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TechSurge: Deep Tech VC Podcast


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 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…
The GDPR Guy
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Conteúdo fornecido por Carl Gottlieb. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Carl Gottlieb 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.
The GDPR Guy - the podcast dedicated to all things privacy, hosted by Carl Gottlieb - the trusted privacy advisor to leading tech companies, helping them gain maximum advantage through the right privacy strategy. Each episode Carl will be providing information, insights and inspiration to help you on your privacy journey. You’ll find show notes and useful resources on the website, https://CarlGottlieb.com, as well as details for getting in touch with Carl directly.
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25 episódios
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Manage series 2334146
Conteúdo fornecido por Carl Gottlieb. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Carl Gottlieb 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.
The GDPR Guy - the podcast dedicated to all things privacy, hosted by Carl Gottlieb - the trusted privacy advisor to leading tech companies, helping them gain maximum advantage through the right privacy strategy. Each episode Carl will be providing information, insights and inspiration to help you on your privacy journey. You’ll find show notes and useful resources on the website, https://CarlGottlieb.com, as well as details for getting in touch with Carl directly.
…
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25 episódios
Todos os episódios
×The Privacy world has done a great job of over complicating things for engineers with conflicting definitions in the GDPR, CCPA, ISO and elsewhere. In this episode get to the heart of what you need to know for some of the main privacy terminology out there. Find out more at https://carlgottlieb.com .…

1 #24 - It’s time to kill the privacy champion 10:11
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Connecting with your audience as a compliance person can be tough, so we have the privacy champion model to save the day. Or so you’d think. In this episode I explain why privacy champions fail and what we should do instead to get the organisation engaged with privacy and loving you. Find out more at https://carlgottlieb.com .…
In this episode I talk about why privacy software seems to miss the mark so badly, why we all seem to hate it so much and whose fault it is that us privacy folk are so unhappy with it. I give some advice for vendors and privacy folk on how to make things better and explain what people on the front line with budget to spend want to see. Find out more at https://carlgottlieb.com .…

1 #22 - Yes, your DPO does need to be technical 5:30
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It’s time to face reality, if your DPO is not technical then you’re missing out. In this episode I discuss why tech skills matter when it comes to privacy, why delegating tech responsibility isn’t ideal and what General Counsels should be looking for when it comes to hiring a DPO for their team. Find out more at https://carlgottlieb.com.…

1 #21 - Privacy Swingers: Letting your DPO play the field 5:02
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Should your DPO work full time? In this episode I discuss the pitfalls of full time roles, why fractional DPOs may be a better fit for you, and what distinct benefits a part-time DPO might bring. Find out more at https://carlgottlieb.com.
DPOs are great but should really hire one? In this episode I discuss why now is probably not the right time to go all in with a DPO and what you might want instead. And for when you are ready for a DPO, I provide some tips on how to start out on the right track. Find out more at https://carlgottlieb.com .…
In this episode I discuss what most organisations are getting wrong when it comes to establishing trust in their privacy practices. I provide insights into what it’s like as a DPO at tech companies on both sides of the due diligence battle. And I give tips on what you can do to beat the competition. Find out more at https://carlgottlieb.com .…

1 #18 - Kabir Barday - CEO of OneTrust 1:01:03
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In this episode I'm chatting live with Kabir Barday - CEO of OneTrust. We're discussing hyper growth, listening to customers, maintaining best-of-breed and what's next for OneTrust. Show notes and videos for this episode are available at https://carlgottlieb.com/thegdprguy/ .

1 Didi Dayton - Partner at Wing Venture Capital 56:22
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In this episode I'm chatting live with Didi Dayton - Partner at Wing Venture Capital. We're discussing VC investment strategies, big trends in tech, trust as a differentiator and diversity in the boardroom. Show notes and videos for this episode are available at https://carlgottlieb.com/thegdprguy/ .…

1 Pedro Pavon - Senior Counsel at Salesforce 1:01:53
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In this episode I'm chatting live with Pedro Pavon, Senior Counsel at Salesforce. We're discussing privacy within the tech industry, risk taking and whether the CPRA should make us optimistic for privacy law in the US. Show notes and videos for this episode are available at https://carlgottlieb.com/thegdprguy/ .…

1 Chat with Andy Dale, General Counsel at Alyce 1:00:05
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Chat with Andy Dale, General Counsel at Alyce – A recording of a live video chat between Carl and Andy Dale of Alyce about his role in helping the business thrive through privacy.

1 Chat with Joey Stanford of Platform.sh 1:11:25
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Chat with Joey Stanford of Platform.sh – A recording of a live video chat between Carl and Joey Stanford of Platform about his role as a DPO and security lead.
YouTube Meets COPPA – Explaining YouTube’s recent COPPA settlement with the FTC and the new changes they have implemented.
Do Not Sell – Discussing the new requirements of the CCPA for a Do Not Sell My Personal Information link on your website, and what selling really means in the context of the CCPA.
One Year of the GDPR – After one year of the GDPR, I talk about its biggest and most disappointing impact, the annoying cookie banners you see everywhere online. Show Notes
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