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compdemocracy
polis
Python2021–2026
compdemocracy / polis

polis

:milky_way: Open Source AI for large scale open ended feedback

6Distinct people
10Mentions
0Explicit recommenders
1.2KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

:milky_way: Open Source AI for large scale open ended feedback

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:03:16 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by year10 dated mentions

Observed mentions: 2021-03-13 18:37:25 UTC to 2026-02-12 19:05:00 UTC.

02462021-01-01 00:00:00 UTC to 2022-01-01 00:00:00 UTC (exclusive): 6 mentions; 1 submissions, 5 comments20212022-01-01 00:00:00 UTC to 2023-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2023-01-01 00:00:00 UTC to 2024-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments20232024-01-01 00:00:00 UTC to 2025-01-01 00:00:00 UTC (exclusive): 2 mentions; 1 submissions, 1 comments2025-01-01 00:00:00 UTC to 2026-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2026-01-01 00:00:00 UTC to 2027-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments. Incomplete calendar period.2026*

* An incomplete calendar period is marked with an outlined bar. Its count is not directly comparable with a full period.

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
20212021-01-01 00:00:00 UTC2022-01-01 00:00:00 UTC615
20222022-01-01 00:00:00 UTC2023-01-01 00:00:00 UTC000
20232023-01-01 00:00:00 UTC2024-01-01 00:00:00 UTC000
20242024-01-01 00:00:00 UTC2025-01-01 00:00:00 UTC211
20252025-01-01 00:00:00 UTC2026-01-01 00:00:00 UTC101
2026 (partial)2026-01-01 00:00:00 UTC2027-01-01 00:00:00 UTC101

What Hacker News says

10 sources
I've worked around a medium-sized and storied backbone project that (for good reason) didn't have time to "get things right" and hoooooo boy can it get complex and spaghetti.[1] Compared to my confusion making sense of that project, I simply cannot imagine getting so confused orienting in a React project, even if it were done by an inexperienced person. It seems to me that the "extra" abstractions of React compel you to use them, and so things end up in reliable, sensible places. The entanglements the author mentions feel like part of the benefit, I guess? [1]: https://github.com/compdemocracy/polis/tree/edge/client-part...
In React vs. Backbone in 2025
Polis (and Twitter's community notes, I believe) Participation At Scale Can Repair The Public Square https://www.noemamag.com/participation-at-scale-can-repair-t... Polis: Scaling deliberation by mapping high dimensional opinion spaces https://scholar.google.com/scholar?q=Polis:+Scaling+delibera... Restricting clustering to 2-5 groups impacts group aware/informed consensus and comment routing https://github.com/compdemocracy/polis/issues/1289
In Generalized K-Means Clustering
(This is an outside project contributor speaking.) > it looks like the only way to log in is through Twitter or Facebook true :( > Are there any plans for a more general OAuth implementation? Some tickets open, but hasn't moved in awhile. Def an opportunity to contribute this! :) Context in the issue linked later. Right now, you can get third-party auth working in one of two ways: (1) contributing the feature to upstream Polis (slow, and lots of work) or (2) do auth in a custom "wrapper" app in which a Polis embed is used (quick, and no need to understand the messy Polis codebase). Sample of a wrapper app linked through here: https://github.com/compdemocracy/polis/issues/97#issuecommen...
In Polis – Large Scale Discussions
This is a great question. I've been using Polis for maybe 5 years. The "pass" is a catch-all for many things[1], including "rejecting a premise". It's non-obvious in the current interface, but there's room for coaching/learning how to engage with "complex/mixed" statements. For example, statements you encounter that conflict with your own emotional or factual sensibilities, which you're reluctant to respond to in a simple way (with agree/disagree). In this case, users can just "pass" on that statement, and immediately go below and submit a new "corrected" statement, or alternatively divide that one statement into a few separate ones, that can be reacted to more authentically. That way, you're not forced to weigh in on things you find to be leading statements or overly simplistic. And the pool of statements for everyone becomes ever-more-n
Read the rest
uanced through these sorts of interactions, and the map of the sentimental landscape becomes more high-resolution :) [1]: https://github.com/compdemocracy/polis/discussions/774
In Polis – Large Scale Discussions
Most of the work of good public consultation facilitators is (1) stopping those loud/frustrated/opinionated/entrenched people from distorting process, and (2) allowing many people to feel heard. (This is in addition to, of course, the more obvious: actually integrating that feedback, repeating it back, and acting on it.) Perhaps surprisingly with (2), public consultations are sometimes almost like public therapy -- allowing people to feel heard so they can then take a step forward, even if it's not a step fully in the direction they prefer. People can make better compromises when they feel heard, they just need to be contained so they don't take speaking time/attention from everyone else. Disclosure: highly engaged in public consultation process, civic tech, and consensus-building technology through my interest in https://github.com/compd
Read the rest
In Toronto swaps Google-backed, not-so-smart city plans for people-centred vision

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