AGENTIAL BIOLOGY INSTITUTE
Pre-Conference on Agency in organism, machine & collectives
Dec 9-10, 2026 · Boston, MA · By invitation · Travel Stipend Available
About the meeting
Biology has been read for half a century as an information-processing story in which the organism is the output of its code and intelligence is downstream property. The Agential Biology Institute takes the opposite starting point: that agency is foundational rather than emergent, and that living systems bind meaning to their own physical circumstances in ways that may not be substrate-neutral.
At the same time, as we enter the “Agential era,” artificial intelligence faces an increasingly physical and conceptual bottleneck: rising energy demand, brittleness outside training distributions, weak embodiment, limited self-maintenance, and shallow integration with biological, material, and energetic constraints.
By abstracting computation away from physical reality, dominant systems risk missing the adaptive resilience, multiscale organisation, and self-maintaining properties of living systems.
This pre-conference gathers a small group of biologists, physicists, cyberneticians, philosophers and AI researchers to define the key questions: how meaning is bound in organismic intelligence, whether biology is reducible to fitness functions, what distinguishes computation programmed in silico from cognition in vivo, what paths to recursive self improvement and whether digital systems can bind meaning at all.
Convened in the spirit of the 1946-53 cybernetics conferences: small, cross-disciplinary, argumentative, and organized around shared definitional work rather than the presentation of finished results.
The aim is not to settle the questions but to establish the intellectual parameters of the field they define and to start to sketch a common ontological framework for deeper collaboration and progress.
We expect to leave with tractable proposals for how agency (in the organism and the machine) might actually be tested.
By holding this pre-conference, we are
shaping the agenda
for future activities including a bigger conference in 2027
Confirmed Attendees
Karl Friston
University College London
Michael Levin
Tufts University
Thomas Parr
University of Oxford
Dawid Potgieter
Novantu
Katherine Kauffman
EFS International
Eloi Camprubi-Casas
University of Texas
Rio Grande Valley
Esther Dyson
Charlie Munford
Agential Biology Institute
Josh Bongard
University of Vermont
Richard Watson
Agential Biology Institute
William Miller
Independent Researcher
Bioverse Foundation
Stuart Kauffman
University of Pennsylvania
Anthony Finbow
Agential Biology Institute
Melanie Challenger
Writer
Perry Marshall
Evolution 2.0 Prize
John Cumbers
SynBioBeta
Dina Rudick
Agential Biology Institute
Joana Xavier
Agential Biology Institute
Marco Cavaglia
Politecnico di Torino
Zach Schlosser
The Divinity School
Olaf Witkowski
Cognisee
Steven Lehar
Boston University
Andrew Briggs
University of Oxford
Questions on the table
Sessions will be built around a small number of open problems. The current shortlist:
How is meaning bound in organismic intelligence?
Is biology reducible to fitness functions?
Are there real differences between the computation programmable in silico and the computation running in vivo?
Do digital computers bind meaning at all?
What are the intellectual parameters of this field of study?
How do we develop workable tests of agency?
Format
The meeting is built around discussion rather than lectures. Each session opens with a short provocation and moves directly into structured argument, with a rapporteur charged with producing something usable by the end of it.
Participants circulate brief position notes in advance. Sessions are closed; the aim is a working ontology, a shortlist of candidate experiments, and a research agenda that participating labs can act on.
Venue & travel
Venue — Boston, MA. Venue to be confirmed.
Accommodation — A block of rooms will be held at a hotel near the venue. Details to follow.
Cost — There is no attendance fee. A travel stipend is available to invited participants; meals during the meeting are covered.
Inquiries
For questions about the program, attendance, or partnership, write to charlie@agentialbiology.org, or use the form below.