#490: How To Learn AI in 2025 (If I Started Over)

Jan 20, 2025

Dr. Mike Pound, an expert in AI and computer vision, shares his insights on the future of artificial intelligence. He discusses the need for a multidisciplinary approach to AI, especially in fields like cybersecurity. Exploration of AI's limitations highlights the importance of hands-on experience and a critical assessment of new technologies. Mike also addresses privacy concerns and the societal divide created by AI advancements. Finally, he tackles fears about job security, emphasizing that human insight remains indispensable despite automation.

Ask episode

AI Snips

Chapters

Transcript

Episode notes

INSIGHT

AI Development Shift

The focus in AI has shifted from simply making language models bigger to integrating them into tools.
This allows for smarter systems and improved performance by incorporating actual data.

INSIGHT

AGI Hype

Sam Altman's prediction of AGI's arrival might be influenced by OpenAI's stock price.
Many researchers believe that LLMs are tools within larger systems, not standalone solutions.

INSIGHT

AI Growth Trend

Despite initial hype, AI's growth has followed a logarithmic trend, not an exponential one.
Recent papers demonstrate LLMs' limitations in reasoning and handling superfluous information.

Get the Snipd Podcast app to discover more snips from this episode

Get the app

Big thanks to Brilliant for sponsoring this video! To try everything Brilliant has to offer for free for a full 30 days and 20% discount visit: https://Brilliant.org/DavidBombal // Mike SOCIAL // X: / _mikepound Website: https://www.nottingham.ac.uk/research... // YouTube video reference // Teach your AI with Dr Mike Pound (Computerphile): • Train your AI with Dr Mike Pound (Com... Has Generative AI Already Peaked? - Computerphile: • Has Generative AI Already Peaked? - C... // Courses Reference // Deep Learning: https://www.coursera.org/specializati... AI For Everyone by Andrew Ng: https://www.coursera.org/learn/ai-for... Pytorch Tutorials: https://pytorch.org/tutorials/ Pytorch Github: https://github.com/pytorch/pytorch Pytorch Tensors: https://pytorch.org/tutorials/beginne... https://pytorch.org/tutorials/beginne... https://pytorch.org/tutorials/beginne... Python for Everyone: https://www.py4e.com/ // BOOK // Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville: https://amzn.to/3vmu4LP // PyTorch // Github: https://github.com/pytorch Website: https://pytorch.org/ Documentation: / pytorch // David's SOCIAL // Discord: discord.com/invite/usKSyzb Twitter: www.twitter.com/davidbombal Instagram: www.instagram.com/davidbombal LinkedIn: www.linkedin.com/in/davidbombal Facebook: www.facebook.com/davidbombal.co TikTok: tiktok.com/@davidbombal // MY STUFF // https://www.amazon.com/shop/davidbombal // SPONSORS // Interested in sponsoring my videos? Reach out to my team here: sponsors@davidbombal.com // MENU // 0:00 - Coming Up 0:43 - Introduction 01:04 - State of AI in 2025 02:10 - AGI Hype: Realistic Expectations 03:15 - Sponsored Section 04:30 - Is AI Plateauing or Advancing? 06:26 - Overhype in AI Features Across Industries 08:01 - Is It Too Late to Start in AI? 09:16 - Where to Start in 2025 10:20 - Recommended Courses and Progression Paths 13:26 - Should I Go to School for AI? 14:18 - Learning AI Independently with Resources Online 17:24 - Machine Learning Progression 19:09 - What is a Notebook? 20:10 - Is AI the Top Skill to Learn in 2025? 23:49 - Other Niches and Fields 25:05 - Cyber Using AI 26:31 - AI on Different Platforms 27:13 - AI isn’t Needed Everywhere 29:57 - Leveraging AI 30:35 - AI as a Productivity Tool 31:55 - Retrieval Augmented Generation 33:28 - Concerns About Privacy with AI 36:01 - The Difference Between GPU’s, CPU’s, NPU’s etc. 37:30 - The Release of Sora38:56 - Will AI Take Our Job? 41:00 - Nvidia Says We Don’t Need Developers 43:47 - Devin Announcement 44:59 - Conclusion Please note that links listed may be affiliate links and provide me with a small percentage/kickback should you use them to purchase any of the items listed or recommended. Thank you for supporting me and this channel! Disclaimer: This video is for educational purposes only.