AI’s S-Curve: When the Hype Consolidates – YouTube

AI’s S-Curve: When the Hype Consolidates

Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 

Jeff Mahony joins AI Unfiltered to explore why AI adoption has not yet hit its consolidation point, and how blockchain’s immutability can restore trust at scale. The conversation connects AI agents, bias, regulation, and distributed systems, arguing that transparency, not speed alone, is the real unlock. Jeff explains how larger, collaborative teams can mitigate bias, why current AI agents often reduce productivity, and where AI plus blockchain can create real-world value across finance, supply chains, and public systems.
 
👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/826   

🎙️ What you’ll learn 
• Why the AI market has not yet reached its S-curve consolidation phase 
• How bias enters AI systems and how team design can reduce its impact 
• Where AI agents help productivity, and where they quietly reduce it 
• Why blockchain creates authenticity through transparency 
• How AI and blockchain together can enable scalable audits and pattern detection 

👉 Chapters
• 02:13 Why AI Hasn’t Hit Its Breakthrough Moment Yet (The Missing Dip on the S‑Curve)
• 003:05 The Hidden Risk No One Talks About: Scaling Human Bias Through AI
• 06:26 Blockchain Isn’t About Crypto, It’s About Authenticity Through Transparency
• 07:10 The $67 Problem: How Blockchain Ends ‘Your Word vs Theirs’
• 13:02 Why Powerful Institutions Resist Blockchain (And Why Consumers Will Force It Anyway)
• 16:18 AI Agents Are Reducing Productivity, Here’s the Correct Way to Use Them
• 19:19 The Real Breakthrough: AI + Blockchain as a System of Trust at Global Scale

✅ Find Jeff Online:
• LinkedIn: https://www.linkedin.com/in/jeff-mahony-ba8a591/
• X(Twitter): https://x.com/Jeff_Mahony

🔴 Highlights
• “Each of us has built-in flaws, but our flaws don’t touch too many people.” 
• “If I’ve somehow biased that model, now my flaw could touch millions.” 
• “The fix is going to be those collaborative, larger teams.” 
• “Blockchain is authenticity born through transparency.” 
• “The intermediary is the source of virtually all corruption.” 
• “We’re seeing a reduction in productivity by those people using agents.” 
• “You wouldn’t let that person give you the synopsis and then act from it.” 
• “Layer that on top of a blockchain, and now you can do data analysis.” 

🧰 Mentioned 
• AI agents: https://www.ibm.com/think/topics/ai-agents 
• Blockchain: https://www.ibm.com/think/topics/blockchain 
• Distributed data warehousing: https://www.educative.io/answers/what-is-a-distributed-data-warehouse-dwh 
• Sovereign entities: https://fiveable.me/ap-hug/key-terms/sovereign-entity 
• Voting systems: https://electionlab.mit.edu/research/voting-technology 
• FinTech: https://www.britannica.com/money/financial-technology-fintech 
• right.io (RYT.io): https://right.io/ 

✅Keywords 
ai agents, blockchain, s-curve adoption, ai bias, transparency, immutability, fintech, regulation, productivity, distributed systems, supply chain, sovereign solutions

Microsoft 365 Copilot Adoption is a Microsoft Press book for leaders and consultants. It shows how to identify high-value use cases, set guardrails, enable champions, and measure impact, so Copilot sticks. Practical frameworks, checklists, and metrics you can use this month. Get the book: https://bit.ly/CopilotAdoption

🔴 Subscribe for all the latest AI Unfiltered Show News: https://www.youtube.com/nz365guy?sub_confirmation=1

🔴 Share this video with a Youtuber friend: https://youtu.be/dbj4c0fwLWo

✅ Recommended Playlist: Hear the latest from Senior Microsoft Staff
👉 Power 365 Show – https://www.youtube.com/playlist?list=PLzf0yupPbVkqyy0tYMOozNcXsEdVn4sqh
👉 Copilot Show – https://studio.youtube.com/playlist/PLzf0yupPbVkqPyRqPii192UiJuT-SQHw-/videos

✅ All our Microsoft Innovation Podcasts: https://www.youtube.com/playlist?list=PLzf0yupPbVkoEIfkNYZ0dModTR5aLbRh3

✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website: http://www.nz365guy.com/subscribe
LinkedIn – https://www.linkedin.com/in/nz365guy
X – https://twitter.com/nz365guy
Facebook – https://www.facebook.com/nz365guy
Instagram – https://www.instagram.com/nz365guy
Pinterest – https://www.pinterest.nz/nz365guy

I’m Mark Smith – nz365guy – Helping people reach their full potential

I have been a Microsoft Business Applications MVP for over 14 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.

Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)

Support the show (https://www.buymeacoffee.com/nz365guy)

If you want to get in touch with me, you can message me here on LinkedIn (https://www.linkedin.com/in/nz365guy).

Thanks for listening 🚀 – Mark Smith

Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 

Jeff Mahony joins AI Unfiltered to explore why AI adoption has not yet hit its consolidation point, and how blockchain’s immutability can restore trust at scale. The conversation connects AI agents, bias, regulation, and distributed systems, arguing that transparency, not speed alone, is the real unlock. Jeff explains how larger, collaborative teams can mitigate bias, why current AI agents often reduce productivity, and where AI plus blockchain can create real-world value across finance, supply chains, and public systems.
 
👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/826   

🎙️ What you’ll learn 
• Why the AI market has not yet reached its S-curve consolidation phase 
• How bias enters AI systems and how team design can reduce its impact 
• Where AI agents help productivity, and where they quietly reduce it 
• Why blockchain creates authenticity through transparency 
• How AI and blockchain together can enable scalable audits and pattern detection 

👉 Chapters
• 02:13 Why AI Hasn’t Hit Its Breakthrough Moment Yet (The Missing Dip on the S‑Curve)
• 003:05 The Hidden Risk No One Talks About: Scaling Human Bias Through AI
• 06:26 Blockchain Isn’t About Crypto, It’s About Authenticity Through Transparency
• 07:10 The $67 Problem: How Blockchain Ends ‘Your Word vs Theirs’
• 13:02 Why Powerful Institutions Resist Blockchain (And Why Consumers Will Force It Anyway)
• 16:18 AI Agents Are Reducing Productivity, Here’s the Correct Way to Use Them
• 19:19 The Real Breakthrough: AI + Blockchain as a System of Trust at Global Scale

✅ Find Jeff Online:
• LinkedIn: https://www.linkedin.com/in/jeff-mahony-ba8a591/
• X(Twitter): https://x.com/Jeff_Mahony

🔴 Highlights
• “Each of us has built-in flaws, but our flaws don’t touch too many people.” 
• “If I’ve somehow biased that model, now my flaw could touch millions.” 
• “The fix is going to be those collaborative, larger teams.” 
• “Blockchain is authenticity born through transparency.” 
• “The intermediary is the source of virtually all corruption.” 
• “We’re seeing a reduction in productivity by those people using agents.” 
• “You wouldn’t let that person give you the synopsis and then act from it.” 
• “Layer that on top of a blockchain, and now you can do data analysis.” 

🧰 Mentioned 
• AI agents: https://www.ibm.com/think/topics/ai-agents 
• Blockchain: https://www.ibm.com/think/topics/blockchain 
• Distributed data warehousing: https://www.educative.io/answers/what-is-a-distributed-data-warehouse-dwh 
• Sovereign entities: https://fiveable.me/ap-hug/key-terms/sovereign-entity 
• Voting systems: https://electionlab.mit.edu/research/voting-technology 
• FinTech: https://www.britannica.com/money/financial-technology-fintech 
• right.io (RYT.io): https://right.io/ 

✅Keywords 
ai agents, blockchain, s-curve adoption, ai bias, transparency, immutability, fintech, regulation, productivity, distributed systems, supply chain, sovereign solutions

Microsoft 365 Copilot Adoption is a Microsoft Press book for leaders and consultants. It shows how to identify high-value use cases, set guardrails, enable champions, and measure impact, so Copilot sticks. Practical frameworks, checklists, and metrics you can use this month. Get the book: https://bit.ly/CopilotAdoption

🔴 Subscribe for all the latest AI Unfiltered Show News: https://www.youtube.com/nz365guy?sub_confirmation=1

🔴 Share this video with a Youtuber friend: https://youtu.be/dbj4c0fwLWo

✅ Recommended Playlist: Hear the latest from Senior Microsoft Staff
👉 Power 365 Show – https://www.youtube.com/playlist?list=PLzf0yupPbVkqyy0tYMOozNcXsEdVn4sqh
👉 Copilot Show – https://studio.youtube.com/playlist/PLzf0yupPbVkqPyRqPii192UiJuT-SQHw-/videos

✅ All our Microsoft Innovation Podcasts: https://www.youtube.com/playlist?list=PLzf0yupPbVkoEIfkNYZ0dModTR5aLbRh3

✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website: http://www.nz365guy.com/subscribe
LinkedIn – https://www.linkedin.com/in/nz365guy
X – https://twitter.com/nz365guy
Facebook – https://www.facebook.com/nz365guy
Instagram – https://www.instagram.com/nz365guy
Pinterest – https://www.pinterest.nz/nz365guy

I’m Mark Smith – nz365guy – Helping people reach their full potential

I have been a Microsoft Business Applications MVP for over 14 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.

Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)

Support the show (https://www.buymeacoffee.com/nz365guy)

If you want to get in touch with me, you can message me here on LinkedIn (https://www.linkedin.com/in/nz365guy).

Thanks for listening 🚀 – Mark Smith

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