Are we already in the AI bubble—or just getting started? In this fast-paced AI Roulette episode, David and Peter dive deep into the future of generative AI, AI code tools, agent hype, and whether data scientists are becoming obsolete. You'll hear hot takes on the state of enterprise AI, infrastructure investments, and the real skills needed in an AI-powered world. Plus, how GenAI is reshaping hiring, engineering, and leadership across industries.

00:00 – Why 2025 Needs Better AI
04:30 – The True Cost of Huge Context Windows
09:05 – Agents Are Overhyped: Here's Why
14:00 – What Agentic AI Should Look Like
20:30 – Misconceptions About AI Performance
26:00 – Why Your Company Still Doesn’t Get AI
33:45 – The Problem with “Magic” AI Thinking
38:55 – The Future of Work Isn’t What You Think
45:15 – Building with AI Responsibly
51:20 – Predictions for 2026 and Beyond

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

Learn More:
Visit our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter Memon's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#podcast #qna #artificialintelligence

Is education ready for the AI revolution? Dr. Aviva Legatt joins Peter and David to explore how generative AI is transforming the classroom, rewriting hiring pipelines, and reshaping what skills students really need. From microcredentials and AI fluency to smartphone bans and digital twins of professors, this episode breaks down the new playbook for schools and parents navigating a tech-driven future. Discover the tools, trends, and tensions defining the next generation of learning.

00:00 - Introduction to AI in Education
02:48 - Aviva's Journey and AI Adoption
03:18 - The Future of Education and AI Fluency
09:03 - AI Talent and Global Education Trends
11:58 - AI Literacy vs. AI Fluency
14:55 - Practical Applications of AI in Daily Life
15:19 - Integrating AI in Education: Faculty Perspectives
22:29 - Student Engagement with AI: A Shift in Attitudes
33:12 - Navigating AI Tools: Parental Guidance and Recommendations
37:00 - Navigating Parenting in the Digital Age
39:19 - The Future of Education: AI's Role
42:53 - Hyper-Personalization in Learning
46:59 - Human vs. AI Feedback in Education
51:43 - Future-Proofing Careers in an AI World


We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

Learn More:
Visit our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter Memon's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#education #teacher #college

Would you fire someone for not using AI? In this episode, David and Peter break down the controversial trend of tying job security to AI tool adoption and the deeper cultural and leadership failures it reveals. From Accenture’s 700,000-person AI mandate to self-assessments fed into ChatGPT, this conversation exposes the dangers of using AI as a smokescreen for layoffs.

They also walk through how they’re co-writing a book using Anthropic’s Claude, sharing tools, prompts, and the interview-style workflows that make it possible to scale creativity without losing your voice.

If you care about digital transformation, workplace culture, or building with AI responsibly, this is a must-watch.

00:00 – Welcome: Cold Open and Claude in the Mix
02:10 – “Use AI or You’re Fired”: Leadership Gone Wrong
05:40 – Accenture’s 700K AI Mandate: Progress or Pressure?
09:10 – How Companies Weaponize AI Buzzwords
13:20 – Why Most AI Training Doesn’t Work
17:30 – Culture Shock: Tech vs Traditional Managers
21:00 – Self-Assessments in ChatGPT? Seriously.
25:40 – AI as a Layoff Excuse: The Slippery Slope
30:00 – Losing Institutional Knowledge to Tech Hype
33:45 – What Good AI Enablement Actually Looks Like
38:00 – “The Tool is Still a Fool” Explained
41:20 – Writing a Book With Claude: Our Process
45:10 – Project-Based Prompting: How to Co-Create with AI
49:30 – Claude vs GPT-4: Writing Strengths Compared
53:30 – Maintaining Voice While Scaling Content
57:00 – AI Interview Prompting in Action
01:01:00 – Final Thoughts: Use AI, Don’t Abuse AI

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

Learn More:
Visit our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → pietro@allinondata.com

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter Memon's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#Hashtags
(Insert 3 relevant hashtags)