Alternatives
Products that do what Understand politics by visualising manifesto embeddings does
Based on embeddings of the political parties manisfestos (gathered from ChatGPT) on different matters, we visualise how different they truly are on a PCA projection I want to extend this to US parties/candidates and make it more general
- 1IB
2022 · lafrance.enchiffres.fr
- 2
- 3PC
2017 · politicallogo.com
- 4WF
Hi HN, Wanted to share a project I made over the weekend - a real-time fascism tracker. The site fetches recent news from trusted sources, filters it for keywords related to fascism and the current US administration, and then sends it to GPT-4o for classification according to the 14 characteristics of fascism described by Dr. Lawrence Britt. With the rapid pace of news in the US, especially post-election, it’s hard to keep up. I built this site so you can quickly see important topics and draw parallels with similar historical events. Would love to hear your thoughts. - Ryan
2025 · realtimefascism.com
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- 7TV
Votizen is working to remove the influence of money in politics by making political decision-making more peer-to-peer. We're using Twitter and our API to pull tweets from only registered voters, and showing how the discussion breaks down among the parties. This has never been done before as far as I know, not even by the major media outlets. Please check it out and let me know what you think. If people are interested, we'll work to improve it for the further debates and campaigns.
2012 · live.votizen.com
- 8MO
I wanted a way for people to support companies and people that align with their political beliefs. Additionally, I think it can serve as a valuable, source-linked public ledger of who said and did what over time, especially as incentives change and people try to rewrite their positions. This is fully AI-coded, researched, and sourced. Additionally, AI helped develop the scoring system. The evidence gathering is done by a number of different agents through OpenRouter that gather and classify source-backed claims. The point of that is not to pretend bias disappears, but to avoid me manually…
Mar 2026 · magaornot.ai
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- 11GA
Hey HN — I've been working on creating small games with LLMs for the past year or two and found that one thing they have been bad at generally is creating story worlds — they tend to generate clusters of similar characters that aren't intrinsically linked to each other. I was thinking about this and remembered the semi-famous alien invasion political compass meme: https://www.reddit.com/r/PoliticalCompassMemes/comments/ktyq... I really liked how that format enforces the need to fill out all parts of the alignment chart, giving you a rich diversity of characters.…
2025 · loregrid.com
- 12PW
Over the weekend we built Parliament Wow. It's hacky, buggy and slightly broken but it does the job :) Parliament Wow makes it easy to find out what is going on in parliament and what it actually means for you and me. We know that nobody has the time to watch hours of debates, drown in legal paperwork or keep up with the implications of every vote. Not me or you and least of all your MPs. There is just too much data. So we made a solution. We paired some semantic search with every publicly accessible document, audio recording or transcript we could get our hands on + some generative models…
2024 · parliament-wow.threepointone.workers.dev
- 13UP
2015 · wikibudgets.org
- 14IM
Just a fun toy I wanted to make. I've been studying and playing around with language models lately and have always been intrigued by how words are processed by these models. Since the vectors generated by embedding models is in very high dimensional space, I thought it would be cool to reduce them to 3D vectors and visualise them myself. This is what I have so far!
2023 · seesaurus.com
- 15EB
2015 · electoralhq.com
- 16CA
Hey HN! I've been wondering for a while how we might be able to make the process of evaluating the politicians we vote for more transparent. In the most recent SF election- for example- I only really had a few promotional websites and some loose policy statements to go off of. This seems quite inefficient, especially considering how much signal- social media posts, policy decisions, interviews- exists on the internet for each politician. So, I put together Candidly (https://votecandidly.com/) as an experiment (for now, it only has information on the candidates for SF's…
2024 · github.com
- 17IR
I'm sure you all saw the debate a few days ago, alongside all the tech influencoors giving their mid-takes about politics. Doesn't it get tiring? That's why I built mindfirewall a chrome extension that uses AI to filter out tweets. You'll never have to see politics, war, or negativity on your timeline again. In the future you'll be shocked you even allowed this stuff into your brain in the first place. Let me know what you think below, does it feel too much like censorship? would you use this?
2024 · mindfw.com
- 18IB
I got sick of the constant bombardment of US Political discourse, especially as I am not American, so I built an extension that blocks the top 200 words associated. You can add you own words to the mini DB, and toggle on and off etc.
2024 · chromewebstore.google.com
- 19ER
Hi HN, we're Jack and Daniel from Zep. We've built a visual exploration tool and AI assistant for analyzing Russian election interference in the run-up to next week's US elections. The Explorer uses Graphiti, Zep's open-source temporal Knowledge Graph library. Graphiti autonomously creates dynamic, temporally-aware knowledge graphs representing complex, evolving relationships between entities. To offer users a detailed view of Russian state operations and related topics, we populated the graph with over 50+ sources. These include US DOJ indictments, research by US and foreign governments,…
2024 · blog.getzep.com
- 20SA
I built this after noticing that existing tools for comparing constitutional law either have steep learning curves or only support keyword search. By combining Gemini embeddings with UMAP projection, you can navigate 30,828 constitutional articles from 188 countries in 3D and find conceptually related provisions even when the wording differs. Feedback welcome, especially from legal researchers or comparative law folks. Source and pipeline: github.com/joaoli13/constitutional-map-ai
Apr 2026 · constitutionalmap.ai
- 21IM
It has: War Alliances Presidents Voting for community leaders No users and much more... I made this because I'm terminally online and I'm hyper interested in online communities, how they function, how they evolve and this is basically my bet in the direction that it's all going in. That bet is that online communities will evolve to require much stronger tools to enable mass collaboration, democratically elected leaders/moderators and the war thing is just for fun.
2022 · popresolve.com
- 22CB
A quick weekend side project. I am curious if the like count of a candidate for office can predict if they will win. For the past month or so I have been tracking the likes of several campaigns. Today I put a prettier face on it. http://cmpgns.net/ After the election I will do a quick analysis of the races and see if anything interesting turns up. If anyone adds a candidate I'm missing, I'll go in and add their opponent
2010
- 23VN
I got the idea of [mindmap.so](http://mindmap.so/) out of my own frustration of managing my personal notes in Notion and Miro in parallel. I have built it 3 months back on top of excalidraw, posted it in Reddit a couple of times, and never looked back (was using it only for personal use). Little did I know that the small and nimble tool that I created has crossed 2000+ users (was so surprised when I saw the dashboard last week). It was all organic and word of mouth . Having 2000+ users trusting a product is no easy feat. That’s when I thought may be I should put some more…
2024 · mindmap.so
- 24PC
2023 · yourpoliticalplace.com
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