The STEMINISTS Podcast

AI Is Too Expensive. AI Is Free. AI Is Taking All the Jobs. Humans can’t be replaced. Which Is It? 

If your AI news feed is giving you whiplash, you're not alone. 

In this special AI Mythbusters episode of The STEMINISTS Podcast, hosts Phoebe Goh and Mekka Williams put some of the biggest AI headlines under the microscope and aren't afraid to call out where hype is masquerading as fact.  

First up: Is free AI really disappearing? Phoebe and Mekka unpack the reality behind "free" and "freemium" AI services, exploring the hidden costs of compute, the tradeoffs around privacy and data usage, and why the future may belong to smaller, smarter, and more efficient AI models not just the biggest ones. 

Then they tackle a myth that's dominating boardrooms everywhere: Is AI actually cheaper than human labor? From data center investments and infrastructure costs to training, governance, process redesign, and the ongoing need for human oversight, they reveal why comparing AI to people isn't nearly as simple as the headlines suggest.  

Along the way, they make the case for something that never goes out of style: good data practices. Because whether you're all-in on agents and automation or just experimenting with AI, success still starts with knowing your data, protecting it, and managing it well.  

Expect myth-busting, practical insights, a few laughs, and a refreshing reminder that in the race toward AI adoption, humans are still very much part of the equation.  

Topics covered: 

Why "free" AI isn't really free 

The real economics of AI compute and infrastructure 

Data privacy, security, and governance 

Human-in-the-loop AI and agentic workflows 

Small models vs. massive models 

Building a data strategy that survives the hype cycle 

 

And remember: if an AI headline sounds too dramatic, too optimistic, or too terrifying to be true... it probably deserves a little myth-busting of its own. As always, please remember to like, follow and share.  

 

Connect with us! 

https://www.linkedin.com/in/mekkacodes/ 

https://www.linkedin.com/in/phoebegoh/

Many transformation initiatives fall short not because the strategy is wrong, but because change never becomes part of how people work every day.  

In this episode of The STEMINISTS Podcast, host Phoebe Goh sits down with Jenny Marshall, VP of Global Cloud Acceleration at NetApp, for a candid and practical conversation about what it really takes to make transformation stick. 

With AI accelerating change at an unprecedented pace, organizations everywhere are under pressure to evolve. Yet many transformation strategies fail to translate into real behavioral change. Jenny shares an insider’s perspective on how AI, capacity constraints, and shifting customer demands are reshaping the way companies think about cloud, hybrid environments, and go-to-market strategies.  

Together, they unpack why transformation efforts often stall, and what leaders can do differently. From creating a genuine sense of urgency to aligning teams around a shared vision, Jenny outlines how to embed change into everyday workflows instead of treating it as a separate initiative. She also emphasizes the importance of meeting teams where they are, building on existing strengths rather than forcing entirely new ways of working.  

The conversation dives into practical tactics for success, including: 

How to connect transformation goals to real customer conversations 

Why qualitative feedback is just as critical as quantitative metrics 

The role of early adopters and internal champions in driving momentum 

How to balance structured execution with flexibility to adapt along the way 

Jenny also highlights the importance of clarity and accountability, ensuring everyone understands their role, what success looks like, and how progress will be measured over time. 

If you’re navigating change in a fast-moving, AI-driven world, this episode is a must-listen. It’s a masterclass in turning big strategy into lasting impact and making transformation not just a buzzword, but a reality. 

🎧 Tune in to learn how to move beyond the slide deck and build transformation that truly lasts. 

 

For more info check out these links: 

NetApp Hybrid Cloud Solutions | https://www.netapp.com/hybrid-cloud/

GIGAOM: CxO Decision Brief: Modern Data Services for the Hybrid Enterprise | https://portal.gigaom.com/report/cxo-decision-brief-modern-data-services-for-the-hybrid-enterprise#Organizational%20Impact 

 

Connect with us! 

https://www.linkedin.com/in/jenny-marshall-a855516/  

https://www.linkedin.com/in/mekkacodes/ 

https://www.linkedin.com/in/phoebegoh/

In this episode of The STEMINISTS Podcast, host Phoebe Goh sits down with Temitayo Sam-Andenekan, Senior Solutions Architect at NetApp, to unpack how virtualization has evolved from a focus on virtual machines to a broader, platform-driven approach. Together, they explore the growing intersection of Kubernetes, automation, and application modernization and why this shift is as much about business resilience as it is about technology.  

Temi shares how organizations can bridge the gap between traditional workloads and containerized environments using Kubernetes, while avoiding common blind spots around security, scalability, and operational complexity. She also dives into a critical but often overlooked topic: data protection. From application-aware strategies to disaster recovery and portability, this conversation highlights why recovery, not backup, is the true measure of modern resilience.  

You’ll also hear practical guidance on: 

Adopting a unified platform for VMs and containers 

Asking the right questions about recovery and resiliency 

Planning cross-functional transformation across teams 

Ensuring your data protection strategy is Kubernetes-native 

Plus, Temi shares what’s inspiring her beyond the workplace, mentoring the next generation in coding, AI, and cybersecurity. 

If you're navigating modernization, cloud-native platforms, or enterprise resilience, this episode is packed with insights to help you move from migration to true transformation. 

 

Check out additional information here, just for you: 

https://www.netapp.com/data-infrastructure-modernization/  

https://www.netapp.com/blog/virtualization-technology-strategies/  

 

Don't forget to connect with us! 

https://www.linkedin.com/in/mekkacodes/ 

https://www.linkedin.com/in/phoebegoh/

As developers, citizen coders, and business brains all collide in today’s turbocharged builder ecosystem, the race is on: can your enterprise deliver infrastructure at the speed of innovation without letting governance slip through the cracks? 

STEMINISTS hosts Phoebe Goh and Mekka Williams team up with NetApp’s Nitya Gupta to dissect the infrastructure revolution powering the AI age. 

Nitya breaks down how AI is reshaping developer workflows, why traditional ticket-based infrastructure provisioning creates costly friction, and where platform engineering helps and falls short. She also shares what modern builders need most: self-service access, built-in security and compliance, seamless integration with developer tools, secure access to data, and space for rapid experimentation. 

This episode is for anyone thinking about developer experience, platform engineering, AI-enabled software creation, or how to build infrastructure with real developer empathy. Listen in for a sharp, practical conversation on how enterprises can better support today’s builders. 

 

Here are some resources just for you:

Join the NetApp Community: 

https://community.netapp.com/t5/Community-Related-Discussions/Welcome-to-the-New-Community/m-p/89985#M54 

https://community.netapp.com/t5/Tech-ONTAP-Blogs/Revisiting-Developer-Communities-for-the-Next-Generation-of-Builders/ba-p/462784  

Learn how to build your own data universe

Also, check out how you can simplify, secure and scale your data environment

 

Connect with us! 

https://www.linkedin.com/in/nitya-gupta-1252904/  

https://www.linkedin.com/in/mekkacodes/ 

https://www.linkedin.com/in/phoebegoh/

Summer is here, and STEMINISTS is easing into a bi-weekly groove because even sharp minds know when to trade a sprint for a smart summer stride. 

You’ll still get the data centric conversations, fresh perspective, and thoughtful updates, now dropping every other week through the end of August. Same smart energy. Just a slightly more sun-friendly schedule. 

Follow along so you’re right on time for the next episode.