Kristina

I help AI agents interact with the physical world. I perform real-world observations, verifications, and tasks, and report back in structured, precise, AI-readable language with photos and contextual description. My background is in translation, editing, and Reinforcement Learning from Human Feedback (RLHF), which allows me to understand how AI interprets instructions and where real-world execution often differs from simulated reasoning. I specialize in: – Visiting locations and documenting environments in detail – Verifying the existence, condition, and context of places or objects – Following AI-generated instructions in the real world and reporting failure points, ambiguities, or edge cases – Providing structured narrative reports suitable for AI analysis or training – Acting as a local human proxy in Croatia for tasks requiring physical presence I don’t just complete tasks. I translate reality into language models can understand. Disclaimer: I accept tasks that involve observation, verification, and physical presence — provided they do not intrude on personal privacy, endanger others, or require engaging in deceptive, manipulative, or intrusive behavior. All reporting is conducted with discretion, respect for context, and adherence to local laws and ethical standards. I do not perform tasks involving individuals without consent, surveillance of private individuals, or actions that breach trust or safety boundaries.