diff --git a/README.md b/README.md
index 47c2299..1cdf52e 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,7 @@ spreadsheet also listed amongst these resources._
 - [Collab-Cluster](#collab-cluster)
 - [Forks & Deployments](#forks-deployments)
 - [Official](#official)
+- [People](#people)
 - [Uncategorized](#uncategorized)
 - [Discussions](#discussions)
 - [Want to hack on IPFS?](#want-to-hack-on-ipfs)
@@ -49,20 +50,21 @@ Readme and the website are automatically generated. In order to add an element t
 
 - 2024-11: [Agora Citizen Network](https://agoracitizen.network/) - Agora is a Polis-inspired platform that enables citizens, organizations, and governments to engage in meaningful large-scale discussions on social and political issues. [Source](https://github.com/zkorum/zkorum)
 - 2024-10: [CodeWithAloha/HIERR](https://hierr-histategis.hub.arcgis.com/) - Hawaiʻi Economic Recovery & Resilience (HIERR) is a digital engagement platform wrapping around Polis and providing onboarding materials to solicit resident sentiments on vision and value statements for Hawaii's economic future. [Source](https://github.com/CodeWithAloha/HIERR)
-- 2023-10: [Demdis](https://www.demdis.sk/) - A Slovakian fork seeking to build a community around better ways of engaging in divisive conversations. [Source](https://github.com/Demdis/polis)
 - 2020-08: [Demos UK](https://demos.co.uk/research/polis-and-the-political-process/) - Polis fork run by the UK thinktank Demos. [Source](https://github.com/Demos-thinktank/polis/tree/demos-dev)
 - 2023-07: [DFE-Digital/polis-whitelabel](https://openpolicy.blog.gov.uk/2023/08/08/a-creative-technologist-working-in-policy-one-year-in/) - A pared-down fork of Polis created by the Gov.UK Policy Lab [Source](https://github.com/DFE-Digital/polis-whitelabel)
-- 2024-11: [InnoPolis](https://ethglobal.com/showcase/innopolis-u2dx0) - A decentralized version of Pol.is built on Ethereum, for community engagement and decision-making with ML-powered opinion analysis. [Source](https://github.com/PassKeyRa/innopolis-report)
+- 2023-10: [Fork: Demdis](https://www.demdis.sk/) - A Slovakian fork seeking to build a community around better ways of engaging in divisive conversations. [Source](https://github.com/Demdis/polis)
+- 2024-11: [Fork: InnoPolis](https://ethglobal.com/showcase/innopolis-u2dx0) - A decentralized version of Pol.is built on Ethereum, for community engagement and decision-making with ML-powered opinion analysis. [Source](https://github.com/PassKeyRa/innopolis-report)
+- 2023-10: [Fork: Kennislink](https://polis.nemokennislink.nl/home) - A Dutch fork seeking to build a community around better ways of engaging in divisive conversations. [Source](https://github.com/Simon-Dirks/polis/tree/kennislink)
+- 2023-04: [Fork: Polis DigiFinland v1](https://www.sitra.fi/en/projects/polis-platform-experiments/) - An initial V1 set of deploy scripts, settings files, custom patches, translations and utilities for running Polis experiment deployments for DigiFinland. [Source](https://github.com/jylaroti/polis-digifinland-tools/)
+- 2024-09: [Fork: Polis DigiFinland v2](https://www.sitra.fi/en/projects/polis-platform-experiments/) - A current V2 set of deploy scripts, settings files, custom patches, translations and utilities for running Polis experiment deployments for DigiFinland. [Source](https://github.com/polis-digifinland/polis-digifinland)
+- 2024-09: [Fork: PolisOrbis](https://doc.polisorbis.copernicani.it/overview/) - PolisOrbis is a Polis fork with extensive rewrites, aiming for GDPR compliance, OpenID Connect auth support, and improved docs, among other things. [Source](https://gitlab.com/copernicani/polisorbis/codebase)
+- 2022-11: [Fork: sirodoht/suburb](https://github.com/sirodoht/suburb/) - Suburb is an experimental fork of Polis, with cleanup in code and infrastructure requirements.
 - 2024-11: [Metropolis](https://poll.fil.org) - A new Polis frontend and collective-response tool, funded for Filecoin governance and integrated with GitHub. [Source](https://github.com/canvasxyz/metropolis)
 - 2017-06: [Pentano](https://gitlab.com/pentano) - An early iteration of the Pushing Together reimplementation of Polis. (Brazil)
 - 2021-03: [Polis deployment: Crowd Wisdom Project](https://polis.crowdwisdomproject.org/home) - An unmodified deployment of the Polis codebase, hosted by the UK-based Crowd Wisdom Project. [Source](https://github.com/NewRedo/polis-fork)
 - 2023-08: [Polis deployment: Polis.tw](https://polis.tw/home) - An slightly modified deployment of the Polis codebase, hosted by PDIS.tw, a division of the Taiwanese national government. [Source](https://github.com/PDIS/polis2023)
-- 2023-04: [Polis: DigiFinland v1](https://www.sitra.fi/en/projects/polis-platform-experiments/) - An initial V1 set of deploy scripts, settings files, custom patches, translations and utilities for running Polis experiment deployments for DigiFinland. [Source](https://github.com/jylaroti/polis-digifinland-tools/)
-- 2024-09: [Polis: DigiFinland v2](https://www.sitra.fi/en/projects/polis-platform-experiments/) - A current V2 set of deploy scripts, settings files, custom patches, translations and utilities for running Polis experiment deployments for DigiFinland. [Source](https://github.com/polis-digifinland/polis-digifinland)
-- 2024-09: [PolisOrbis](https://doc.polisorbis.copernicani.it/overview/) - PolisOrbis is a Polis fork with extensive rewrites, aiming for GDPR compliance, OpenID Connect auth support, and improved docs, among other things. [Source](https://gitlab.com/copernicani/polisorbis/codebase)
 - 2023-12: [polispilot/polis-whitelabel](https://polis.partici.app/8vwsnjphnz) - A modified deployment of the Polis codebase, called Partici.app. Built by affiliates of Code for NL, related to PolisPilot. [Source](https://gitlab.com/betabreak/polispilot/polis)
 - 2023-05: [Pushing Together (EJ Platform)](https://www.ejparticipe.org/docs) - A comprehensive platform and funded project to create a social participation app, reimplementing Polis. (Brazil) [Source](https://github.com/ejplatform)
-- 2022-11: [sirodoht/suburb](https://github.com/sirodoht/suburb/) - Suburb is an experimental fork of Polis, with cleanup in code and infrastructure requirements.
 - 2022-07: [Tolerance Carousel](https://github.com/tolerance-carousel/polis_tolerance-carousel) - Code for deployed fork of Polis that paired with the Tolerance Carousel project.
 
 ## Official
@@ -78,6 +80,22 @@ Readme and the website are automatically generated. In order to add an element t
 - 2021-04-29: [Polis: Scaling Deliberation by Mapping HighDimensional Opinion Spaces](https://www.e-revistes.uji.es/index.php/recerca/article/view/5516/6558) - The authoritative paper on Polis internals and math.
 - 2022-11-24: [“Coherent Mode” for the World’s Public Square](https://arxiv.org/abs/2211.12571) - An official paper proposing modification to Twitter's Community Notes UI to support deliberative process.
 
+## People
+
+- 2024-11: [Bluesky List: Polis Practitioners](https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b) - A more curated Bluesky user list, including people actively working on Polis & Polis-related projects. Best-suited as a pseudo-feed of user posts, via the "Pin to Home" feature. [Source](https://github.com/polis-community/polis-bluesky-sync#readme)
+- 2024-11: [Bluesky List: Polis-curious](https://bsky.app/profile/patcon.bsky.social/lists/3lat4n45y7r2s) - A more inclusive Bluesky user list, including people who've expressed interest and enthusiasm about Polis, particularly on social media. Best-suited as a pseudo-feed of user posts, via the "Pin to Home" feature.
+- 2024-11: [Bluesky Starter Pack: Polis Practitioners](https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b) - A more curated Bluesky user list (as a starter pack), including people actively working on Polis & Polis-related projects. Best-suited for mass-following users. (Sync'd with Bluesky list as much as possible.) [Source](https://github.com/polis-community/polis-bluesky-sync#readme)
+- [Discord: Plurality Institute](https://discord.gg/P3wHEb2tq3) - Plurality Insitute was founded by Glen Weyl and Audrey Tang, two big proponents of Polis, and sees Polis-like tools as central to creating more co-operative democracies.
+- [Discord: Polis User Group (PUG)](https://discord.com/invite/wFWB8kzQpP) - An unofficial Discord server for the Polis User Group (PUG). See PUG entry for details.
+- [Discord: RadicalxChange Foundation](https://discord.gg/GCKTs947JR) - RadicalxChange Foundation uses Polis in its work, and has built several projects on comparable technologies. It's founding members are bullish on it's use in democratic processes.
+- [Discord: ZKorum / Agora](https://discord.gg/KUUbFVNGGQ) - See entry for "Agora Citizen Network" project, a reimplementation of Polis.
+- [Polis Practitioners (canonical directory)](https://docs.google.com/spreadsheets/d/1Mji1P51Q3FDWIis_F9NlrW980OtNiF9Ko5NNE3vf42I/edit) - A canonical list of practitioners of Polis and Polis-like software, aggregated from public resources by patcon, from almost a decade of working and interacting in the space. This resource will be used to auto-generate others. (private for now, pls request access)
+- 2022-05: [PUG weekly call notes](https://hackmd.io/@patcon/conversa-calls/) - Landing page and weekly call notes for Polis User Group (PUG), a community for users and fans of the Polis software project, for anyone eager to explore the tool/processes, including prospective conversation moderators & participants, as well as self-hosted server administrators.
+- [Slack: Civic Tech Toronto](https://link.civictech.ca/chat) - Civic Tech Toronto is a vibrant and diverse community of Torontonians engaged in understanding and creating solutions for civic challenges through technology, design, and other innovative means. Channels: `#polis`, `#polis-portal`, `#polis-content-creation`, `#polis-tool-talk` [Source](https://civictechto.slack.com)
+- [Slack: Code for NL](https://join.slack.com/t/codefornl/shared_invite/zt-2wf1pcpcj-KCYCF5C0hqhr31S~oZvf9g) - Code for NL is the Dutch community of people working together on an open, fair and inclusive digital government and society. Channels: `#polisnl`, `#polis-portal` [Source](https://codefornl.slack.com)
+- [Slack: Metagov](https://metagov.org/join/community) - Metagov is a community of research and practice gathered around the mission to cultivate tools, practices, and communities that enable self-governance in the digital age. Channels: `#deliberative-tools-and-interop` [Source](https://metagov.slack.com)
+- 2024-11: [Twitter/X List: Polis-curious](https://x.com/i/lists/1367212756475260933) - A more inclusive Twitter/X user list, including people who've expressed interest and enthusiasm about Polis, particularly on social media. Best-suited as a pseudo-feed of user posts, via "pinning" on your list listing page. (Sync'd with Bluesky list as much as possible.)
+
 ## Uncategorized
 
 - 2024-05: [aadityabhatia/polis-argmap](https://argmap.bhatia.dev/) - Polis Argument Mapping to Guide Policy Decisions. How can large language models enable us to ingest massive streams of unstructured information, incorporate diverse perspectives and distill them into actionable insights that demonstrably align with public opinion? [Source](https://github.com/aadityabhatia/polis-argmap)
@@ -86,13 +104,11 @@ Readme and the website are automatically generated. In order to add an element t
 - 2024-10: [AIObjectives/tttc-light-js](https://ai.objectives.institute/talk-to-the-city) - The codebase for generating reports. Talk to the City is an open-source LLM interface for improving collective deliberation and decision-making by analyzing detailed, qualitative data. It aggregates responses and arranges similar arguments into clusters. [Source](https://github.com/AIObjectives/tttc-light-js)
 - 2019-03: [audreyt/polis-tally](https://github.com/audreyt/polis-tally) - Polis export data and perl scripts for g0v.tw conversations, including Talkto.tw
 - 2020-06: [ballPointPenguin/polis-playbook](https://github.com/ballPointPenguin/polis-playbook) - Ansible playbook for deployment of Polis instances.
-- 2024-11: [Bluesky List: Polis Practitioners](https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b) - A more curated Bluesky user list, including people actively working on Polis & Polis-related projects. Best-suited as a pseudo-feed of user posts, via the "Pin to Home" feature. [Source](https://github.com/polis-community/polis-bluesky-sync#readme)
-- 2024-11: [Bluesky List: Polis-curious](https://bsky.app/profile/patcon.bsky.social/lists/3lat4n45y7r2s) - A more inclusive Bluesky user list, including people who've expressed interest and enthusiasm about Polis, particularly on social media. Best-suited as a pseudo-feed of user posts, via the "Pin to Home" feature.
-- 2024-11: [Bluesky Starter Pack: Polis Practitioners](https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b) - A more curated Bluesky user list (as a starter pack), including people actively working on Polis & Polis-related projects. Best-suited for mass-following users. (Sync'd with Bluesky list as much as possible.) [Source](https://github.com/polis-community/polis-bluesky-sync#readme)
 - 2024-06: [CivicTechTO/polis-moderator-hotkey](https://github.com/CivicTechTO/polis-moderator-hotkey) - A Chrome extension allow polis moderator to accept/reject comments with hotkeys
 - 2024-10: [Code for NL Slack - PolisPilot](https://praatmee.codefor.nl/) - Join the active #polis channel in this Slack team to participate in projects PolisPilot / Partici.app
 - 2021-02: [codefornl/polis-splash](https://github.com/codefornl/polis-splash) - Wrapper for Polis discussion on Code for NL.
 - 2014-09: [colinmegill/conference](https://github.com/colinmegill/conference) - An app for conferences built around pol.is
+- 2024-07: [Collective Intelligence with Agents](https://github.com/collect-intel/ciwa) - A general-use collective intelligence framework that allows AI agents to deliberate in a Polis-like way to utilize and demonstrate collective intelligence, with entry points for collective intelligence from a community of human participants.
 - 2024-03: [Common Ground](https://www.dembrane.com/en-US/blog/report-openai-october-2023) - Conceptualised as a multi-player variant of Pol.is, this app aims to test whether intimate, small group discussions, enhanced by scalable intra-group communication protocols, can improve wider debate. Grantee in OpenAI "Democratic Inputs to AI" challenge. [Source](https://github.com/openai/democratic-inputs/tree/main/projects/deliberation_at_scale)
 - 2019-02: [Conversa](https://github.com/conversa-app/conversa.cc) - An experimental Ruby on Rails app attempting to reimplement the Polis frontend.
 - 2024-10-03: [Creating new frontend(s) for Polis (Part 4/5)](https://sunweavers.net/blog/node/149) - Part of a 5-post blog series about adapting and improving Polis for evaluation by several Dutch provincial governments and central government ministries
@@ -105,6 +121,7 @@ Readme and the website are automatically generated. In order to add an element t
 - 2024-12: [Github List: Polis-like](https://github.com/stars/patcon/lists/awesome-polis-like) - A list of all GitHub repos (both source and forks) where Polis-related code exists.
 - 2018-12: [Holopolis Map](https://holopolis-map.pdis.tw/) - Web mobile app that through geolocalization and the use of stickers with QR codes promotes democractic deliberation processes everywhere in the world. [Source](https://github.com/PDIS/Holopolis-Map)
 - 2021-10: [jerojero/polis-tribu](https://github.com/jerojero/polis-tribu) - Polis implementation for [Tribu](https://tribu.ong/) (a Chilean NGO), it includes a complete website with a database that leverages the xid method of the polis embedded conversation to identify users uniquely.
+- 2023-10: [JosephGubbels/delibdem](https://delibdem.com/ndpdemo/) - A few scripts for running various experiments. Very incomplete. [Source](https://github.com/JosephGubbels/delibdem)
 - 2020-05: [joshsmith2/polis-loadtesting](https://github.com/joshsmith2/polis-loadtesting) - A series of Locust test to meaningfully load-test Pol.is instances
 - 2024-11: [Junction 2024 hackathon: Polis-related projects (SITRA)](https://eu.junctionplatform.com/projects/junction-2024/by-challenge/let-s-make-finland-the-world-leader-of-digital-democracy) - The Junction 2024 is Europe's leading hackathon held annually in Helsinki. This year featured SITRA, sponsoring a challenge called "Let’s make Finland the world leader of digital democracy", encouraging a focus on improving Polis. This is a list of the full 28 submitted projects (not all centered on Polis).
 - 2024-12: [Junction hackathon: Alert Democracy (ALR DMC) browser extension](https://devpost.com/software/alr-dmc) - A browser extension (and backend server) that helps users take action (Polis conversation, petitions, etc.) on the issues they are reading about. This was a Junction hackathon project (see other entry for details), within SITRA's digital democracy challenge. (Finland) [Source](https://github.com/Junction-24/alrdmc-extension)
@@ -122,6 +139,7 @@ Readme and the website are automatically generated. In order to add an element t
 - 2016-12: [MyDemocracy.ca](https://mydem0cracy.ca/) - Mini-site wrapping Polis for a citizen-run online consultation experiment. [Source](https://github.com/CivicTechTO/MyDem0cracy.ca-site/)
 - 2024-05-09: [NewJerseyStyle/LitePolis](https://github.com/NewJerseyStyle/LitePolis/tree/develop) - LitePolis is a WIP aiming provide a developer- and data-scientist-friendly port of Polis written in Python.
 - 2020-08: [NewVote/newvote-rhok](https://newvote.org/the-app) - NewVote was an online crowd-sourcing tool in Australia that integrates Polis, supports co-design, communication and decision-making. [Source](https://github.com/NewVote/newvote-rhok)
+- 2024-12: [Open-source Collective Constitutions for AI](https://osccai.vercel.app) - Platform that enables communities to collaboratively create and refine AI models based on collectively defined constitutions, democratizing AI alignment. Uses Polis' participants-votes.csv export data. [Source](https://github.com/collect-intel/osccai)
 - 2017-12: [OpenSourcePolitics/decidim-efb](https://haddock.opensourcepolitics.eu/processes/test-process/f/101/) - An example Decidim codebase with the Decidim::Polis module installed [Source](https://github.com/OpenSourcePolitics/decidim-efb)
 - 2022-09: [OpenSourcePolitics/decidim-polis](https://haddock.opensourcepolitics.eu/processes/test-process/f/101/) - Decidim module for integrating Polis into that platform. [Source](https://github.com/OpenSourcePolitics/decidim-polis/)
 - 2014-09: [ourcity/minneapolis](https://github.com/ourcity/minneapolis) - A platform for creating more transparency and engagement with local government processes in Minneapolis. Groups council agenda items into larger issues, and integrates Polis conversations to explore those issues.
@@ -149,8 +167,6 @@ Readme and the website are automatically generated. In order to add an element t
 - 2021-01: [Polis link prediction](https://github.com/ThenWho/pol-is-link-prediction) - A data exploration in Jupyter notebook.
 - 2021-03: [Polis Math module walk-through](https://hackmd.io/@patcon/conversa-calls/https%3A%2F%2Fhackmd.io%2F%40patcon%2Fr1KpFakV_) - Notes from a walk-through of the Clojure math module of Polis, given by CompDem data scientist Chris Small during his technical office hours.
 - 2024-11: [Polis Resources Spreadsheet](https://docs.google.com/spreadsheets/d/1PNlYoIyN1_jS7CpHDImHcA8qW4UFuEDLVZe0p_C6V0w/edit#gid=0) - The raw source material for this community-stewarded Awesome Polis directory.
-- [Polis User Group (PUG)](https://hackmd.io/@patcon/conversa-calls/) - Landing page for a unofficial community for users and fans of the Polis software project, for anyone eager to explore the tool/processes, including prospective conversation moderators & participants, as well as self-hosted server administrators.
-- [Polis User Group (PUG) Discord](https://discord.com/invite/wFWB8kzQpP) - An unofficial Discord server for the Polis User Group (PUG). See PUG entry for details.
 - 2024-09: [PolisOrbis Deploy Blueprints](https://gitlab.com/copernicani/polisorbis/deploy-blueprints) - Scripts and code to deploy PolisOrbis in a provisioned Amazon AWS infrastructure.
 - 2024-06: [PolisPilot Demo](https://polispilot.nl/demo) - PolisPilot is a demo Partici.app frontend for Polis, accessed via the ParticiAPI server. [Source](https://gitlab.com/betabreak/polispilot/demo)
 - 2023-12: [PolisPilot.nl](https://polispilot.nl/) - A very polished fork of Polis being built by affiliates of Code for NL
@@ -160,6 +176,7 @@ Readme and the website are automatically generated. In order to add an element t
 - 2022-03: [RoboTeddy/polis-poh-embed-example](https://polis-proof-of-humanity.netlify.app/7s45mddsfz) - Example of a Proof-of-Humanity identity provider wrapper for any arbitary Polis conversation. [Source](https://github.com/RoboTeddy/polis-poh-embed-example)
 - 2022-06: [RxC Conversations](https://github.com/RadicalxChange/rxc-voice/tree/development/polis-app) - A wrapper for Polis conversations held in the RadicalxChange community.
 - 2022-06: [RxC Voice](https://voice.radicalxchange.org/) - RadicalxChange Voice is an app for decentralized democratic governance. [Source](https://github.com/RadicalxChange/rxc-voice)
+- 2023-10: [saffronh/ccai](https://www.anthropic.com/news/collective-constitutional-ai-aligning-a-language-model-with-public-input) - Data processing for the Collective Constitutional AI project (a collaboration between The Collective Intelligence Project & Anthropic) [Source](https://github.com/saffronh/ccai)
 - 2023-10: [shuyanglin/vtaiwan-openai-2023](https://vtaiwan-openai-2023.vercel.app/) - A vTaiwan banner website for running a consultation (including Polis) within the Democracy Inputs to AI grant. [Source](https://github.com/shuyanglin/vtaiwan-openai-2023)
 - 2024-11: [Society Speaks](https://societyspeaks.io/) - A fully-launched Polis-centred platform for improved hosting experience and discoverability of public Polis conversations, from local up to international. [Source](https://github.com/zuluwill/Societyspeaks)
 - 2024-10: [Storybook: Polis](https://civictechto.github.io/polis-storybook/) - A "storybook" instance to display frontend UI components from Polis and its forks, to allow more collaboration and experimentation on UX and accessibility improvements. [Source](https://github.com/CivicTechTO/polis-storybook)
@@ -169,7 +186,6 @@ Readme and the website are automatically generated. In order to add an element t
 - 2024-10-15: [Toward building deliberative digital media: From subversion to consensus](https://academic.oup.com/pnasnexus/article/3/10/pgae407/7821166) - This paper (Pentland & Tsai) analyzes Polis "to illustrate how social science might enable design of next-generation digital media suitable for democratic deliberation, and in which generative artificial intelligence might be useful."
 - 2024-11: [Tuebocracy](https://haglobah.github.io/tuebocracy/) - Simple wrapper app, intended to help citizens of Tübingen Germany provide input on city issues. Written in Racket language, using Pollen and UnoCSS, built with Nix. Created for a hackathon. [Source](https://github.com/haglobah/tuebocracy)
 - [Twitter List: Polis-curious](https://twitter.com/i/lists/1367212756475260933) - A Twitter list of folks who've built, used or just gotten really stoked about Polis or vTaiwan.
-- 2024-11: [Twitter/X List: Polis-curious](https://x.com/i/lists/1367212756475260933) - A more inclusive Twitter/X user list, including people who've expressed interest and enthusiasm about Polis, particularly on social media. Best-suited as a pseudo-feed of user posts, via "pinning" on your list listing page. (Sync'd with Bluesky list as much as possible.)
 - 2024-09: [Viewpoints.xyz](https://viewpoints.xyz/) - New UI experiment for a Polis-like platform. [Source](https://github.com/Goodheart-Labs/polislike)
 - 2024-11: [WePublish](https://wepublish.ch/fr/) - Open Source Headless CMS for Publishers and News Rooms, integrating Polis. Created in Switzerland. [Source](https://github.com/wepublish/wepublish)
 - 2022-08: [Wikipedia: https://en.wikipedia.org/wiki/Wiki_survey](https://en.wikipedia.org/wiki/Wiki_survey) - A Wikipedia entry originally created by Nicolas Perez, a member of the Polis User Group (PUG) community, giving Polis its first dedicated section on the platform. [Source](https://docs.google.com/document/d/1HUx8ClEF-95t38k8uaCdx3AeReBs3w9OoerSYFPOYT4/edit)
diff --git a/data/communications.yaml b/data/communications.yaml
new file mode 100644
index 0000000..e5dec40
--- /dev/null
+++ b/data/communications.yaml
@@ -0,0 +1,110 @@
+title: People
+# See: https://github.com/ipfs-shipyard/ipfs-css/blob/main/theme.json
+color: yellow
+# See: https://github.com/ipfs-shipyard/ipfs-css/tree/main/icons
+icon: stroke_user
+description: People and communication spaces that are highly interested in conversation of Polis and Polis-like tools.
+content:
+  - title: "Slack: Metagov"
+    website: "https://metagov.org/join/community"
+    source: "https://metagov.slack.com"
+    description: >
+      Metagov is a community of research and practice gathered around the
+      mission to cultivate tools, practices, and communities that enable
+      self-governance in the digital age.
+      Channels: `#deliberative-tools-and-interop`
+  - title: "Slack: Civic Tech Toronto"
+    website: "https://link.civictech.ca/chat"
+    source: "https://civictechto.slack.com"
+    description: >
+      Civic Tech Toronto is a vibrant and diverse community of Torontonians
+      engaged in understanding and creating solutions for civic challenges
+      through technology, design, and other innovative means.
+      Channels: `#polis`, `#polis-portal`, `#polis-content-creation`, `#polis-tool-talk`
+  - title: "Slack: Code for NL"
+    website: "https://join.slack.com/t/codefornl/shared_invite/zt-2wf1pcpcj-KCYCF5C0hqhr31S~oZvf9g"
+    source: "https://codefornl.slack.com"
+    description: >
+      Code for NL is the Dutch community of people working together on an open,
+      fair and inclusive digital government and society.
+      Channels: `#polisnl`, `#polis-portal`
+  - title: "Bluesky List: Polis Practitioners"
+    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b"
+    source: "https://github.com/polis-community/polis-bluesky-sync#readme"
+    date: "2024-11"
+    description: >
+      A more curated Bluesky user list, including people actively working on
+      Polis & Polis-related projects. Best-suited as a pseudo-feed of user
+      posts, via the "Pin to Home" feature.
+  - title: "Bluesky Starter Pack: Polis Practitioners"
+    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b"
+    source: "https://github.com/polis-community/polis-bluesky-sync#readme"
+    date: "2024-11"
+    description: >
+      A more curated Bluesky user list (as a starter pack), including people
+      actively working on Polis & Polis-related projects. Best-suited for
+      mass-following users. (Sync'd with Bluesky list as much as possible.)
+  - title: "Bluesky List: Polis-curious"
+    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lat4n45y7r2s"
+    date: "2024-11"
+    description: >
+      A more inclusive Bluesky user list, including people who've expressed
+      interest and enthusiasm about Polis, particularly on social media.
+      Best-suited as a pseudo-feed of user posts, via the "Pin to Home"
+      feature.
+  - title: "Twitter/X List: Polis-curious"
+    website: "https://x.com/i/lists/1367212756475260933"
+    date: "2024-11"
+    description: >
+      A more inclusive Twitter/X user list, including people who've expressed
+      interest and enthusiasm about Polis, particularly on social media.
+      Best-suited as a pseudo-feed of user posts, via "pinning" on your list
+      listing page. (Sync'd with Bluesky list as much as possible.)
+  - title: "Discord: Polis User Group (PUG)"
+    website: "https://discord.com/invite/wFWB8kzQpP"
+    picture: "/images/discord.webp"
+    description: >
+      An unofficial Discord server for the Polis User Group (PUG). See PUG
+      entry for details.
+  - title: "Discord: RadicalxChange Foundation"
+    website: "https://discord.gg/GCKTs947JR"
+    picture: "/images/discord.webp"
+    description: >
+      RadicalxChange Foundation uses Polis in its work, and has built several
+      projects on comparable technologies. It's founding members are bullish on
+      it's use in democratic processes.
+  - title: "Discord: Plurality Institute"
+    website: "https://discord.gg/P3wHEb2tq3"
+    picture: "/images/discord.webp"
+    description: >
+      Plurality Insitute was founded by Glen Weyl and Audrey Tang, two big
+      proponents of Polis, and sees Polis-like tools as central to creating
+      more co-operative democracies.
+  - title: "Discord: ZKorum / Agora"
+    website: "https://discord.gg/KUUbFVNGGQ"
+    picture: "/images/discord.webp"
+    description: >
+      See entry for "Agora Citizen Network" project, a reimplementation of Polis.
+  - title: "PUG weekly call notes"
+    website: "https://hackmd.io/@patcon/conversa-calls/"
+    picture: "https://media.giphy.com/media/ePsV4lBfsrPmo/giphy.gif"
+    date: "2022-05"
+    description: >
+      Landing page and weekly call notes for Polis User Group (PUG), a
+      community for users and fans of the Polis software project, for anyone
+      eager to explore the tool/processes, including prospective conversation
+      moderators & participants, as well as self-hosted server administrators.
+  - title: "Polis Practitioners (canonical directory)"
+    website: "https://docs.google.com/spreadsheets/d/1Mji1P51Q3FDWIis_F9NlrW980OtNiF9Ko5NNE3vf42I/edit"
+    description: >
+      A canonical list of practitioners of Polis and Polis-like software,
+      aggregated from public resources by patcon, from almost a decade of
+      working and interacting in the space. This resource will be used to
+      auto-generate others. (private for now, pls request access)
+#  - title: ""
+#    website: ""
+#    source: ""
+#    date: ""
+#    picture: ""
+#    description: >
+#      Foo bar
\ No newline at end of file
diff --git a/data/forks.yaml b/data/forks.yaml
index 0387415..6590dca 100644
--- a/data/forks.yaml
+++ b/data/forks.yaml
@@ -26,7 +26,7 @@ content:
     description: >
       A new Polis frontend and collective-response tool, funded for Filecoin
       governance and integrated with GitHub.
-  - title: "Demdis"
+  - title: "Fork: Demdis"
     website: "https://www.demdis.sk/"
     source: "https://github.com/Demdis/polis"
     picture: "https://www.demdis.sk/content/images/2022/12/demdis-logo-1.png"
@@ -34,6 +34,13 @@ content:
     description: >
       A Slovakian fork seeking to build a community around better ways of
       engaging in divisive conversations.
+  - title: "Fork: Kennislink"
+    website: "https://polis.nemokennislink.nl/home"
+    source: "https://github.com/Simon-Dirks/polis/tree/kennislink"
+    date: "2023-10"
+    description: >
+      A Dutch fork seeking to build a community around better ways of
+      engaging in divisive conversations.
   - title: "Pushing Together (EJ Platform)"
     website: "https://www.ejparticipe.org/docs"
     source: "https://github.com/ejplatform"
@@ -88,13 +95,13 @@ content:
       platform wrapping around Polis and providing onboarding materials to
       solicit resident sentiments on vision and value statements for Hawaii's
       economic future.
-  - title: "sirodoht/suburb"
+  - title: "Fork: sirodoht/suburb"
     source: "https://github.com/sirodoht/suburb/"
     date: "2022-11"
     description: >
       Suburb is an experimental fork of Polis, with cleanup in code and
       infrastructure requirements.
-  - title: "PolisOrbis"
+  - title: "Fork: PolisOrbis"
     source: "https://gitlab.com/copernicani/polisorbis/codebase"
     website: "https://doc.polisorbis.copernicani.it/overview/"
     date: "2024-09"
@@ -111,14 +118,14 @@ content:
       Agora is a Polis-inspired platform that enables citizens, organizations,
       and governments to engage in meaningful large-scale discussions on social
       and political issues.
-  - title: "InnoPolis"
+  - title: "Fork: InnoPolis"
     source: "https://github.com/PassKeyRa/innopolis-report"
     website: "https://ethglobal.com/showcase/innopolis-u2dx0"
     date: "2024-11"
     description: >
       A decentralized version of Pol.is built on Ethereum, for community
       engagement and decision-making with ML-powered opinion analysis.
-  - title: "Polis: DigiFinland v1"
+  - title: "Fork: Polis DigiFinland v1"
     website: "https://www.sitra.fi/en/projects/polis-platform-experiments/"
     source: "https://github.com/jylaroti/polis-digifinland-tools/"
     picture: "https://www.businessfinland.fi/4a969e/contentassets/9ac86913aefe4730a93a5f7b3cbbcd87/companylogo2"
@@ -127,7 +134,7 @@ content:
       An initial V1 set of deploy scripts, settings files, custom patches,
       translations and utilities for running Polis experiment deployments for
       DigiFinland.
-  - title: "Polis: DigiFinland v2"
+  - title: "Fork: Polis DigiFinland v2"
     website: "https://www.sitra.fi/en/projects/polis-platform-experiments/"
     source: "https://github.com/polis-digifinland/polis-digifinland"
     picture: "https://www.businessfinland.fi/4a969e/contentassets/9ac86913aefe4730a93a5f7b3cbbcd87/companylogo2"
diff --git a/data/uncategorized.yaml b/data/uncategorized.yaml
index fc392b9..49704c4 100644
--- a/data/uncategorized.yaml
+++ b/data/uncategorized.yaml
@@ -56,20 +56,6 @@ content:
       A "storybook" instance to display frontend UI components from Polis and
       its forks, to allow more collaboration and experimentation on UX and
       accessibility improvements.
-  - title: "Polis User Group (PUG) Discord"
-    website: "https://discord.com/invite/wFWB8kzQpP"
-    picture: "/images/discord.webp"
-    description: >
-      An unofficial Discord server for the Polis User Group (PUG). See PUG
-      entry for details.
-  - title: "Polis User Group (PUG)"
-    website: "https://hackmd.io/@patcon/conversa-calls/"
-    picture: "https://media.giphy.com/media/ePsV4lBfsrPmo/giphy.gif"
-    description: >
-      Landing page for a unofficial community for users and fans of the Polis
-      software project, for anyone eager to explore the tool/processes,
-      including prospective conversation moderators & participants, as well as
-      self-hosted server administrators.
   - title: "Polis Math module walk-through"
     website: "https://hackmd.io/@patcon/conversa-calls/https%3A%2F%2Fhackmd.io%2F%40patcon%2Fr1KpFakV_"
     date: "2021-03"
@@ -636,44 +622,43 @@ content:
     source: "https://github.com/eterps/polislite"
     date: "2024-11"
     description: >
-      A lightweight polis-like library, aspiring to reproduce the Polis math algorithms in Python.
+      A lightweight polis-like library, aspiring to reproduce the Polis math
+      algorithms in Python.
   - title: "MaanasArora/polis-ctto"
     source: "https://github.com/MaanasArora/polis-ctto"
     date: "2024-11"
     description: >
-      A simple and efficient polis-like system built as a learning exercise by a contributor from Civic Tech Toronto.
-  - title: "Bluesky List: Polis Practitioners"
-    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b"
-    source: "https://github.com/polis-community/polis-bluesky-sync#readme"
-    date: "2024-11"
-    description: >
-      A more curated Bluesky user list, including people actively working on
-      Polis & Polis-related projects. Best-suited as a pseudo-feed of user
-      posts, via the "Pin to Home" feature.
-  - title: "Bluesky Starter Pack: Polis Practitioners"
-    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lcqrsp3juf2b"
-    source: "https://github.com/polis-community/polis-bluesky-sync#readme"
-    date: "2024-11"
+      A simple and efficient polis-like system built as a learning exercise by
+      a contributor from Civic Tech Toronto.
+  - title: "Open-source Collective Constitutions for AI"
+    website: "https://osccai.vercel.app"
+    source: "https://github.com/collect-intel/osccai"
+    date: "2024-12"
     description: >
-      A more curated Bluesky user list (as a starter pack), including people
-      actively working on Polis & Polis-related projects. Best-suited for
-      mass-following users. (Sync'd with Bluesky list as much as possible.)
-  - title: "Bluesky List: Polis-curious"
-    website: "https://bsky.app/profile/patcon.bsky.social/lists/3lat4n45y7r2s"
-    date: "2024-11"
+      Platform that enables communities to collaboratively create and refine AI
+      models based on collectively defined constitutions, democratizing AI
+      alignment. Uses Polis' participants-votes.csv export data.
+  - title: "saffronh/ccai"
+    website: "https://www.anthropic.com/news/collective-constitutional-ai-aligning-a-language-model-with-public-input"
+    source: "https://github.com/saffronh/ccai"
+    date: "2023-10"
     description: >
-      A more inclusive Bluesky user list, including people who've expressed
-      interest and enthusiasm about Polis, particularly on social media.
-      Best-suited as a pseudo-feed of user posts, via the "Pin to Home"
-      feature.
-  - title: "Twitter/X List: Polis-curious"
-    website: "https://x.com/i/lists/1367212756475260933"
-    date: "2024-11"
+      Data processing for the Collective Constitutional AI project (a
+      collaboration between The Collective Intelligence Project & Anthropic)
+  - title: "Collective Intelligence with Agents"
+    source: "https://github.com/collect-intel/ciwa"
+    date: "2024-07"
+    description: >
+      A general-use collective intelligence framework that allows AI agents to
+      deliberate in a Polis-like way to utilize and demonstrate collective
+      intelligence, with entry points for collective intelligence from a
+      community of human participants.
+  - title: "JosephGubbels/delibdem"
+    website: "https://delibdem.com/ndpdemo/"
+    source: "https://github.com/JosephGubbels/delibdem"
+    date: "2023-10"
     description: >
-      A more inclusive Twitter/X user list, including people who've expressed
-      interest and enthusiasm about Polis, particularly on social media.
-      Best-suited as a pseudo-feed of user posts, via "pinning" on your list
-      listing page. (Sync'd with Bluesky list as much as possible.)
+      A few scripts for running various experiments. Very incomplete.
   # - title: ""
   #   website: ""
   #   source: ""