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Free Form AI

Michael Berk
Databricks
Genai
Artificial Intelligence
Software Testing
Post-Mortems
Genai Evals
Evals
Python
Leadership
Machine Learning
Contracts
Education
Guardrails
Coparenting
Best Interest
AI FDE
Pydantic
Llms
Culture
Quotient AI

Free Form AI is a builder-led podcast that explores the ever changing landscape of machine learning and artificial intelligence. We pressure-test ideas live and uncover what matters before it’s obvious, covering topics ranging from cutting-edge implementations to the philosophies of product development. Whether you're an engineer, researcher, or enthusiast, join us for practical takeaways to navig... more

PublishesWeeklyEpisodes45Foundeda year ago
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CareersTechnologyBusiness

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Artwork for Free Form AI

Latest Episodes

As AI makes information retrieval nearly free, the value of memorization continues to decline. In this episode, we explore why systems thinking, curiosity, and deep intuition are becoming the most important skills in the AI era. We also break down th... more

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Everyone debates when AGI will arrive. Fewer people ask what happens next. In this episode, we break down the difference between AGI and ASI, why humans instinctively personify AI systems, and the societal challenges that emerge when intelligence bec... more

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LLMs are optimized to sound convincing—not to know when they’re wrong. In this episode, Deanna Emery breaks down why hallucinations are fundamentally tied to how language models work, why confidence is often disconnected from correctness, and how bet... more

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Building a great AI team takes more than hiring smart people. In this episode, Brooke Wenig breaks down how Databricks built the AI FDE organization, why culture compounds faster than technical skill, and what separates high-trust engineering teams f... more

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Recent Guests

Brooke Wenig
Leads AI FDE at Databricks, studied Chinese and CS at UCLA, long-tenured Databricks employee
Databricks
Episode: AI FDE at Databricks (E.42)
Peter Solomon
Physicist, author of books on AI risks and future scenarios
Independent researcher/author
Episode: How to Prevent Doomsday: Guardrails, Alignment, and Education (E.40)
Dave Rosati
Partner at Scarphone Hawkins, founder of Succession Wills
Succession Wills
Episode: AI in the Legal Industry: What Jobs are Safe (E. 35)
Victor Dibia
Principal Research Software Engineer at Microsoft (former Microsoft Research)
Microsoft
Episode: Agentic Systems: Architectures at Microsoft (E. 29)

Hosts

Michael Burke
Host of Free Form AI, data engineer and ML practitioner at Databricks; facilitates conversations and guides technical depth.
Ben Wilson
Co-host, builds distributed schedulers; participates actively in discussions and adds pragmatic perspective.

Reviews

5.0 out of 5 stars from 7 ratings
  • Must-Listen for AI Enthusiasts!

    Free Form AI delivers insightful, in-depth conversations on the evolving AI landscape, blending real-world applications with thought-provoking discussions on machine learning and product development. Michael Berk and Benjamin Wilson bring industry expertise and engaging dialogue, making complex AI topics accessible and practical. Whether you're an engineer, researcher, or just curious about AI, this show is a must-listen!

    Apple Podcasts
    5
    SDJVDAS
    United Statesa year ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Free Form AI delivers insightful, in-depth conversations on the evolving AI landscape and practical takeaways for engineers and researchers.
Guest lineup is diverse, with practitioners across AI stack contributing real-world perspectives.
Hosts bring industry expertise and engaging dialogue that makes complex AI topics accessible and actionable.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#97
Sweden/Business/Careers

Talking Points

Recent interactions between the hosts and their guests.

Agentic Systems: Architectures at Microsoft (E. 29)
Q: What's the market niche Autogen is nailing amid LangChain and LlamaIndex?
Autogen emphasizes an async, actor-first framework with a strong developer experience, and a path toward production-ready deployment that integrates well with established tooling like Semantic Kernel; it competes by focusing on ease of use, scalability, and integration.
AI in the Legal Industry: What Jobs are Safe (E. 35)
Q: What would still be uniquely human in a lawyer's role as AI becomes more capable?
Deep, high-stakes negotiations and the ability to read and respond to human dynamics in real-time remain core human strengths. Even with AI facilitating data gathering and preliminary drafting, genuine empathy, confrontation management, and face-to-face negotiation are aspects where humans excel and AI struggles to replicate.
AI in the Legal Industry: What Jobs are Safe (E. 35)
Q: Do you think these AI tools will disrupt billing models in law, and how do you see the balance between billable work and automation?
AI can reduce time on routine tasks, potentially lowering the need for large support staff and enabling solos or small teams to handle bigger workloads. However, due to fiduciary duties and the complexity of many matters, the billable hour model may persist in many areas, with automation shifting the cost structure rather than eliminating it.
AI in the Legal Industry: What Jobs are Safe (E. 35)
Q: How have you approached tone when prompting your language model for sensitive topics like death and estate planning?
We focused on professional, lawyer-like language and trained the model on our own email history to capture the appropriate tone. The goal was to be sensitive yet professional, avoiding clinical or overly casual phrasing while still being approachable in data collection and prompts.
Evaluating AI: Best Practices for Stable AI (E. 34)
Q: What does the future of eval tooling look like for AI users?
Tools will become more agent-centric and infrastructure-light, enabling orchestration by AI while humans focus on high-level goals and domain-specific judgments; instrumentation and trace analysis will become increasingly integrated and streamlined.

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Frequently Asked Questions About Free Form AI

What is Free Form AI about and what kind of topics does it cover?

Free Form AI presents practical, builder-focused conversations at the intersection of machine learning and product development. Episodes typically feature practitioners and researchers from Databricks, Microsoft, startups, and academia, who test ideas in real-time, discuss architectures, evals, agent frameworks, and the human dimensions of deploying AI. Listeners can expect deep dives into engineering practices, governance, and real-world use cases—from evals and reliability to coparenting AI tools and legal-tech applications—backed by hands-on experience and concrete takeaways. The show stands out for its hands-on experiments, focus on data-centric thinking, and emphasis on product-oriented AI that ships and scales responsibly. It's likely... more

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1. No Priors: Artificial Intelligence | Technology | Startups

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Free Form AI launched a year ago and published 45 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Free Form AI?

Recent guests on Free Form AI include:

1. Brooke Wenig
2. Peter Solomon
3. Dave Rosati
4. Victor Dibia

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