IN TESTING · UPDATES NOV 3
A public commitment

I believe collaboration can work better.

I'm interested in better ways to make asks clearer, introductions more intentional, and collaboration more likely to lead to meaningful outcomes.

By signing, I'm supporting the principles behind Sparki and showing interest in the work being developed around them.

I want to explore what becomes possible when networks are designed around fit, clarity, consent, and outcomes — not simply access and activity.

Signal of interest · Not an endorsement

Signing is a signal of interest in this work. It is not an endorsement of Sparki or any product.

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Make it public

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Signing as

Your name, title, and organization will appear publicly. Your email will never be published.

Real commitments

The public ledger

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B

BennyZhou

IKALIS

BennyZ

Pledge 08
CB

Cristina Bicchieri

Founder & Director, Penn Center for Social Norms and Behavioral Dynamics

CristinaBicchieri

Pledge 07
SG

Sandra González-Bailón

Penn Annenberg; Director, Center for Information Networks and Democracy

Communication networks, information exposure, and platform dynamics.

Sandra-B

Pledge 06
SN

Scott Nissenbaum

Ben Franklin Technology Partners of Southeastern PA

I fund and support early-stage technology companies in Greater Philadelphia; relevant institutional adopter.

Scott Nissenbaum

Pledge 05
PG

Pearce Godwin

Founder, Listen First Project

I run a public Listen First pledge and a large partner coalition around listening across differences.

Pearce.Godwin xx

Pledge 04
DC

Damon Centola

Network Dynamics Group

Penn; Director, Supporter https://ndg.asc.upenn.edu/damon-centola/

D.Centola

Pledge 03
JK

Julia Kamin

Prosocial Design Network

Research to practice

Julia.Karmin

Pledge 02
C

CP

Friend

CP

Pledge 01
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Project evidence

Case study examples