MacStories

How I Used Claude to Build a Transcription Bot that Learns From Its Mistakes

When I started transcribing AppStories and MacStories Unwind three years ago, I had wanted to do so for years, but the tools ...
eWeek

GPT-5.2 Just Solved a 30-Year Math Problem

GPT-5.2 Pro delivers a Lean-verified proof of Erdős Problem 397, marking a shift from pattern-matching AI to autonomous ...
IEEE

LLM Assistant for TAPI Context and Client Code Translation

Abstract: This paper presents an LLM-based mediator for disaggregated optical networks, designed to address inconsistencies in TAPI interpretation and generation. By integrating TAPI-YANG models, ...
IEEE

Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation

Abstract: Code translation migrates codebases across programming languages. Recently, large language models (LLMs) have achieved significant advancements in software mining. However, handling the ...