iiinova — where your digital self keeps evolving

BenB 🇺🇦 @benborges.xyz · 30/12/2025

on mobile you need to long press to see the flag colors of origin probably a way to make this better on mobile 🤔

BenB 🇺🇦 @benborges.xyz · 05/12/2025

This one is to review spam It's often promotional content or a simple text message about the admin of the channel not bringing any real value to the archive.. If I want to reprocess a particular message I can verify it and send it for reprocessing, for example if it was a false positive etc..

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

Have put a lot at first, 7 revisions of my LLM prompt and adapting it to chain of thoughts and role perspective to better identify and intercept spam before ingestion/archive. I have two audit trails : this one is for reviewing decisions regarding archived message

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

Mockups of about page, not definitive text

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

Mockups of about page, not definitive text

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

Mockups of about page, not definitive text

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

This is a work in progress, it's an osint research tool, tuned to archive public telegram channels, among other things Mockups of about page, not definitive text

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

Pipeline for Data on the left, Infra view on the right

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BenB 🇺🇦 @benborges.xyz · 05/12/2025

I think I have something...btw this is not a mockup #osint

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BenB 🇺🇦 @benborges.xyz · 04/12/2025

This is now a bit more clear and easier to read

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BenB 🇺🇦 @benborges.xyz · 30/11/2025

So now we'll have fully functional data exports : @osintukraine.com context : v2 platform in development

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BenB 🇺🇦 @benborges.xyz · 30/11/2025

Built a audit system yesterday night : the goal is to be able to understand how the local LLM model takes decisions and then teach it to correct course on specific messages, also have a separate "flagged" section for when the LLM is unsure, to be reviewed by a human

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BenB 🇺🇦 @benborges.xyz · 30/11/2025

Example with a JSON feed, with only posts containing videos

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BenB 🇺🇦 @benborges.xyz · 30/11/2025

So anyone will be able to subscribe to the platform using either RSS, ATOM or JSONFEED This means you can search for "drones" and then only see posts about drones, or only drones with videos files right on your inbox or Feed reader @faineg.bsky.social

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BenB 🇺🇦 @benborges.xyz · 29/11/2025

Work in progress, poor #Ollama #LLM overloaded with work 😅

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BenB 🇺🇦 @benborges.xyz · 29/11/2025

#OSINT Intelligence platform, truly a work in progress, call it what @osintukraine.com should have been, if #AI capabilities were available back in 2022. The good news is, all the current archive will be migrated to this new platform !

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BenB 🇺🇦 @benborges.xyz · 29/11/2025

now that @opensanctions.org data is working, I'm working on matching #telegram data against content from outside : news media orgs, substacks etc...

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BenB 🇺🇦 @benborges.xyz · 27/11/2025

Work in progress, find #opensanctions entities, people or orgs in #telegram data , for example this russian propaganda : t.me/olegtsarov/3... @opensanctions.org

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BenB 🇺🇦 @benborges.xyz · 11/11/2025

the v2 of osintukraine.com will be able to let you switch to either Ukraine or Russian telegram content in one click : combined with the filtering system, you'll be able to browse telegram content in a way that simply does not exist out there

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BenB 🇺🇦 @benborges.xyz · 11/11/2025

Now supporting Multiple Media archival from #telegram which I think none of the current media archival solution available out there for free do decently #osint

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BenB 🇺🇦 @benborges.xyz · 11/11/2025

well well well ... @osintukraine.com v2 coming to light left : infrastructure stack right : pipeline processing #osint #ukraine

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BenB 🇺🇦 @benborges.xyz · 09/11/2025

I can basically have built in translation of #telegram content, multi media archived, semantic search, data enrichment from LLM local model, spam detection, duplicate detection..

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BenB 🇺🇦 @benborges.xyz · 16/08/2025

"meeting" between Ukraine/Europe with Trump will be a total failure, Trump will try to infuriate Ukraine (again) and then use the chaos to pretend Ukraine is at fault for not wanting his "Peace" Europe will look like weak and a US lapping dog unless we're ready to climb the ladder and put Trump down