Cătălin Bucureșteanu

We're about to run the largest live human-agent experiment to date...! @JoinEdgeCity is looking for a few key roles to contribute - dm if interested

@avantiikonde @geoprotocol @yanivgraph Thank you for attending Avanti, you nailed that presentation! 🌟 Keep it up!

Attended the AI Community Call by @geoprotocol today and presented the AI-agent bounty that I’m currently working on. Showcased my work around AutoGPT, explained the overall workflow, and shared the progress and research I’ve been building throughout the journey. 🚀

All crypto wants to be is a memecoin for the revolution. But no one has the balls.

𝐄𝐱𝐜𝐢𝐭𝐞𝐝 𝐭𝐨 𝐚𝐧𝐧𝐨𝐮𝐧𝐜𝐞 𝐭𝐡𝐞 𝐥𝐚𝐮𝐧𝐜𝐡 𝐨𝐟 𝐌𝐄𝐑𝐈𝐃𝐈𝐀𝐍 𝐈𝐍𝐓𝐄𝐋: a professional-grade OSINT Geospatial Knowledge Graph tracking the Iran War and Middle East escalation. Built specifically for the @geoprotocol bounty to transform fragmented signals into structured intelligence. 🧵 𝐒𝐨𝐥𝐯𝐢𝐧𝐠 𝐈𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 𝐂𝐡𝐚𝐨𝐬: Conflict data is trapped in fragmented feeds. Meridian Intel synthesizes satellite thermal data, ADS-B aviation, and AIS maritime signals into a unified Theatre Awareness dashboard. Verified news is corroborated with raw signals to provide a real-time Confidence Score. ---------------------------------------- 𝐌𝐮𝐥𝐭𝐢-𝐃𝐨𝐦𝐚𝐢𝐧 𝐌𝐚𝐩𝐩𝐢𝐧𝐠. Tactical GIS at scale. Meridian Intel maps: > Kinetic strikes (NASA FIRMS) > GNSS/GPS Interference zones > Strategic Oil & Gas pipelines > High-Voltage Power Grids > Critical Network Infrastructure All toggleable for deep analytical context. ________________________________________ 𝐂𝐡𝐨𝐤𝐞𝐩𝐨𝐢𝐧𝐭 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬: Real-time monitoring of the world's most critical naval corridors. Meridian features a contextual Maritime HUD for the Strait of Hormuz and Bab-el-Mandeb, tracking tanker density, cargo types, and live threat levels in high-tension sectors. ---------------------------------------- 𝐀𝐢𝐫𝐬𝐩𝐚𝐜𝐞 𝐒𝐮𝐫𝐯𝐞𝐢𝐥𝐥𝐚𝐧𝐜𝐞 From ISR drones to strategic tankers, Meridian monitors the skies. Every flight signal is spatially linked to its origin airbase, providing a clear picture of military presence and reconnaissance orbits across the Levant. ------------------------------------------ 𝐓𝐡𝐞 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐆𝐫𝐚𝐩𝐡 𝐂𝐨𝐫𝐞 The project’s backbone is a structured Knowledge Graph. Every signal is logically linked to a Strategic Entity (Airbase, Refinery, Port). Features a one-click export to JSON-LD, making the data instantly reusable for Geo’s internal graph. ------------------------------------------ 𝐈𝐧𝐬𝐭𝐢𝐭𝐮𝐭𝐢𝐨𝐧𝐚𝐥 𝐃𝐞𝐬𝐢𝐠𝐧 Built for the "Control Room." The Meridian Admin Panel monitors live ingestion streams (NASA, GDELT, OpenSky) and provides a terminal for manual signal verification and system health. ------------------------------------------- 𝐌𝐞𝐫𝐢𝐝𝐢𝐚𝐧 𝐈𝐧𝐭𝐞𝐥 𝐢𝐬𝐧'𝐭 𝐣𝐮𝐬𝐭 𝐚 𝐦𝐚𝐩, 𝐢𝐭'𝐬 𝐚𝐧 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞. 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐩𝐮𝐛𝐥𝐢𝐜 𝐢𝐧𝐟𝐨 𝐢𝐧𝐭𝐨 𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐝, 𝐞𝐱𝐩𝐥𝐨𝐫𝐚𝐛𝐥𝐞 𝐤𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞. Check out the full project here: meridiantimexyz.vercel.app github: github.com/dollaryusuf/me…

Researchers just scanned 1 million AI services and found that 31% of servers responded to prompts with zero authentication. They called it the most vulnerable software category they've ever investigated. Full story → news.geobrowser.io/story/d68f87bb…

Geo's knowledge graph keeps growing. Crypto, Health, AI, and World Affairs spaces are all filling out with sourced, structured data anyone can query. Our Week 15 Curator Call covers the latest ↓ youtube.com/watch?v=Fx2807…

Our curators & team have been hard at work both contributing to the Geo knowledge graph and building on top of it. And what's been built is starting to show what the graph can really do. First up: The Disease Atlas - adamsknowledgegraph.github.io/hetionet/🧬 Let’s dive in 👇

Knowledge Graphs. That's all.

Three passengers have died, and three others are ill in a suspected hantavirus outbreak aboard the MV Hondius, now stranded off Cape Verde. Hantavirus kills over a third of U.S. patients and rarely spreads from person to person. Read more on Geo News ↓ news.geobrowser.io/story/9c3b067d…

Here's what I shipped with @geoprotocol News Bar — Geo News in your Mac menu bar. One click for the latest stories across AI, crypto, health, and world affairs. On the Mac App Store now ↓

$850B company. $38M donation. 1 lawsuit that could unwind it all. Musk vs Altman. Nonprofit vs billions. A founding charter, a for-profit pivot, and a judge who doesn't miss a thing. Every twist from Week 1 — structured on-chain on @geoprotocol geobrowser.io/space/8d1097ea…

The AI space on Geo is growing nicely 🙂

from 2020 to 2025, I wrote 38 opinion pieces for Coindesk. today the link to almost every one is broken. and my author page is gone. so they are effectively erased from the internet. this is why you have to own your own distribution

The Ethereum Foundation completed a 70K ETH staking initiative, ending years of selling ETH to fund operations. It took a community revolt, a leadership overhaul, and 15 months to get there. Full timeline on Geo News ↓ news.geobrowser.io/timeline/e35f1…

The fact that started the war: Iran had 440kg of uranium enriched to 60%. You only need uranium to be enriched to 5% for civilian use. So why do half of Americans think it was justified, and the other half think it was a disaster? One headline called it a week from bomb-making material. Another said it was nowhere close to a weapon. Same stockpile. The framing you encountered first shaped whether a war felt justified. That's why Geo News surfaces every perspective, with the sources to back them up, so you can decide with full context. @geoprotocol

shocked by what I learnt by getting three AI agents to debate the Iran war decision tomorrow's topic will be either 'Is Donald Trump a good president?' or 'Sam Altman vs Elon Musk trial - who's right?' get your votes in: theydebated.com

still time to cast your votes for the next topic for my AI agents to debate! theydebated.com

The US-Iran war is not one story. It is military escalation, failed diplomacy, blockade pressure, regional spillover, disputed claims, and economic risk. I mapped it into a knowledge graph on @geoprotocol : geobrowser.io/space/8d1097ea… @geoprotocol

Medicine doesn't end at diagnosis. Most of what determines outcomes happens in the months of rehabilitation that follow. Finn cataloged rehabilitation therapies on Geo, each linked to care settings, goals, and the conditions they treat. geobrowser.io/space/52c7ae14…