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 ✅ 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 Financial systems and banking: https://corporatefinanceinstitute.com/resources/wealth-management/financial-system/ 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, suMicrosoft 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/CopilotAdoptionSupport the showIf you want to get in touch with me, you can message me here on Linkedin.Thanks for listening 🚀 - Mark Smith