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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

✅ 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.”
“On a blockchain, it would be very clear what the anomaly was.”
“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

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Thanks for listening 🚀 - Mark Smith

AI’s S-Curve: When the Hype Consolidates