







A conflict-free replicated datatype system for counting votes
Permissioned Data Shapes: Polls - Nick's Blog
A poll is a space, a ballot is an address, and read_self is the ballot screen: voters cast and change their own votes while no voter's client can read anyone else's.
Substack Data | Chaotic Era
A newsletter about politics, media, and online influence in Democracy’s chaotic era. Written by Kyle Tharp.

'Generative CI' through Collective Response Systems
How can many people (who may disagree) come together to answer a question or make a decision? "Collective response systems" are a type of generative collective intelligence (CI) facilitation process meant to address this challenge. They enable a form of "generative voting", where both the votes, and the choices of what to vote on, are provided by the group. Such systems overcome the traditional limitations of polling, town halls, standard voting, referendums, etc. The generative CI outputs of collective response systems can also be chained together into iterative "collective dialogues", analogously to some kinds of generative AI. Technical advances across domains including recommender systems, language models, and human-computer interaction have led to the development of innovative and scalable collective response systems. For example, Polis has been used around the world to support policy-making at different levels of government, and Remesh has been used by the UN to understand the challenges and needs of ordinary people across war-torn countries. This paper aims to develop a shared language by defining the structure, processes, properties, and principles of such systems. Collective response systems allow non-confrontational exploration of divisive issues, help identify common ground, and elicit insights from those closest to the issues. As a result, they can help overcome gridlock around conflict and governance challenges, increase trust, and develop mandates. Continued progress toward their development and adoption could help revitalize democracies, reimagine corporate governance, transform conflict, and govern powerful AI systems -- both as a complement to deeper deliberative democratic processes and as an option where deeper processes are not applicable or possible.

Opinion | This Is What Will Ruin Public Opinion Polling for Good
Instead of navigating the obstacles to conduct polls with human respondents, pollsters are running A.I. simulations instead. Why?

The CRDT Dictionary: A Field Guide to Conflict-Free Replicated Data Types - Ian Duncan
A comprehensive guide to CRDTs and their tradeoffs, from counters to sequences. Written in the spirit of the Typeclassopedia, exploring how different CRDTs solve the distributed consensus puzzle.
Democratizing Data
Democratizing Data builds a community-driven data ecosystem by identifying how datasets are used and reducing barriers to accessing high-quality public data. The initiative enhances the discoverability, usability, and relevance of data for researchers, policymakers, and stakeholder communities. A suite of tools and strategic partnerships supports this work by connecting users to the data, insights, and networks needed to inform decisions and generate impact.
Cambridge Analytica and the end of elections
The latest Cambridge Analytica leaks show just how compromised voting - one of the pillars of democracy - has become.


FiftyPlusOne - Latest Political Polls and Averages
A comprehensive list of polls and polling averages for elections and politician approval.

upvote.at
Atmospheric upvotes: an AT Protocol native link aggregator. Upvoting a link shares it, and every upvote is a record in your own PDS.

Ballot Measure Hub - Ballot Initiative Strategy Center
In the Ballot Hub, you'll find BISC's expert analysis of ballot measures, landscape trends, attacks and threats, issue research, and more.

Fifth shape in the atproto permissioned data series: polls. The member list is the electorate, your PDS holds only your own ballot, a vote's record key mirrors the poll's, and a leaked ballot proves nothing because permissioned commits are deniable.
Permissioned Data Shapes: Polls
ngerakines.leaflet.pub