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Human Health
From Cells to Patients: Solving the Scale Mismatch in Virtual Biology
Drug discovery often measures biology at the cell level, while therapies must ultimately work across tissues, organs, and whole patients. This scale mismatch means that even highly accurate cellular predictions can fail to translate in the clinic. This session explores strategies to bridge that gap. How do we connect single-cell dynamics to organ-level physiology and patient outcomes? How do we preserve biological context while scaling models? And how do we ensure that virtual biology does not stop at simulation, but informs real therapeutic decisions? Speakers will discuss multiscale modeling that links molecular and cellular systems to higher-order biology; spatial and high-dimensional phenotypic data that retain context; and integrated computational–experimental loops that translate cellular signals into clinically meaningful biomarkers. Together, we ask: how do we ensure virtual biology reflects not just what cells do in isolation, but how biology behaves in the full complexity of patients?
Featuring
Marc Tessier-Lavigne
Xaira
Chairman & CEO
Neuroscience pioneer and former Stanford president building AI biotech.
Kim Branson
GlaxoSmithKline
SVP, Global Head
Drug-discovery AI architect turning data into medicines.
David Hallett
Recursion
CSO
Veteran “drug hunter” leading Recursion’s industrialized, AI-driven discovery.
Ron Alfa
NOETIK Inc.
Co-Founder & CEO
Physician-scientist and veteran building AI cancer therapeutics.
Stacie Calad-Thomson
NVIDIA
BD, Life Sciences
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Human Health
From Cells to Patients: Solving the Scale Mismatch in Virtual Biology
Drug discovery often measures biology at the cell level, while therapies must ultimately work across tissues, organs, and whole patients. This scale mismatch means that even highly accurate cellular predictions can fail to translate in the clinic. This session explores strategies to bridge that gap. How do we connect single-cell dynamics to organ-level physiology and patient outcomes? How do we preserve biological context while scaling models? And how do we ensure that virtual biology does not stop at simulation, but informs real therapeutic decisions? Speakers will discuss multiscale modeling that links molecular and cellular systems to higher-order biology; spatial and high-dimensional phenotypic data that retain context; and integrated computational–experimental loops that translate cellular signals into clinically meaningful biomarkers. Together, we ask: how do we ensure virtual biology reflects not just what cells do in isolation, but how biology behaves in the full complexity of patients?
Featuring
Marc Tessier-Lavigne
Xaira
Chairman & CEO
Neuroscience pioneer and former Stanford president building AI biotech.
Kim Branson
GlaxoSmithKline
SVP, Global Head
Drug-discovery AI architect turning data into medicines.
David Hallett
Recursion
CSO
Veteran “drug hunter” leading Recursion’s industrialized, AI-driven discovery.
Ron Alfa
NOETIK Inc.
Co-Founder & CEO
Physician-scientist and veteran building AI cancer therapeutics.
Stacie Calad-Thomson
NVIDIA
BD, Life Sciences
SynBioBeta is where the people building with biology meet the people funding, buying, and partnering with them. If you're raising capital, scouting the next wave of AIxBIO companies, or looking for your next technology partner - the people you need are here for three days.
The startups on stage this year are building programmable RNA medicines, virtual cell models, AI-designed enzymes, and proteins that replace sugar - alongside GSK, Sanofi, Novo Nordisk, Eli Lilly, J&J, Mars, Apple, Google, NVIDIA, Unilever, and P&G.
Watching where the partnerships form and which technologies the biggest players are actually evaluating is something you can't get from a report or a webinar. And our 1:1 Partnering App lets you book meetings before you arrive.
“SynBioBeta is a who’s who of AI and biology.
This is where the future is being built, so don't miss it”
“SynBioBeta is a who’s who of AI and biology.
This is where the future is being built, so don't miss it”
Eric Schmidt
Former CEO
"For every single fund at Boom Capital, one of our best companies has come directly from SynBioBeta. I met Mammoth Bio at SynBioBeta, and I met Nabla Bio at SynBioBeta."
Celestine Schnugg
Founder
"Nabla was accelerated into existence because of SynBioBeta. I met Seth Bannon from 50 Years, Cee Cee Schnugg from Boom Capital, and others from Y Combinator there, and those same people seeded Nabla. The vibe, leverage, and energy at SynBioBeta are unreal."
"Nabla was accelerated into existence because of SynBioBeta. I met Seth Bannon from 50 Years, Cee Cee Schnugg from Boom Capital, and others from Y Combinator there, and those same people seeded Nabla. The vibe, leverage, and energy at SynBioBeta are unreal."
Surge Biswas
Founder
"Our Series A came together because of a little bit of SynBioBeta magic. I’ve been attending for a decade and it’s been inspiring to watch the field evolve from a lot of hopes and dreams to real products and applications."
"Our Series A came together because of a little bit of SynBioBeta magic. I’ve been attending for a decade and it’s been inspiring to watch the field evolve from a lot of hopes and dreams to real products and applications."
Jacob Glanville
Founder & CEO
"I met Algen at SynBioBeta and later invested in the company. It’s exactly the kind of connection that makes the community so valuable."
"I met Algen at SynBioBeta and later invested in the company. It’s exactly the kind of connection that makes the community so valuable."
Bill Tai
Co-founder
"At SynBioBeta I met the team at Biomatter, an AI-driven enzyme design company. The environment made it easy to start a real conversation. That conversation turned into a collaboration to improve one of our enzymes. We're now exploring entirely new performance possibilities together."
"At SynBioBeta I met the team at Biomatter, an AI-driven enzyme design company. The environment made it easy to start a real conversation. That conversation turned into a collaboration to improve one of our enzymes. We're now exploring entirely new performance possibilities together."
Luis Cascao-Pereira
Head of Digital Biology
"Every time I attend SynBioBeta, I walk away with something transformative – a new investor, a fantastic hire, or an idea that changes how we work. It’s a community unlike any other."
"Every time I attend SynBioBeta, I walk away with something transformative – a new investor, a fantastic hire, or an idea that changes how we work. It’s a community unlike any other."
Ola Wlodek
CEO
