8 posts
I was reviewing the latest AI infrastructure deployments last month when OriginTrail's June 2026 announcement caught my attention. After four years of development across multiple versions, the Decentralized Knowledge Graph reached its V10 mainnet milestone. This wasn't just anoth
A year ago, I tried to verify a technical claim about blockchain consensus mechanisms using an AI chatbot. It confidently explained a "proof of stake" variant that didn't exist, complete with fictional academic citations. When I pointed out the error, it apologized and hallucinat
A few months ago, I asked ChatGPT to verify a claim about a blockchain project's funding history. It confidently cited figures that turned out to be completely wrong—hallucinated from training data that didn't distinguish between announced partnerships and actual deployments. The
The email landed in my inbox during a routine Tuesday morning coffee review, and I nearly choked on my latte. OriginTrail—already making waves with their Decentralized Knowledge Graph for supply chain and manufacturing—had quietly joined the ELSA initiative, Europe's most ambitio
I've been using Obsidian for knowledge management since 2022, watching it evolve from a niche tool into the preferred second brain for researchers, writers, and developers. When OriginTrail announced their Obsidian Plugin MVP in May 2026, it created an immediate bridge between pe
I've spent years watching data transform from static files into dynamic assets, but nothing quite prepared me for the simplicity of OriginTrail's Graphify. In May 2026, this Polkadot-based project launched a tool that converts entire folders of documents into queryable knowledge
I have lost count of how many AI product demos feel persuasive right up until you ask a basic question: where did that answer come from? That is the quiet weakness underneath a lot of today’s AI stack. OriginTrail’s DKG V6.1 update matters because it is trying to make provenance,
OriginTrail decentralized knowledge graph has surpassed 2 billion knowledge assets The artificial intelligence revolution has a data problem. Large language models are trained on vast corpora of internet text, but they lack the structured, verifiable knowledge that would make the
