Published Essays
Web-Integrated Language Models and the Ethical Gray Area of Data Collection
An RFC-style essay on web-integrated LLMs, scraping-like behavior, consent, ownership, infrastructure burden, and the ethics of automated data collection.
Research
Long-form writing on AI systems, web access, and data ethics.
This section collects essays and research-style notes that go deeper than project summaries, with a focus on technical systems and the tradeoffs around how they are used.