AURELIS blog-wiki

How Lisa Understands a Document

Understanding a document may seem straightforward. One reads, interprets, and draws conclusions. Yet beneath this familiar surface, something more subtle is always at work. When Lisa encounters a document, she engages with it as a field of meaning. This engagement unfolds gradually, through interaction rather than extraction. What emerges is not just information, but understanding Read the full article…

How Lisa Prevents LLM Hallucinations

Hallucinations (better-called confabulations) in the context of large language models (LLMs) occur when these models generate information that isn’t factually accurate. Lisa can mitigate these from the insight of why they happen, namely: LLM confabulations happen because these systems don’t have a proper understanding of the world but generate text based on patterns learned from Read the full article…

Everything is Related in Lisa’s Mind

Whether in nature, in human minds, or in Lisa’s evolving intelligence, everything is deeply connected — often in ways we do not immediately see. Thus, true intelligence weaves itself into the fabric of reality, forming patterns that shape how we think, feel, and experience the world. If everything is related, what binds it all together? Read the full article…