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Artwork for Free Form AI

Free Form AI

Michael Berk
Databricks
Genai
Artificial Intelligence
Mlflow
Software Testing
Post-Mortems
Genai Evals
Github
Military Principles
Consulting
Gpt-5
TRIZ
Solution Accelerators
Nebius
Llms
Python
Evals
Knowledge Transfer
Complexity In Software
Knowledge Graphs

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

PublishesWeeklyEpisodes47Foundeda year ago
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TechnologyBusinessCareers

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Artwork for Free Form AI

Latest Episodes

Modern LLMs are already incredibly capable, yet most enterprise AI projects still fail. In this episode, we explore why context, not model intelligence, is the real bottleneck, how traditional RAG systems fall short, and what it takes to build AI tha... more

YouTube

The most impactful careers aren't built by following a plan, they're built by following curiosity. In this episode, we explore why mastery comes from understanding systems instead of memorizing facts, how curiosity compounds into influence over time,... more

YouTube

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

YouTube

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

YouTube

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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)
Adam Link
Senior engineering manager at Coinbase and financial advisor at Fireweed Capital
Coinbase; Fireweed Capital
Episode: Personal Finance: Advice from Dr. Adam Link (E. 30)
Victor Dibia
Principal Research Software Engineer at Microsoft (former Microsoft Research)
Microsoft
Episode: Agentic Systems: Architectures at Microsoft (E. 29)
Ben Wilson
Investigates CVEs and patches them at Databricks
Databricks
Episode: Inside the Codebase: Reviews, Testing and the Hidden Mechanics of Good Software (E.25)
Mary Moore-Simmons
VP of Engineering at Kibo, former Director of Engineering at GitHub
Kibo, GitHub
Episode: From Career Pivots to AI Innovation: Lessons in Building Better Systems (E.13)

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
#108
Singapore/Business/Careers
Apple Podcasts
#176
Sweden/Business/Careers

Talking Points

Recent interactions between the hosts and their guests.

Personal Finance: Advice from Dr. Adam Link (E. 30)
Q: Adam, do you bring it down to that very fundamental iterative level where it's the same components and building blocks, or how do you enable someone who's highly technical to work in a new space?
Adam frames work as a constant cycle of testing and iteration, emphasizing guardrails, modular architectures, and using AI as an assistant rather than a replacement, augmented by human judgment to guide design and prevent harmful outcomes.
Personal Finance: Advice from Dr. Adam Link (E. 30)
Q: Ben, what's your number?
Ben explains a calculated goal around 23.7 million with a conservative 2.5% withdrawal, supported by Bayesian projections to maintain flexibility even in worst-case scenarios, while emphasizing frugality and the option to adjust plans rather than chase reckless spending.
Problem Solving Under Pressure: Lessons in Fundamentals, Failure, and Finding the Fix (E.17)
Q: Can you walk me through what happens in your brain when you get an ambiguous problem and where you begin?
I start from a position of humility, assess what I know and don't know, and build on adjacent experience. I test ideas iteratively, learning from what fails and banking those lessons for future problems, while always validating with some math, measurements, or experiments to avoid reckless moves.
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.

Audience Metrics

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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 47 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. Adam Link
5. Victor Dibia
6. Ben Wilson
7. Mary Moore-Simmons

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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