







The 2026 deliberative tools and interoperability working group updates you've been waiting for

Testing Deliberative Technologies to Identify Optimal Use | Toda Peace Institute
Deliberative technologies are software tools that help create large-scale dialogue among participants. This article outlines the experience of testing four of these tools—Crowdsmart, Pol.is, Talk to the City, and Deliberation.io—with a group of student volunteers to understand their function and effectiveness, and to identify digital facilitation strategies. The paper concludes with recommendations to make deliberative […]
MIRA 2026 - Modular Interoperable Research Attribution
Catalyzing Modular Interoperable Research Attribution - A workshop to design and prototype interoperable frameworks for modular research attribution. June 7-11, 2026 in Ireland.
Release v0.7.0 · idiolect-dev/idiolect
Added dev.idiolect.deliberation, dev.idiolect.deliberationStatement, dev.idiolect.deliberationVote, and dev.idiolect.deliberationOutcome lexicons. The four together model community-scoped delibera...
Sebastian Raschka on Twitter / X
Pretty cool. I think 2025-2026 will be a stronger focus on these in open source tooling.I.e. having LLMs delegate knowledge-based queries to search, which in turn frees up model capacity to improve reasoning capabilities and tool use. https://t.co/wNTg283mb2— Sebastian Raschka (@rasbt) August 12, 2025
[Proposal] WG for group/community standards and infrastructure in ATProto
TLDR: I’m proposing a working group to develop shared interoperable standards for community infrastructure within ATProto. Many teams are independently making foundational design decisions about group/community membership, governance, and infrastructure. Without coordination, a de facto standard will calcify from momentum rather than deliberate evaluation of the ranges of community needs. I provide initial questions and principles to start discussion. Many people, apps and projects in developme...

Metagov x Future of Science Seminar - Discourse Graphs with Matt Akamatsu
Lee Byron (OpenAI) - Teaching Models to Collaborate
Aspiration | Better Tools for a Better World
It's our 23rd Anniversary! Nonprofit staff, developers, capacity builders, and grassroots activists will convene at the 2026 Nonprofit Software Development Summit, 18-20 November, 2026, to share knowledge, build capacity, and collectively envision the future of free, open and equitable digital tools and practices to support social change efforts.
in progress works
lightweight accountability community and journal for your side projects
Patrick Collison on Twitter / X
I want some kind of LLM workflow tool.• Ability to manage a set of input files (Markdown or similar), plus other general-purpose context.• With real-time collaboration. (And maybe some concept of snapshots or VCS integration.)• And the ability to create/manage a inference…— Patrick Collison (@patrickc) June 6, 2026
2026 List of Identity and Related Conferences and Standards Development Events
Agenda and minutes of meetings of the Federated Identity Community Group - fedidcg/meetings
The FOSDEM 2027 AT Protocol devroom proposal is taking shape. @edouard.paris and @viivi.rocks are leading the submission, due October 4. The draft covers protocol infrastructure, applications, governance, and critical perspectives. Share project ideas and use cases in the Discourse thread.
FOSDEM 2027 ATProto devroom proposal
discourse.atmosphere.communityContent relevant to MIRA (Modular Interoperable Research Attribution - mira.science)
Architecture for knowledge discovery - Convivial Claims
IOSP 2026 (by ATProto Science) — Semble
MIRA — the structure layer for a shared research graph
Paperclip
Paperclip
FLF’s Epistemic Case Study Competition: Results — LessWrong