▶️ Hosts: Elizabeth Rodziewicz, Sura Hadi, Jeff Nagle, and Mike Ouren

🎙️ Helical Brew - AI Thought Leaders Series | Episode 2

What if AI hallucinations held the key to scientific progress?

In this episode, we’re joined by John Conway, founder of 20/15 Visioneers and longtime pharma executive, for a raw and powerful conversation on how AI is reshaping life sciences - from institutional memory to software standardization.

💥 We explore why FAIR data could be a $4B opportunity, how hallucinations mirror scientific insight, and what’s really slowing down AI adoption in science (spoiler: it’s culture).

If you're navigating digital transformation, building AI tools, or just trying to make your data usable, this one’s for you.

🔹 Key Questions We Explore:

What happens when institutional knowledge disappears?

Can AI preserve scientific memory better than notebooks?

Is hallucination a bug or a feature in modern AI?

Why do scientific software projects keep failing?

What skills will define the next generation of AI innovators?

📅 Watch now to hear why AI isn’t just changing science - it’s changing scientists.

📢 Next Up: Don’t miss Tony Reina, Head of Machine Learning, joining us next week to reveal the AI architectures of the future.🔔 Subscribe & follow for deep dives into AI, science innovation, and lab automation.

🎧 https://linktr.ee/helicalbrew

💬 What’s your boldest AI prediction? Drop it in the comments!🔁 Like, comment & share with researchers, engineers, and anyone building the future with AI.

📌 TIMESTAMPS – NAVIGATE THE EPISODE

00:00 Welcome & Timothy Leary Vibes

03:25 Meet John Conway & 2015 Visioneers

08:47 From AstraZeneca Exec to AI Founder12:30 Institutional Knowledge Loss in Pharma

18:15 Capturing Tacit Knowledge with AI

26:40 Scientific Software, Standards & Integration Chaos

36:05 Breaking Silos & Organizational Dependency

44:12 Hallucinations, Truth & AI Mindsets

54:30 Creative Scientists in the AI Era

59:08 Pick of the Week & Closing Thoughts

📌 NEED QUICK HIGHLIGHTS? WATCH OUR SHORTS:

▶️ Hallucinations Aren’t Always Bad    • What If AI Hallucinations Are the New...  

▶️ $4.5 Billion FAIR Data Win    • From $1B to $4.5B: The Power of Clean...  

▶️ AI Is Coming for Your Silo    • AI Is Accelerating Faster Than Ever |...  

🎧 COMING NEXT – March 28: Tony Reina

🧠 The Machine Learning Blueprint: AI Architecture with Tony ReinaGet ready for federated learning, next-gen AI architecture, and bold takes on the biggest bottlenecks in the field.

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