AI, Accessibility, and Learning
Large language models sit in an unusually double-edged position for disabled learners. The same technology that can turn a dense PDF into plain language on request, or generate live text suggestions for someone who…
Artificial Intelligence
Technical foundations, capabilities, and limitations of modern AI systems.
Running Agentic LLM Workflows Locally: Ollama vs a VS Code Agent Extension
Two quite different decisions get bundled together whenever someone asks "should I run my AI coding agent locally": which model runs the reasoning, and which harness turns that reasoning into edited files, executed…
Explaining What Language Models Do: Methods and Their Limits
"Explainable AI" for large language models covers two genuinely different problems that get run together in casual usage. One is using an LLM as an explanation-generation tool for some other system — asking a language…