u/Global-Tradition-318

I built an open-source tool that traces public claims back to preserved source evidence

I built an open-source tool that traces public claims back to preserved source evidence

Everyone's an "expert" now, and most claims float around with nothing to back them up. No archive, no provenance, no way to check what was actually said before it got cleaned up or deleted.

So I built ClaimTrace - an open-source engine that lets you take a public claim and walk it back to preserved source evidence. Built it for OSINT analysts, journalists, and researchers, but it's useful for anyone who wants to verify before they amplify.

The point isn't to dunk on people. It's to make "show me where this came from" something you can actually do, repeatedly, with the evidence preserved, instead of relying on a screenshot that may or may not survive.

The protocol engine is documented and structured so you can fork it to build your own implementation or contribute to this one. PRs welcome.

Happy to answer questions on the architecture or where it falls down - it's early, and I'd rather hear what breaks it than hear it's cool.

https://github.com/machinesoul11/ClaimTrace.git

https://preview.redd.it/hy2bcrtwfi2h1.png?width=2940&format=png&auto=webp&s=21ffbf2d6e1375d7061034d6b6a0087be6607f3f

reddit.com
u/Global-Tradition-318 — 2 days ago

So many people are claiming to be something they are not

In a time when everyone claims to be an expert at something to sell people on 'hopeium', I created an open-source tool that allows OSINT analysts, journalists, and researchers, and anyone who might be curious, to trace public claims back to preserved source evidence.

It's called ClaimTrace, and I hope it's the beginning of the end of exaggerated claims going unchecked without public evidence and proper due diligence.

Feel free to build on top of it and make your own protocol engine or contribute to this one to make it better.

https://github.com/machinesoul11/ClaimTrace

u/Global-Tradition-318 — 4 days ago
▲ 1 r/Lenovo

Purchasing a refurbished lenovo reccomendation

Long time apple user, but i'm looking to purchase this lenovo refurbished - Refurbished (Excellent) - Lenovo ThinkPad T490 20N20046US 14" Screen Laptop - 1920 x 1080 - Intel Core i7-8665U - 16GB RAM - 512GB SSD - Glossy Black

I'm going to use it for access to tails os, run Arch Linux instead of Microsoft and other cybersecurity methods.

I've researched the difference between Intel i7 and i5, but I'm not sure if the AI overviews are conflating its capabilities. How does this compare to a macbook air or pro?

reddit.com
u/Global-Tradition-318 — 4 days ago

I SEE A LOT OF PEOPLE saying SOCIAL MEDIA killed hobbies because you should monetize it.

I see a lot of people saying social media has ruined hobbies like learning and art, but honestly, I agree and disagree. As content creators, you're almost forced to monetize because most of us are too broke to enjoy our hobbies.

For example, I love playing the piano and want nothing more than to have my own piano room with my own vintage piano. The cost of that piano is $44,000. Now, do I need it? No, but piano is a passion, and I love the sound a real fine piece of craftsmanship makes. You don't tell a car guy, don't get that vintage car when a Tesla does the 'same job'.

Anyway, I've been forced to create content with me playing the piano in hopes that one day it might pay for my dream piano. Am I wrong for this? I still love playing piano, but hate being a slave to people's attention spans.

What are your thoughts, and do you agree or disagree?

reddit.com
u/Global-Tradition-318 — 6 days ago