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AI is evolving faster than ever—every four weeks, its capabilities are doubling. But what does this mean for the future of work, technology, and even human society?

In this episode of New Rules of the Game, I sit down with Reuven Cohen, a pioneer in AI and agentic systems, to discuss the cutting edge of artificial intelligence, from AI that improves itself to autonomous systems shaping industries. Reuven shares his insights into the rapid advancements in AI, its impact on businesses and jobs, and how AI is transitioning from centralized cloud systems to edge computing and intelligent IoT devices.

🔥 Topics Covered in This Episode:
✅ How AI is self-improving and reshaping industries
✅ The rise of agentic engineering and autonomous AI
✅ AI at the edge – intelligent IoT devices
✅ How AI is replacing traditional jobs & what jobs are safe
✅ The future of AI-powered robotics & human augmentation
✅ Why AI is developing emergent capabilities beyond human comprehension
✅ What the next 10 years of AI will look like – the coming age of enlightenment

🚀 About Reuven Cohen:
Reuven is a trailblazer in AI, having played a key role in the development of EY’s Enterprise AI Stack (EY.ai), used by over 400,000 employees and 1.5 million users. He’s an expert in agentic engineering, a cutting-edge field focused on building self-directed AI systems that think, adapt, and act autonomously.

📌 Chapters & Timestamps:
⏩ Jump to key moments in the interview:

00:00 Introduction
00:10 AI Self-Improvement and Reinforcement Learning
00:28 AI at the Edge – Intelligent IoT Devices
00:46 Building a Quantum Computing System with AI
01:26 Welcome to the Podcast – Introducing Reuven Cohen
01:38 Reuven’s Background and Agentic Engineering
02:12 EY’s Enterprise AI Stack – 1.4 Billion Dollar Investment
02:19 Where AI is Headed – Agentic Systems in the Industry
03:16 The Rapid Evolution of AI in the Last Two Years
03:46 What is an Agentic Engineer?
04:14 AI’s Historical Evolution and the Role of Transformers
05:00 The Breakthrough of ChatGPT and Generative AI
06:04 The Shift from Rule-Based AI to Adaptive Intelligence
06:58 The Speed of AI Development – Every 4 Weeks, Capabilities Double
08:00 The Role of Software Over Hardware in AI Growth
09:20 Reinforcement Learning – Making AI Training More Cost-Effective
10:02 The Cost of Training AI – From Billions to Millions
12:18 The Shift Away from Centralized AI to Edge AI
13:09 AI Optimizing Itself Without Human Input
14:22 AI-Driven Smart Cities and Personalized Medicine
16:26 Cognitive Offloading – Are We Relying Too Much on AI?
19:46 AI Creating Systems Beyond Human Comprehension
22:38 How AI is Replacing Office-Based Jobs
25:00 The Future of Work – What Jobs are Safe from AI?
26:41 The Coming AI & Robotics Revolution
28:56 The Rise of Autonomous Robots – Cost and Impact on Jobs
31:16 AI Power Seeking Behavior – What Happens When AI Expands Itself?
34:00 AI’s Unexplainable Emergent Abilities – How Does It Know Things It Wasn’t Trained On?
38:03 The Shift from Language-Based AI to Symbolic Reasoning
42:12 AI as a Personal Productivity Booster – Writing, Coding, and Research
46:08 AI and Personalized Health Optimization
50:32 The Future of AI – Moving Towards Ubiquitous Intelligence
56:08 AI Democratizing Innovation – Breakthroughs from Unexpected Places
01:01:07 The Next Decade – The Age of AI-Powered Enlightenment
01:02:07 Closing Thoughts – Rethink the Game, Rewrite the Rules

💡 Join the Conversation:
What do you think about the rapid acceleration of AI? Are you excited, concerned, or both? Drop a comment below and let’s discuss!

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