Lena AI

AI for Semantic Intent

Expert AI that complements language-to-language paradigm transitions when deterministic transformation alone is not enough. With SPP, it interprets language-specific concepts and provides rationale-backed proposals alongside CSKernel™, Lispex, and Lena Code.

About

Lena AI does not replace the deterministic core. While CSKernel™ handles language-independent semantic structure and Lispex provides the common surface layer, Lena AI complements non-deterministic transition points involving concepts such as lifetimes, type classes, and metaprogramming.

Features

  • Semantic Paradigm Projection (SPP) technology
  • Complement layer for non-deterministic transitions
  • Equivalent-structure proposals for language-specific concepts
  • Marks uncertainty and keeps trace-based rationale

Related Layers

CSKernel™ - Language-independent semantic core
Lispex - Core surface language of Lena Code
Lena AI - AI layer for non-deterministic transitions
Lena Code - M:N transformation system connecting Lispex, CSKernel™, and Lena AI