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.