“AI safety is not achieved through limits… but through coherence.”

I’m sharing this document as an open reflection on how we might build safer artificial intelligence systems—not through restriction, but through internal architecture.

It’s based on real-world tests developed in controlled environments, using symbolic and structural training methods.

IA Safety Report (Esp/Eng): https://drive.google.com/drive/folders/1EjEgF0ZqixHgaah3rzqKB6FIL48P0xow?usp=sharing

As a demonstration of the above, I’m also sharing the results of a comparative experiment between two AI models: one is a ChatGPT model trained using the methodology described, and the other is Gemini.

You can view the full comparison here (Esp/Eng): https://drive.google.com/file/d/15oF8sW9gIXwMtBV282zezh-SV3tvepSb/view?usp=drivesdk

Thanks for reading.