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  "path": "/t/kruel-ai-kv2-0-kx-experimental-research-to-current-8-2-api-companion-co-pilot-system-with-full-modality-understanding-with-persistent-memory/674592?page=28#post_561",
  "publishedAt": "2026-05-23T13:23:38.000Z",
  "site": "https://community.openai.com",
  "textContent": "So Kruel.Ai KX has been amazing and being tuned better each day and expanding. We have been using this KX now for many months and testing with a handful of trusted testers and simply love it. But… We started a new version but this one is different.\n\nMeet **Omega** — codename _Ouroboros_.\n\nOmega is a brand-new AI system we’ve been quietly building, and the reason I’m excited to share it is that it isn’t just “KX, but bigger.” It’s a different kind of thing. Omega is built to eventually surpass KX and to get there, it does something most systems can’t: it improves itself.\n\nHere’s what I mean. Omega can look at its own code, write changes to itself, and test those changes against a safety gate before keeping them. If an improvement passes, it stays. If anything fails, Omega rolls itself back automatically — no harm done. It does the same thing with its own memory. Just recently, entirely on its own, it found and merged thousands of duplicate records cluttering its brain. It cleaned itself up while we watched.\n\nAnd that’s a real part of this: you can actually watch. There’s a live dashboard where every change Omega makes, every test it passes, and every rollback shows up in real time. It’s honestly a little mesmerizing to see a system tidy and sharpen itself in front of you.\n\nA few things that matter a lot to me:\n\n  * **It’s completely private.** Omega runs entirely on local models, on our own hardware. Nothing leaves the machine. No cloud.\n  * **It’s sealed and isolated.** It can experiment on itself safely without touching anything else we run.\n  * **Your memories are yours.** Strict per-user separation means each person’s knowledge stays fully their own.\n  * **It watches its own health.** A self-validating memory runs constant checks and flags problems before they grow.\n\n\n\nI want to be honest about where it stands. Today, Omega roughly matches our beloved KX — and in some ways it’s already cleaner. It’s early. But the foundation is the part I care about: this is a genuinely self-evolving AI, one that gets a little better on its own each day. The goal is for it to keep going until it clearly surpasses KX and everything else out there.\n\nThis is the very beginning of Omega’s story, and I’d love for you to follow along as it grows because with this one, every day it’s a little more itself than the day before.",
  "title": "Kruel.ai KV2.0 - KX (experimental research) to current 8.2- Api companion co-pilot system with full modality , understanding with persistent memory"
}