In this episode...

Tim and Tally take on a packed week in AI, where questions about safety, governance, regulation, and rapidly advancing models are getting harder to separate from the hype.

The conversation starts with a lesson carried forward from the Medicaid Enterprise Systems Conference: organizations rarely get unlimited time to prepare for new technology expectations. Whether the pressure comes from legislation, leadership, customers, or the market, the groundwork for responsible AI adoption often has to begin before the mandate arrives.

From there, Tim and Tally explore some of the biggest conversations unfolding across the AI industry, including new warnings from researchers working at the frontier, renewed debate around AI safety, and the arrival of increasingly capable models being described in terms of artificial general intelligence.

Rather than trying to predict exactly where AI is headed, the episode focuses on the questions organizations can act on now: What guardrails should be in place? Who should be responsible for them? How should businesses evaluate increasingly powerful technology? And how do you separate meaningful progress from an increasingly noisy hype cycle?

Topics Covered

AI guardrails and responsible adoption
Preparing for technology mandates before they arrive
Medicaid technology modernization
H.R. 1 and organizational readiness
Data quality and data infrastructure
AI governance
AI safety and oversight
The pace of frontier AI development
Competition between AI companies
AI regulation and public policy
National and global AI governance
Artificial general intelligence, or AGI
GPT-6 Astra
Defining AGI and what it means for businesses
AI hype cycles and technology marketing
The economics of AI adoption
Computer-use AI systems
Cybersecurity considerations for AI agents
Human oversight and organizational controls
Vendor and technology risk
Aligning technology partners with organizational values
On-device AI and privacy
Consumer and organizational influence over technology companies
Quantum computing and technological competition

Resources

AI News and Commentary Mentioned

Nicholas Thompson on the Anthropic AI Safety Discussion

OpenAI

Anthropic

GPT-6 Astra

Events and Government Resources Mentioned

Medicaid Enterprise Systems Conference

Centers for Medicare & Medicaid Services

Medicaid.gov

U.S. Nuclear Regulatory Commission

Organizations and Companies Mentioned

Mind Over Machines

OpenAI

Anthropic

Apple

Tools and Technologies Mentioned

ChatGPT

Claude

Blender

GPT-6 Astra
Artificial general intelligence, or AGI
AI agents
Computer use
Large language models
On-device AI
AI governance
AI safety
Data governance
Cybersecurity
Quantum computing

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In this special edition...

Tim is joined by Tally, Sandra Warner, and Sam Hopkins for a recap of the Medicaid Enterprise Systems Conference.

After a week on the conference floor in Portland, the team brings Tim up to speed on what they heard from Medicaid leaders, federal partners, vendors, and public servants working through the next wave of Medicaid technology modernization.

The conversation gives listeners a practical look at the themes shaping the Medicaid enterprise space, from data readiness and procurement to AI, governance, change management, and the importance of keeping people at the center of transformation.

Throughout the episode, one theme keeps resurfacing: successful technology work starts with a clear mission. Before jumping into tools or solutions, organizations need to understand the problem, align around the people they serve, and build the foundation needed for meaningful, sustainable change.

Topics Covered

Medicaid Enterprise Systems Conference recap
Medicaid technology modernization
Why strategy should come before technology
State Medicaid agency differences and shared challenges
Procurement and financial stewardship
Data maturity, data cleansing, and reliable data foundations
AI governance and responsible implementation
Human-in-the-loop AI
Change management and workforce development
Vendor alignment around a shared mission
AI use cases for Medicaid agencies
IVR and AI-assisted call center routing
AI as a second set of eyes for data review
Supporting smaller or shrinking workforces with AI
Quantum computing as a future readiness topic

Resources

Events and Resources Mentioned

Medicaid Enterprise Systems Conference 2026
MESC 2026 Event Page
Mind Over Machines at MESC 2026
Using AI to Ensure Vendor Harmony with RFPs

Organizations Mentioned

Mind Over Machines
Medicaid Enterprise Systems Conference
Centers for Medicare & Medicaid Services
Medicaid.gov
Oregon Convention Center
Powell’s Books
TennCare
Oak Ridge National Laboratory

Tools and Technologies Mentioned

ChatGPT
Claude
Microsoft Copilot
ElevenLabs
Twilio
Interactive Voice Response, or IVR
AI agents
Voice-to-text
Data governance
AI governance
Quantum computing

Send us Fan Mail

Thanks for listening! Visit us at @mindovermachines.com to learn more about us!
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In this midweek update...

The Boring AI Show checks in live from MESC 2026 for a quick real-time recap from the conference floor.

Tally is joined by Ken Lawrence and Sandra Warner from Mind Over Machines to share a few early themes emerging across the Medicaid technology space, from modernization and data strategy to change management, procurement, and the human side of transformation.

Rather than a full conference wrap-up, this episode offers a quick pulse check on what the team is hearing, what conversations are standing out, and why practical implementation matters just as much as big technology ideas.

Throughout the episode, one theme comes through clearly: successful Medicaid technology work depends on strong data, thoughtful change management, and keeping people involved from the very beginning.

Send us Fan Mail

Thanks for listening! Visit us at @mindovermachines.com to learn more about us!
Want to stay up to date on our latest AI insights? Subscribe to our newsletter here!