundThôngtinliênhệ✉️Email:[email protected]☎️Hotline:0978944558
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Stablecoin: Từ tiền mã hóa neo giá đến nền tảng tài chính mới | | Xóa Mù Crypto x AptosFrom 🇻🇳 Spiderum Official, published at 2025-10-17 03:25
🔹 Begin our "Erase Crypto Illiteracy" journey HERE: / 1185452499955561 🔹 Learn about Aptos: https://aptosfoundation.org/______________Stablecoin: From crypto dollar to foundation for a new financial system? | Trường SơnThis video is adapted from the original article on the knowledge-sharing social networking platform Spiderum 🤓📝 Original article: Stablecoin: From crypto dollar to foundation for a new financial system?🌐 Article link: https://spiderum.com/bai-dang/Stablec...✍️ Author: Trường Sơn🎤 Video presenter: Việt Anh🧑🏻💻 Video editor: Tê🕵🏻 Proofreader: Hiếu______________📖 Visit Spiderum bookstore with exclusive titles: * Shopee: https://bit.ly/4hyI8Yt * Tiki: https://ti.ki/oxldb2wC/DTFVEV0S * Website: https://budurl.me/youtube-spiderum-de... 🎙️ Listen to stories about the world of work with Người Trong Muôn Nghề: https://b.link/NTMN-Podcast______________© Video copyright: Spiderum© Music copyright: Youtube Audio Library, Epidemic Sound______________Contact information✉️ Email: [email protected]☎️ Hotline: 0978 944 558______________
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Brazil-US meeting and the Venezuela factor.From 🇧🇷 O Assunto, published at 2025-10-17 03:17
Convidado: Brian Winter, editor-chefe da revista Americas Quarterly e analista político especializado em América Latina. A portas fechadas, o ministro das Relações Exteriores do Brasil, Mauro Vieira, se reuniu nesta quinta-feira (16) em Washington com o secretário de Estado dos Estados Unidos, Marco Rubio. O encontro na Casa Branca durou cerca de 1h15 e resultou em uma “conversa muito produtiva”, segundo Mauro Vieira afirmou em pronunciamento. O tarifaço de 50% dos Estados Unidos a produtos brasileiros foi um dos principais temas, segundo o ministro de Relações Exteriores. O ministro afirmou que “prevaleceu uma atitude construtiva” na reunião, marcada por um tom de cooperação e respeito mútuo. O encontro aconteceu na semana seguinte ao telefonema entre os presidentes Luiz Inácio Lula da Silva e Donald Trump, e foi interpretado como um passo na tentativa de distensão entre Brasil e Estados Unidos. Em conversa com Natuza Nery pouco após o encontro acabar, Brian Winter, analista político especializado em América Latina, explica o momento da relação entre os dois países. Editor-chefe da revista Americas Quarterly, Brian avalia que a reserva de terras raras do Brasil, a segunda maior do mundo, pode ser um ponto de unidade entre os dois países. Brian também responde como a ameaça de Trump de atacar a Venezuela esbarra no Brasil, e quais as consequências para a América Latina. Nesta semana, o presidente dos EUA confirmou ter autorizado operações secretas da Agência Central de Inteligência (CIA, na sigla em inglês) na Venezuela de Nicolás Maduro e disse estudar ataques terrestres contra cartéis de drogas em solo venezuelano. Guest: Brian Winter, editor-in-chief of Americas Quarterly magazine and political analyst specializing in Latin America. Behind closed doors, Brazil's Foreign Minister Mauro Vieira met this Thursday (16th) in Washington with US Secretary of State Marco Rubio. The meeting at the White House lasted about 1 hour and 15 minutes and resulted in a "very productive conversation," according to Mauro Vieira in a statement. The United States' 50% tariff increase on Brazilian products was one of the main topics, according to the Foreign Minister. The minister stated that "a constructive attitude prevailed" at the meeting, marked by a tone of cooperation and mutual respect. The meeting took place the week after the phone call between Presidents Luiz Inácio Lula da Silva and Donald Trump, and was interpreted as a step in the attempt to ease tensions between Brazil and the United States. In a conversation with Natuza Nery shortly after the meeting ended, Brian Winter, a political analyst specializing in Latin America, explains the current state of relations between the two countries. Editor-in-chief of Americas Quarterly magazine, Brian believes that Brazil's rare earth reserves, the second largest in the world, could be a point of unity between the two countries. Brian also answers how Trump's threat to attack Venezuela affects Brazil, and what the consequences are for Latin America. This week, the US president confirmed that he had authorized secret operations by the Central Intelligence Agency (CIA) in Nicolás Maduro's Venezuela and said he was studying ground attacks against drug cartels on Venezuelan soil.
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Alleged nefarious actsFrom 🇹🇼 Taiwan This Week, published at 2025-10-17 02:31
We talk the KMT electing a new chairperson amid claims of outside meddling, Nvidia's plans for a new headquarters in Taipei facing problems, a YouTuber being under investigation for talking about a beheading and more. -- Hosting provided by SoundOn
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Pikachu's Rumble RaceFrom 🇳🇴 Nesten hele uka med Lepperød, published at 2025-10-17 01:03
Olli har hatt en litt ubehagelig opplevelse på treningsstudioet, mens Martin prøver å skape fredagsstemning - uten særlig hell. Betaene tester en ny spalte, og det skjer spennende ting i ukens «datejakt». Episoden er produsert av Synne Johansen.
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Why is everyone talking about the fall of Bira 91?From 🇮🇳 Finshots Daily, published at 2025-10-17 00:30
In today’s Finshots, we tell you why Bira 91, the brand that once ruled India’s craft beer market, is slowly fizzling out… and whether it can be revived.Book a FREE call with Ditto - https://ditto.sh/vx51ji
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Alexander the Great, with Mary BeardFrom 🇬🇧 The Rest Is History, published at 2025-10-16 23:05
No one was like him, terrible were his crimes… Where was Alexander the Great born, and who were his parents? What drove him to go beyond the Aegean empire he had already carved out for himself, and conquer lands beyond the limits of the Greek world? Why did Alexander eventually turn back, after ten years of conquest? And, how much of his legend is actually true? In the second episode of this exclusive new series on four of the most iconic subjects from classical antiquity, Tom is joined again by the world renowned classicist, Mary Beard, to discuss one of history’s most famous men: Alexander the Great….hero or villain? **To hear the full episode, and all the other exclusive new episodes from Mary and Tom's ancient history series, coming out every Friday for the next four weeks, join The Rest is History Club at therestishistory.com** _______ Twitter:@TheRestHistory @holland_tom @dcsandbrook Video Editor: Jack Meek Social Producer: Harry Balden Assistant Producer: Aaliyah Akude Producer: Tabby Syrett Senior Producer: Theo Young-Smith Learn more about your ad choices. Visit podcastchoices.com/adchoices
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A Deal With the Devil? Murdoch and New Labour (Part 2)From 🇬🇧 The Rest Is Politics, published at 2025-10-16 23:00
What was the nature of Rupert Murdoch's relationship with Margaret Thatcher? What led to News Corp's near-collapse in the late 1980s, and how did the company recover? Why and how did Tony Blair's "New Labour" court Rupert Murdoch's support in the 1990s? Alastair is joined by two-time Rupert Murdoch biographer, Michael Wolff, to discuss all this and more.Unlock the full five-part mini-series The Rise and Fall of Rupert Murdoch – only with TRIP+. Members enjoy bonus episodes, ad-free listening, and early access to new shows. Start your 7-day free trial today at therestispolitics.com Written & Produced by: Nicole Maslen Video Editor: Josh Smith Social Producer: Celine Charles Filmed by: Charlie Rodwell Senior Producer: Callum Hill Artwork: Alistair Dixon Learn more about your ad choices. Visit podcastchoices.com/adchoices
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The Mosquito, October 16, 2025From 🇮🇹 La Zanzara, published at 2025-10-16 20:45
The Mosquito, October 16, 2025
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The Government Shutdown: Who Will Blink First?From 🇺🇸 The Journal, published at 2025-10-16 20:44
16 days into the government shutdown, services are unavailable and federal workers are facing instability. Both sides have dug in, with Democrats and Republicans pointing fingers at each other. WSJ’s Siobhan Hughes explains what it would take to end the shutdown. Ryan Knutson hosts. Further Listening: -Why This Government Shutdown Is Different -Kathy Hochul on Mamdani, Trump and Where Democrats Went Wrong Sign up for WSJ’s free What’s News newsletter. Learn more about your ad choices. Visit megaphone.fm/adchoices
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Super Soul Special: Ram Dass: The Life of a Spiritual TeacherFrom 🇺🇸 Oprah's Super Soul, published at 2025-10-16 20:29
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Creecy se IVP-ooreenkoms kry swaar; 80% van township-firmas ongeregistreerd, studie dring formalisering aan.From 🇿🇦 The Money Show, published at 2025-10-16 18:56
Stephen Grootes habla con Andrew Pike, jefe de puertos, transporte y logística de Bowmans, y Warwick Lord, presidente de la Asociación de Puertos Interiores Multimodales, sobre la decisión de la Ministra de Transporte, Barbara Creecy, de renovar los acuerdos de operador de terminal de 25 años en el recinto de Island View de Durban, lo que provocó una reacción violenta de los comerciantes locales de combustible y generó preocupaciones sobre la transformación, la transparencia y la seguridad del combustible de Sudáfrica. En otras entrevistas, Bulelani Balabala, orador de negocios, colaborador de medios, emprendedor de municipios TEA, analiza el estudio de Standard Bank que revela que el 80% de las empresas de municipios en los centros económicos de Sudáfrica permanecen sin registrar, lo que limita su acceso a financiamiento y oportunidades de crecimiento formal. The Money Show es un podcast presentado por el conocido periodista y locutor de radio Stephen Grootes. Explora las últimas tendencias económicas, desarrollos comerciales, oportunidades de inversión y estrategias de finanzas personales. Cada episodio presenta conversaciones interesantes con los principales creadores de noticias, expertos de la industria, asesores financieros, emprendedores y políticos, ofreciéndole ideas que invitan a la reflexión para navegar por el panorama financiero en constante cambio. Gracias por escuchar un podcast de The Money Show Escuche en vivo Primedia+ de lunes a viernes de 18:00 a 20:00 (hora de Sudáfrica) The Money Show con Stephen Grootes transmitido en 702 https://buff.ly/gk3y0Kj y CapeTalk https://buff.ly/NnFM3Nk Para obtener más información del programa, vaya a https://buff.ly/7QpH0jY o encuentre todos los podcasts de actualización aquí https://buff.ly/PlhvUVe Suscríbase al boletín diario de The Money Show y al resumen semanal de negocios aquí https://buff.ly/v5mfetc The Money Show es presentado por Absa Síganos en las redes sociales 702 en Facebook: https://www.facebook.com/TalkRadio702 702 en TikTok: https://www.tiktok.com/@talkradio702 702 en Instagram: https://www.instagram.com/talkradio702/ 702 en X: https://x.com/CapeTalk 702 en YouTube: https://www.youtube.com/@radio702 CapeTalk en Facebook: https://www.facebook.com/CapeTalk CapeTalk en TikTok: https://www.tiktok.com/@capetalk CapeTalk en Instagram: https://www.instagram.com/ CapeTalk en X: https://x.com/Radio702 CapeTalk en YouTube: https://www.youtube.com/@CapeTalk567 Consulte omnystudio.com/listener para obtener información sobre privacidad.
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History of Pak-Afghan relations and PTI vs the Establishment - Rafiullah Kakar - #TPE 479From 🇵🇰 The Pakistan Experience, published at 2025-10-16 18:50
Rafiullah Kakar comes back on TPE to discuss the history of Pakistan-Afghan relations, the current crisis, the war with TTP, PTI vs the Establishment, and the political structure of Pakistan.Rafiullah Kakar is a public policy expert currently doing his PhD at Cambridge University.The Pakistan Experience is an independently produced podcast looking to tell stories about Pakistan through conversations. Please consider supporting us on Patreon:https://www.patreon.com/thepakistanexperienceTo support the channel:Jazzcash/Easypaisa - 0325 -2982912Patreon.com/thepakistanexperienceAnd Please stay in touch:https://twitter.com/ThePakistanExp1https://www.facebook.com/thepakistanexperiencehttps://instagram.com/thepakistanexpeperienceThe podcast is hosted by comedian and writer, Shehzad Ghias Shaikh. Shehzad is a Fulbright scholar with a Masters in Theatre from Brooklyn College. He is also one of the foremost Stand-up comedians in Pakistan and frequently writes for numerous publications. Instagram.com/shehzadghiasshaikhFacebook.com/Shehzadghias/Twitter.com/shehzad89Join this channel to get access to perks:https://www.youtube.com/channel/UC44l9XMwecN5nSgIF2Dvivg/joinChapters:0:00 Introduction1:30 Will Afghanistan and Pakistan go to war?6:30 History of Pak-Afghan relations25:00 Why were there repeated failures?31:00 National Action Plan and Pakistan's political structure36:50 Military Operations and Political Consensus 41:40 Imran Khan and PTI's plan 51:00 Afghan Taliban, TTP and India59:30 PTI, Solutions and Prescriptions 1:05:00 PTI vs the Establishment: The way forward1:18:50 Audience Questions
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Madam
From 🇵🇰 The Pakistan Experience, published at 2025-10-16 17:49
If Pakistan has had one true icon, it is the eternal, Madam Noor Jehan.Her talent, her Pazzaz, her confidence made her into an absolute diva, and the envy of millions. Legend chota lafz hay Madam kay liye - one day Pakistanis will know the complete life story of Noor Jehan and the nation will realize what a legend she was!#78years78heroes
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Why RL Won — Kyle Corbitt, OpenPipe (acq. CoreWeave)From 🇺🇸 Latent Space: The AI Engineer Podcast, published at 2025-10-16 17:38
In this deep dive with Kyle Corbitt, co-founder and CEO of OpenPipe (recently acquired by CoreWeave), we explore the evolution of fine-tuning in the age of AI agents and the critical shift from supervised fine-tuning to reinforcement learning. Kyle shares his journey from leading YC's Startup School to building OpenPipe, initially focused on distilling expensive GPT-4 workflows into smaller, cheaper models before pivoting to RL-based agent training as frontier model prices plummeted. The conversation reveals why 90% of AI projects remain stuck in proof-of-concept purgatory - not due to capability limitations, but reliability issues that Kyle believes can be solved through continuous learning from real-world experience. He discusses the breakthrough of RULER (Relative Universal Reinforcement Learning Elicited Rewards), which uses LLMs as judges to rank agent behaviors relatively rather than absolutely, making RL training accessible without complex reward engineering. Kyle candidly assesses the challenges of building realistic training environments for agents, explaining why GRPO (despite its advantages) may be a dead end due to its requirement for perfectly reproducible parallel rollouts. He shares insights on why LoRAs remain underrated for production deployments, why GEPA and prompt optimization haven't lived up to the hype in his testing, and why the hardest part of deploying agents isn't the AI - it's sandboxing real-world systems with all their bugs and edge cases intact. The discussion also covers OpenPipe's acquisition by CoreWeave, the launch of their serverless reinforcement learning platform, and Kyle's vision for a future where every deployed agent continuously learns from production experience. He predicts that solving the reliability problem through continuous RL could unlock 10x more AI inference demand from projects currently stuck in development, fundamentally changing how we think about agent deployment and maintenance. Key Topics: The rise and fall of fine-tuning as a business model Why 90% of AI projects never reach production RULER: Making RL accessible through relative ranking The environment problem: Why sandboxing is harder than training GRPO vs PPO and the future of RL algorithms LoRAs: The underrated deployment optimization Why GEPA and prompt optimization disappointed in practice Building world models as synthetic training environments The $500B Stargate bet and OpenAI's potential crypto play Continuous learning as the path to reliable agents References https://www.linkedin.com/in/kcorbitt/ Aug 2023 https://openpipe.ai/blog/from-prompts-to-models DEC 2023 https://openpipe.ai/blog/mistral-7b-fine-tune-optimized JAN 2024 https://openpipe.ai/blog/s-lora MAY 2024 https://openpipe.ai/blog/the-ten-commandments-of-fine-tuning-in-prod https://www.youtube.com/watch?v=-hYqt8M9u_M Oct 2024 https://openpipe.ai/blog/announcing-dpo-support AIE NYC 2025 Finetuning 500m agents https://www.youtube.com/watch?v=zM9RYqCcioM&t=919s AIEWF 2025 How to train your agent (ART-E) https://www.youtube.com/watch?v=gEDl9C8s_-4&t=216s SEPT 2025 ACQUISTION https://openpipe.ai/blog/openpipe-coreweave W&B Serverless RL https://openpipe.ai/blog/serverless-rl?refresh=1760042248153
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#2394 - Palmer LuckeyFrom 🇺🇸 Joe Rogan Experience, published at 2025-10-16 17:00
Palmer Luckey is the founder of defense technology company Anduril Industries, designer of the Oculus Rift, a virtual reality head-mounted display, and the founder of Oculus VR, which was acquired by Facebook in 2014. www.anduril.com/profile/palmer-luckey Perplexity: Download the app or ask Perplexity anything at https://pplx.ai/rogan. 50% off your first box at https://www.thefarmersdog.com/rogan! This video is sponsored by BetterHelp. Visit https://BetterHelp.com/JRE Learn more about your ad choices. Visit podcastchoices.com/adchoices
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Priest from Gaza: "We try to rise amidst the destruction and fear of new attacks"From 🇦🇷 Cara o Ceca, published at 2025-10-16 16:56
Según la ONU, reconstruir Gaza costará 70.000 millones de dólares tras la destrucción del 84% del territorio por bombardeos. El acuerdo de paz trajo alivio, pero la ayuda humanitaria es insuficiente. "La situación es complicada: alegría por la paz, temor e inseguridad. La gente teme que los bombardeos regresen. La destrucción es enorme", dijo el padre Carlos Ferrero desde Gaza. Familias regresan a hogares destruidos sin electricidad ni agua. La parroquia, Cáritas y el patriarcado de Jerusalén entregan ayuda. Ferrero destacó el diálogo y el perdón. "Los gazatíes nos conocieron más. El cristianismo tiene el perdón. Pido fe por la paz. Queremos un mundo reconciliado", cerró. Expectativas por el acuerdo Argentina-EEUU: "Milei está perdiendo el rumbo". El embajador Alec Oxenford confirmó el acuerdo tras la reunión Trump-Milei. "Cautela, sin letra chica. Ya vimos la reacción del mercado", dijo Carlos D’Alessandro. "El Gobierno se convirtió en lo que combatíamos. En San Luis y Buenos Aires hay casos raros. Debe haber consensos, no Decretos de Necesidad y Urgencia", cerró.
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Suneel's Favourite Cars, The New Auto Policy and Why Pakistan can't make Cars - Suneel Munj - #TPE
From 🇵🇰 The Pakistan Experience, published at 2025-10-16 16:33
Suneel Munj comes on for a comprehensive podcast of TPE where we discuss politics, cars, and the difficulty in finding a driver.In this episode we discuss Suneel's favourite cars, Haval, Honda, Indus Corolla, why Pakistan can't manufacture cars, electric cars, hybrids, Ducky Bhai, FBR, and more.Is it worth buying a hybrid car?Will Electric batteries die in 7 years?Is Honda Civic a lifafa?Find out this and more in this week's episode of The Pakistan Experience.Suneel Sarfraz Munj is a Pakistani Entrepreneur and the founder and CEO of PakWheels.com, the largest online marketplace for buying and selling new and used cars in Pakistan.The Pakistan Experience is an independently produced podcast looking to tell stories about Pakistan through conversations. Please consider supporting us on Patreon:https://www.patreon.com/thepakistanexperienceTo support the channel:Jazzcash/Easypaisa - 0325 -2982912Patreon.com/thepakistanexperienceAnd Please stay in touch:https://twitter.com/ThePakistanExp1https://www.facebook.com/thepakistanexperiencehttps://instagram.com/thepakistanexpeperienceThe podcast is hosted by comedian and writer, Shehzad Ghias Shaikh. Shehzad is a Fulbright scholar with a Masters in Theatre from Brooklyn College. He is also one of the foremost Stand-up comedians in Pakistan and frequently writes for numerous publications. Instagram.com/shehzadghiasshaikhFacebook.com/Shehzadghias/Twitter.com/shehzad89Join this channel to get access to perks:https://www.youtube.com/channel/UC44l9XMwecN5nSgIF2Dvivg/joinChapters:0:00 Introduction1:30 Being confident in your work5:00 New Auto Policy14:40 Infant Industry Argument20:50 Mitsubishi Lancer23:12 Indus Corolla25:52 Honda and rating Pakistani cars31:10 Electric Cars and Battery Life35:59 Haval, Stocks and Investments 41:43 Pakistani Society, Domestic Help and Middle Class 50:00 Electric Car58:33 Etron, Ducky Bhai, FBR and Capitalism 1:08:50 Kids don't know our heroes1:14:24 Ducky Bhai, Vlogging and Internet Fame 1:23:00 Audience Questions
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What it’s really like to win the lottery | Matt PitcherFrom 🇺🇸 TED Talks Daily, published at 2025-10-16 15:01
What happens when ordinary people win the lottery? Financial planner Matt Pitcher shares lessons from more than a decade of advising lotto winners, revealing how sudden wealth can unbalance life and spark consumerism — or create profound opportunities for meaning. This talk just might make you rethink the link between money and happiness. Hosted on Acast. See acast.com/privacy for more information.
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Raport o sztucznej inteligencji - pochodzenie i definicja.From 🇵🇱 Raport o stanie świata Dariusza Rosiaka, published at 2025-10-16 15:00
For centuries, we have dreamed of creating a thinking machine. From the Golem to Frankenstein – we have always wanted to breathe the spark of reason into matter. Today, this fantasy has become a reality. Artificial intelligence is everywhere – in our phones, homes, conversations, decisions. Some are delighted, others are terrified. But do we really know what it is? In the first episode of "The Artificial Intelligence Report," we go back to the sources – from Stanisław Lem to John McCarthy, from the first experiments with machine learning to the revolution that is changing the world faster than anyone expected. Stanisław Lem will also be a permanent guide to the new format, because his books – "The Cyberiad" and "Robot Fables" – contain virtually everything we are experiencing today. How was artificial intelligence born – and why do we still know so little about it? How is it possible that a man who created algorithms for years one day became their victim – when, as a food delivery driver, he began to fight against a soulless system that assessed his work like a machine? Can artificial intelligence act on our behalf? For example, do the shopping for us – without any redirects to online stores? Is it worth using? Guests: Jerry Kaplan – American pioneer of computer science, tablet and smartphone. Armin Samii – a programmer from Iran who one day decided to stand on the other side of the algorithm. Mateusz Chrobok – expert in cybersecurity, AI and startups. Readers: Grzegorz Dobiecki Marek Niedźwiecki Krzysztof Tubilewicz Michał Żakowski **The partner of this episode is the Robert Dobrzycki Foundation.** Schedule: (10:15) Jerry Kaplan: Where did AI come from and what is it? (38:13) Armin Samii: How algorithms control the life of a food delivery driver (52:07) Mateusz Chrobok: Shopping with artificial intelligence (56:41) Talk to you soon *---------------------------------------------* The Report on the State of the World is a broadcast that exists thanks to our Patrons, join the collection ➡️ [https://patronite.pl/DariuszRosiak](https://patronite.pl/DariuszRosiak) Subscribe to the Report on the State of the World newsletter ➡️ [https://dariuszrosiak.substack.com/](https://dariuszrosiak.substack.com/) Report shirts and mugs ➡️ [https://patronite-sklep.pl/kolekcja/raport-o-stanie-swiata/](https://patronite-sklep.pl/kolekcja/raport-o-stanie-swiata/) [Self-promotion]