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1 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 mathematical concepts that power 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…
ADAverse
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Conteúdo fornecido por Shaun Leisegang. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Shaun Leisegang ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
Welcome to the ADAverse Podcast—your hub for all things Automation, Data, and AI. In each episode, we explore the trends and innovations transforming the business landscape, engaging with industry experts, thought leaders, and visionaries at the forefront of the digital revolution. Whether you're a seasoned professional or just curious about how intelligent technologies are reshaping our world, our in-depth conversations, inspiring stories, and actionable insights will empower you to stay ahead of the curve. Tune in, join the conversation, and be part of the future—right here in the ADAverse.
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38 episódios
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Conteúdo fornecido por Shaun Leisegang. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Shaun Leisegang ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
Welcome to the ADAverse Podcast—your hub for all things Automation, Data, and AI. In each episode, we explore the trends and innovations transforming the business landscape, engaging with industry experts, thought leaders, and visionaries at the forefront of the digital revolution. Whether you're a seasoned professional or just curious about how intelligent technologies are reshaping our world, our in-depth conversations, inspiring stories, and actionable insights will empower you to stay ahead of the curve. Tune in, join the conversation, and be part of the future—right here in the ADAverse.
…
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38 episódios
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1 Episode 001: From Automation Alliance to ADAverse: The Evolution of Automation, Data & AI 16:42
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In this inaugural episode, host Shaun Leisegang sits down with Pieter DeGunst , Managing Director of Tecala , to explore the journey from rapidMATION and the Automation Alliance to the birth of ADAverse. Join us as we discuss: 🔹 The evolution of automation and AI in business 🔹 Why data is the fuel that powers AI 🔹 The critical role of automation, data, and AI in modern organisations 🔹 How ADAverse is building a community for thought leaders and innovators Plus, Pieter steps into the Hot Seat for rapid-fire questions, sharing insights on his bucket list, favourite books, and what excites him most about the future of AI. If you're navigating the ever-changing landscape of AI-powered business transformation, this is the podcast for you! 👉 Join the ADAverse community today: ADAverse.com.au 🎧 Subscribe & listen on Spotify or Apple Podcasts…

1 Episode 37: Exploring the Power of ChatGPT and Intelligent Automation 22:04
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You cannot go anywhere at the moment without hearing about ChatGPT and it is certainly taking over the internet at the moment. Join us on this episode where we talk all things ChatGPT and Intelligent Automation. Kudos to Mick Taylor and Stuart Chambers from UiPath and Deon Smit from Nintex for their excellent work and evangelism in showing what is possible. #ChatGPT #IntelligentAutomation…

1 Episode 36: Strategic Design or Intelligent Automation; Where should I start? 47:07
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Shaun chats with Stephen Graham (Design Director at STCK), on the intersection of Strategic Design and Intelligent Automation.

1 Episode 35: Stories from the field: Catch up with a UiPath MVP on all things UiPath and Microsoft Power Automate 40:09
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Shaun chats with Jacqui Miller (Application Architect at Dimension Data), one of the newest UiPath MVP's and the first female MVP in Africa, on all things UiPath and Microsoft Power Automate.

1 Episode 34: Exciting news from the Nintex camp 25:29
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Shaun chats with Chris Ellis (Director of Presales at Nintex) on Nintex's latest acquisition of RPA leader Kryon.

1 Episode 33: Fireside chat with Anders Jensen, an Automation Teacher & YouTuber 38:15
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Shaun has a fireside chat with Anders Jensen, an Automation Teacher & YouTuber, who is doing some amazing things in the automation community. You can connect with Anders on the following social media channels: [YouTube] https://youtube.com/c/andersjensenorg [LinkedIn] https://www.linkedin.com/company/andersjensenorg [Twitter] https://twitter.com/andersjensenorg…

1 Episode 32: Getting stuff done with a new generation of apps for work. That employees love. 36:56
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We chat with Dennis Parker (Customer Lead at Jigx) about getting stuff done with a new generation of apps for work. That employees love.

1 Episode 31: Building a Fantasy Sports Newsletter with Robotic Process Automation 24:47
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We chat with David Kroll (Lead Solutions Engineer, Ashling Partners) on how he used Robotic Process Automation to build out and automate his Fantasy Sports Newsletter.

1 Episode 30: Responsible Automation - Retain, retrain and redeploy your workforce 27:54
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In this episode we host Greg Miller, Executive Director at Faethm, and we talk about Responsible Automation which is the ability to retain, retrain and redeploy your workforce. With the people that companies need for the future already in their business, automation does not have to result in job loss. We chat about Faethm's reskilling and upskilling Job Corridors which allows companies to get the maximum value out of automation through an equitable transition of their current employees to tomorrow's jobs.…

1 Episode 29: All things Process Mining, Task Mining and Automated Testing 36:37
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We welcome Stuart Chambers, UiPath Emerging Product Sales Specialist for the Australia New Zealand region, to this episode of the Automation Alliance Podcast where we talk all things Process Mining, Task Mining and Automated Testing. Stuart is a regional thought leader and subject matter expert and advises organisations on how to leverage UiPath's emerging product suite to drive process optimisation, increase automation and unlock value.…

1 Episode 28: The Future of Insurance, today. 33:06
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Absolutely thrilled to have Katrin Stoecker, Chief Operations Officer at Steadfast Underwriting Agencies join us for this insightful episode discussing their Intelligent Automation journey. We discuss everything from process renewal bots to how they are driving the Citizen Developer agenda. It has been incredibly rewarding to watch the momentous impact that automation is having across Steadfast Underwriting Agencies and the wider Steadfast Group and now you too can listen to their story.…

1 Episode 27: How to understand your business processes with Nintex Promapp 33:38
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What a pleasure it was to have Thomas Kohlenbach, senior product specialist at Nintex, join us for this episode focussed on achieving process excellence. We discuss how an effective process culture can promote innovation and business agility and how really understanding your processes is the true beginning of automation success. A fantastic episode packed with many relevant use cases and great insight into the process excellence domain.…

1 Episode 26: Mastering Accounts Payable Automation at Coates Hire 22:12
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What an incredible success story we get to discuss on this episode! We hear how Pieter Le Roux, National Shared Services Manager, is driving an automation first mindset at Coates Hire starting with the successful implementation of their Intelligent Accounts Payable solution. Shaun and Pieter discuss how automating the routine across the finance function at Coates Hire has helped to liberate minds and make work matter for their employees.…

1 Episode 25: The Automation Alliance Global Network > Meet jaam 46:45
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What a pleasure it was having Graham Penman, Co-founder of jaam Automation in the UK, as a special guest for this episode. We ran through the recent Accenture Tech Vision 2021 themes and discussed how we see these playing out in our respective markets. We looked at the wider automation partner ecosystem and discussed how important players such as Druid Chatbot platform, Re:infer and others are quickly allowing organisations to truly scale their Intelligent Automation initiatives.…

1 Episode 24: Intelligent Automation in 2021 > RPA Predictions 27:03
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Absolutely thrilled to have Guy Kirkwood, Chief Evangelist at UiPath, share his thoughts and predictions for RPA, AI, and automation in 2021. He has an incredibly accurate track record from previous years and it is well worth a listen to ensure you are up to speed with the latest industry predictions. A fantastic episode that all our listeners will benefit from. Enjoy.…
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