TWThomas Weitzelinemria.com·Mar 7, 2025 · 32 min readITIL-Based Current State Assessment GuideThis guide provides a step-by-step methodology to assess the current state of IT service management using ITIL best practices as a benchmark. The focus is on evaluating key ITIL processes, how well existing ITSM tools support those processes, the for...00
TWThomas Weitzelinemria.com·Mar 7, 2025 · 12 min readAutomated Ontology Mining from LLMsLarge Language Models (LLMs) are increasingly used to automate ontology mining – extracting structured knowledge (entities, relations, hierarchies) from text – and to generate knowledge graphs (KGs). Recent research spans general frameworks to domain...00
TWThomas Weitzelinemria.com·Feb 27, 2025 · 7 min readLexical and Syntactic SimplificationLexical simplification focuses on replacing complex words with simpler, more common alternatives without changing the meaning (ar5iv.org). For example, a term like “endeavor” might be replaced with “try” to enhance readability. Traditional approache...00
TWThomas Weitzelinemria.com·Feb 27, 2025 · 17 min read9: Future Research Directions**Introduction As artificial intelligence continues to advance, models like Latent Program Networks (LPNs), Large Language Models (LLMs), and hybrid AI architectures are pushing the boundaries of program synthesis, reasoning, and creativity. However, s...00
TWThomas Weitzelinemria.com·Feb 27, 2025 · 14 min read8: Creativity and AI LimitationsIntroduction One of the most debated aspects of artificial intelligence (AI) is creativity—the ability to generate novel, original, and meaningful solutions beyond memorization and pattern recognition. While AI models like Latent Program Networks (LP...00