The Art Of Complexity podcast

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

10 dni temu1:14:43

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1:14:43

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…

The Art of Complexity Podcast

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Join entrepreneur and military veteran Roy Adams of GiNOSKO Consulting each week as he talks about the wicked problems people face in their personal and professional lives, and how to navigate them. He will be joined by a variety of guests including CEOs, authors, entrepreneurs, and fellow military professionals, to discuss how complexity works in organizations and society; and how leading and solving complex challenges is an art form. Simply put...How to think and act beyond...

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The Art of Complexity Podcast

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1
The 4 C's of Leadership - Revisited 31:37

5 years temu31:37

31:37

After several requests from listeners, we offer a more in-depth discussion on the 4 C's of leadership. Join us as we conclude season 2 with how we form our leadership philosophy around these 4 C's.

1
ACT Now - Premortem Analysis 32:07

5 years temu32:07

32:07

In this episode, we walk through an effective technique for dealing with the failure that could be (or will be). Premortem Analysis unlocks your thinking about your strategy, project, or team, to see what decisions you may be making now can and will lead to catastrophic failure.

1
ACT Now - 5 Whys Technique #5 26:54

5 years temu26:54

26:54

A close cousin to our last episode and technique, 5 Whys is a simple technique to "peel back the onion" until you get at the root cause(s) of WHY things are happening. You can use this individually or in a group/team setting. Join Indy, Roy, and Vince as they explore the effective and vital technique of Applied Critical Thinking.…

1
ACT Now - 4 Ways of Seeing Technique #4 22:27

5 years temu22:27

22:27

What a great technique to add to your arsenal. When you can visualize and understand how to see in 4 ways, you gain a direct advantage against complexity and uncertainty. Join us and we explore how to use this technique on a day to day basis.

1
ACT Now-Check your Assumptions at the Door!!! -Technique 3 28:03

5 years temu28:03

28:03

In this episode, we get to one of the most important techniques to use and master in your day to day decision making. We call it Key Assumption Check. Indy, Roy, and Vince discuss what it is and why it is so important in an ever-changing landscape. Don't overlook this important step and technique in decision making. It is that critical to your success and/or maybe your failure.…

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ACT Now-Technique 2 Stakeholder Mapping 24:33

5 years temu24:33

24:33

On this episode we jump onto a very effective technique to understand and analyze the stakeholders who may be affected by your decisions and actions.

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ACT Now- Technique 1 (Problem Restatement) 22:46

5 years temu22:46

22:46

In this episode we jump into our first technique to help you implement Applied Critical Thinking. Problem Restatement is all about opening your perspectives to see things differently.

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ACT Today - A new way of thinking 24:44

5 years temu24:44

24:44

In this episode we jump right into Applied Critical Thinking. What is it and why should you care? So lean in as we Navigate the Unknown.

1
Trust! The Currency of Leadership 17:46

5 years temu17:46

17:46

In today's episode, we continue our conversation about leadership and decision making in the midst of a crisis. Indy shares with us his "4 C's" Leadership philosophy that is critical for any leader to embody and live out in any situation. Do you... Have Good Character, doing the right thing Have a good Cognitive model, bend the corner Have Courage for the organization (not yourself), putting the org first Have Compassion and remember it's people we’re dealing with. Join us as we Lean In and Navigate the Unknown…

1
Defining the “New Normal...” 20:10

5 years temu20:10

20:10

We keep hearing this term "new normal" being throw around because of the extraordinary times we all face. We offer some thoughts on Leadership in crisis that you can use right now in the midst of this global pandemic.

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The Art of Complexity Podcast

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