15 article(s)
A reflection on how AI amplifies execution but not human attention, and why personal growth now depends on focus, depth, and deliberate choice.
A structured, engineer‑focused introduction to the “Foundations and Frontiers of Large Language Models” series — connecting the core principles, architectural breakthroughs, engineering paradigms, and emerging system‑level patterns behind modern LLMs. This preface outlines why the series exists, who it’s for, and how it maps the evolution from statistical NLP to Transformers, from prompting to RAG, from reasoning to agentic systems, and from classical recommenders to LLM‑native paradigms.
A pragmatic guide to using Weka's GUI for quick baseline classification, parsing CSV constraints, and extracting the power of traditional ML models like SMO (SVM).
Deconstructing the physical mechanics of pulse dialing, the linguistic origin of 'dialing', and a childhood experiment in manual hardware hijacking via telephone hook switches.
Deconstructing language learning into a deterministic system. How an NLP engineer and former literature major reframed phonetic, auditory, and structural language acquisition through systemic feedback loops.
A deeply personal retrospective on overcoming a broken 16-year dream, surviving a multi-dimensional life crisis, and the aggressive re-learning sprint that launched my technical career.
A professional retrospective on Will Smith's classic film, exploring the semantic layer of the American Dream and why true tech leadership requires an unyielding willpower.
A semantic and logical analysis of Stanley Milgram's obedience study, exploring how 'simply doing one's job' can inadvertently fuel destructive processes in complex organizations.
A philosophical journey through Robert Frost's classic poem, exploring the modern tech industry's struggle between relentless execution and the divine necessity of replenishment.
A retrospective analysis of Eugene Nida's functional equivalence theory and sociosemiotics, and how these classical translation philosophies mirror modern cross-lingual LLM alignment.
