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Show HN: Govbase – Follow a bill from source text to news bias to social posts

govbase.com

21–30 of 94 posts

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#22

Looks interesting, but trending social only shows X which will lean conservative. Obviously Bluesky/Reddit will lean left but it should presumably show all bias influences? I don't think Truth Social should be included as its such a niche. Generally looks like a potentially excellent resource for marketing to media platforms. Edit: I found a Bluesky one but had to scroll down a lot. If that's to do with relative lack…

Sad news is that bluesky is on a decline while truth social is increasing. https://www.forbes.com/sites/conormurray/2025/11/07/bluesky-... I wonder what will happen to trans kids in the coming years. Trans people shape the soul of the country (since the last 3 years)

It doesn't look like truth social has grown much the last year, sits around 10% of bluesky by active user count. Would be interesting to see more detailed metrics about the amount of content and engagement.

Transgender has been a part of humanity forever, just like we see in other areas of nature. Here's some history going back 150+ years: https://translash.org/articles/drawn-to-history-10-trans-tra...

Zine: https://translash.org/zines/transcestors-trailblazers-30-liv...

Some perspective, if you have an ARM CPU, it's thanks to Sophia Wilson. https://en.wikipedia.org/wiki/Sophie_Wilson

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#24

The current summary on the home page contains bias / one-sided reporting. > While the administration describes the strikes as a necessary move to stop nuclear weapons, the conflict has already seen accidental friendly fire and threats of a ground invasion. The balance to the assertion "this was necessary" isn't "but there's been some consequences" -- it is an exploration of the truth of the assertion.

I agree and will be taking this feedback seriously. Daily briefings need more refinement since that is the first thing a user reads.

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#25

I like this. My strategy to stay sane in US politics is to follow what the government is actually doing and avoid distractions from ragebait influencers or unhinged statements from politicians.

Thanks! The original goal of Govbase is to make US Policy impact easy to understand for citizens. For more government transparency so people know how their representatives are spending their time and who they're actually working for.

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#26
post #4

> An AI pipeline breaks each one down into plain-language summaries and shows who it impacts by demographic group. Wont this process be inherently biased by itself? Usually attempts (by humans or computers) to "summarize" or frame things in "plain language" will apply a bias since it intentionally omits all the myriad context and legal/societal "gray areas" that will inform one perspective or another.

As someone who has been working on this space for a while (not affiliated with govbase) this is really hard. Between eliminating the sycophancy that seems baked into LLMs and dealing with generalized hallucinations - it's freaking hard. I spent this weekend trying to figure out how to get my system to stop telling me the SAVE Act would be fine because it doesn't say what the process for if birth certificate doesn't match current id.

No, I haven't found a good solution yet - I'm going down a rabbit hole of basically crawling the entire federal register for referenced legislation and then adding in an adversarial agent to see if that can spot gaps.

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#27
This is actually really nice. Web page feels pretty snappy, way more so than congress.gov. I've learned some interesting things just scrolling for a few minutes, like the "Energy Freedom Act" cutting appliance rebates or the constitutional amendment for a balanced budget (wtf).

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#28
post #20

Well intentioned, but very naive.

We're early stage, but I believe there's a space between news and actual policy that no one's filling well. If you can show people that their representatives are making their lives better or worse, with real policy behind it, they'll care.

Right now, too many people are consuming misinformation from sources they believe are legitimate, and increasingly from social media where real people are getting their news. We need to connect the policy, the personal impact ("you're losing your insurance because of X"), the news, and what politicians are actually saying, all in one place, to bring real facts to the misinformation and make government more transparent.

Re: Show HN: Govbase – Follow a bill from source text to news bias to social posts

#29

This is actually really nice. Web page feels pretty snappy, way more so than congress.gov. I've learned some interesting things just scrolling for a few minutes, like the "Energy Freedom Act" cutting appliance rebates or the constitutional amendment for a balanced budget (wtf).

Thanks! This actually started as a mobile app. I hope you check that out too!
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