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المحتوى المقدم من Steve Blank Podcast and Steve Blank. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Steve Blank Podcast and Steve Blank أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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…
Lean LaunchPad @Stanford 2024 – 8 Teams In, 8 Companies Out
Manage episode 426795582 series 78484
المحتوى المقدم من Steve Blank Podcast and Steve Blank. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Steve Blank Podcast and Steve Blank أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
We just finished the 14th annual Lean LaunchPad class at Stanford. The class had gotten so popular that in 2021 we started teaching it in both the winter and spring sessions. During the quarter the eight teams spoke to 919 potential customers, beneficiaries and regulators. Most students spent 15-20 hours a week on the class, about double that of a normal class. In the 14 years we’ve been teaching the class, we had something that has never happened before – all eight teams in this cohort have decided to start a company.
…
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270 حلقات
Manage episode 426795582 series 78484
المحتوى المقدم من Steve Blank Podcast and Steve Blank. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Steve Blank Podcast and Steve Blank أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
We just finished the 14th annual Lean LaunchPad class at Stanford. The class had gotten so popular that in 2021 we started teaching it in both the winter and spring sessions. During the quarter the eight teams spoke to 919 potential customers, beneficiaries and regulators. Most students spent 15-20 hours a week on the class, about double that of a normal class. In the 14 years we’ve been teaching the class, we had something that has never happened before – all eight teams in this cohort have decided to start a company.
…
continue reading
270 حلقات
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1 Going to Trade Shows Like it Matters – Part 1 10:15
10:15
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Ignore This Post If you’re selling via the web and trade shows are something your grandfather told you about, ignore this post. If you’re in markets that still exhibit at them (semiconductors, communications, enterprise software, medical devices, etc.,) you know they’re expensive in time, dollars and resources.…

1 Story Behind “The Secret History” Part IV: Library Hours at an Undisclosed Location 12:45
12:45
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It was 1978. Here I was, a very junior employee of ESL, a company with its hands in the heart of our Cold War strategy. Clueless about the chess game being played in Washington, I was just a minion in a corporate halfway house in between my military career and entrepreneurship.

1 Story Behind “The Secret History” Part III: The Most Important Company You Never Heard Of 11:12
11:12
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1978. Two years out of the Air Force, serendipity (which would be my lifelong form of career planning) found me in Silicon Valley working for my first company: ESL. If you’re an entrepreneur, ESL is the most important company you’ve never heard of. If you are a practitioner of Customer Development, ESL was doing it before most us were born. If you think the Cold War turned out the right side up (i.e. Communism being a bad science experiment) ESL’s founder Bill Perry was moving the chess pieces. And no one who really knew could tell you.…
I love business plan competitions. I hate business plan competitions.

1 Preparing for Chaos – the Life of a Startup 2:13
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I just finished reading Donovan Campbell’s eye-opening book, “Joker One“, about his harrowing combat tour in Iraq leading a Marine platoon. This book may be the Iraq war equivalent of “Dispatches” which defined Vietnam for my generation. (Both reminded me why National Service would be a very good idea.)…

1 Killing Innovation with Corner Cases and Consensus 4:03
4:03
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I was visiting a friend whose company teaches executives how to communicate effectively. He had just filmed the second of a series of videos called, Speaking to the Big Dogs: How mid-level managers can communicate effectively with C-level executives (CEO, VP’s, General Managers, etc.) As we were plotting marketing strategy, I mentioned that the phrase “Speaking to the Big Dogs” might end up as his corporate brand. And that he might want to think about aligning all his video and Internet products under that name.…

1 Change We Can Believe In – Reinventing the US Auto Industry: Open Source the Chevy Volt 3:53
3:53
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This article in the NY Times about China’s thinking strategically about electric cars was a poignant contrast to our struggles in the U.S. with the auto bailout. It reminded me about the adage, “when you’re up to your neck in alligators, the last thing you remember is that you were supposed to drain the swamp.” Memo to Washington – weren’t we were to be the country innovating here?…
I saw an article in the New York Times about Google’s hiring practices that reminded me of the differences between great big successful technology companies and small scrappy startups.
Startup Ethics: Albatross or Essential? by Steve Blank
The Curse of a New Building by Steve Blank
I was lucky to have been standing in the right place when video became part of the Macintosh. And I got to experience a type of customer buying behavior I had never seen before – the Novelty Effect.
While this story is about my experience in packaging for computer retail channels, if you substitute the word “web site” for retail, you’ll get the idea why these lessons were timeless for me.

1 Supermac War Story 8: Cats and Dogs – Admitting a Mistake 3:42
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At SuperMac, I thought I was good VP of marketing; aggressive, relentless and would take no prisoners – even with my peers inside the company. But a series of Zen-like moments helped me move to a different level that changed how I operated. It didn’t make my marketing skills any worse or better, but moved me to play forever on a different field.…

1 SuperMac War Story 7: Rabbits Out of the Hat – Product Line Extensions 9:29
9:29
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A year after we started repositioning the company, Engineering, which had been working on a family of new products literally for years, came to deliver some good news and bad news.

1 SuperMac War Story 5: Strategy versus Relentless Tactical Execution — the Potrero Benchmarks 11:34
11:34
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SuperMac War Story 5: Strategy versus Relentless Tactical Execution — the Potrero Benchmarks by Steve Blank
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