read a photo of handwriting
→
how computers see images
wrote a plan
→
reasoning
generated text and code
→
how LLMs & neural networks work
knew how to build a web app
→
how an LLM is trained
used tools: files, browser, web
→
rules vs. learning · tool use
got something wrong
→
hallucination
checked facts against sources
→
trust and verification
split the work among sub-agents
→
multi-agent systems
published to the web on its own
→
autonomy, safety, responsibility