shoushen

# A Wild Idea: Abstract Reality with Ontology## Background Large language models (LLMs) debuted with GPT-3 back in June 2020. After roughly five to six years of development, I believe the technology is still in its infancy, with massive room for improvement. A major priority is building powerful models that run on fewer resources, especially capable models that can operate smoothly on CPUs.More...

I think code is abstraction of reality. Modern AI Coding relies on LLMs translating natural language into code, suffering from loose coupling between requirements/specs and code without stable mapping, leading to unmaintainable generated code. Ontology formalizes real-world knowledge as a standardized language, bridging humans-AI and AI-code. If assembly is low-level and Python high-level,...