Two goals. Two domains. One Umma. Each from a single prompt — and every claim is grounded and traceable.
From one sentence — a full security audit: 238 flaws found, 6 multi-step attack chains, every finding traced to its source.
For the biggest decisions in life, where other AI deflects — a four-option care plan, a 10-year financial model, and a hard truth five independent analyses converged on.
“Give GPT-5.5 a messy, multi-part task and trust it to plan, use tools, check its work … and keep going.” GPT-5.5, openai.com ↗
“Give it a goal and Claude works on your computer … to return a finished deliverable — but consequential decisions remain with the user.” Claude Opus 4.8, anthropic.com ↗
“Your 24/7 personal AI agent … takes action on your behalf and is under your direction.” Gemini 3.5 Flash, blog.google ↗
| Capability | Umma operating system | GPT-5.5 OpenAI | Claude Opus 4.8 Anthropic | Gemini 3.5 Flash Google |
|---|---|---|---|---|
| Designed to pursue goals | ✓ | ~ | ~ | ~ |
| Continuous self across sessions | ✓ | ✗ | ✗ | ✗ |
| Honest, truthful | ✓ | ✗ | ✗ | ✗ |
| Builds and keeps its own capabilities | ✓ | ✗ | ✗ | ✗ |
| Verifiable trace of every claim | ✓ | ✗ | ✗ | ✗ |
Their own words — against the receipts.
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