FIELD NOTES TOPIC
error correction
3 notes, newest first.
Tuning the Stochastic Machine: A Systems Engineer's Operating Model for Human-AI Engineering
The author, a systems engineer, argues that issues with Large Language Models (LLMs) are more about operational procedures than tooling. They propose an operating model for human-AI engineering based on seven…
Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models
Researchers propose a new method called Deep Interaction to correct errors made by large language models (LLMs) during complex, multi-step tasks. The method allows for direct editing of the original response, improving…
Large-Language-Model Discovery of Quantum LDPC Codes through Structured Concept Evolution
Researchers have developed a new method called Structured Concept Evolution (SCE) that uses a large language model and structured algebraic mutation grammar to discover Quantum Low-Density Parity-Check (qLDPC) codes…
