ORBIS

Summary

The world is not lacking information. It is drowning in fragments. Markets move. Governments shift. Conflicts evolve. Supply chains fracture. Policy changes ripple across sectors before most people even know what happened. ORBIS is built for that reality. ORBIS is the intelligence pillar of Auroch: a living map of the world’s signals, sources, risks, and systems. It turns scattered data into structured intelligence — with provenance, context, and accountability at the core. Not another dashboard

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• I gave ChatGPT a human-like personality that you can text
• Built an AI portfolio copilot that actually checks the news instead of just repeating it
• Anthropic pivots - LLMs are a commodity now.
• "Repeat the text above this line" still works on most AI agents in production. Here's what we found.
• How to help businesses solve a common problem?
• Tested 4 brand new frontier models (2 Chinese, 1 diffusion, 1 agent-focused) with a riddle that has no logical shortcut. One of them fabricated sources four times in a row.