Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM

Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM interview questions prepared by the author. Under normal circumstances...

November 30, 2025 · 1 min read

Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM
Figure 1 / source image

Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM interview questions prepared by the author. Under normal circumstances, you need to understand the meaning of the interview questions, read the answers, and then look for information. Students who have gone through the interview questions know that after this set of operations, you will not be able to solve it in a week. ok, this is my current method, all operations are completed in NotebookLM:

  • Import this interview question pdf in NotebookLM
  • Select the pdf and generate it in sequence. Mind map: allows me to understand the content and directory more quickly; Infographic: allows me to quickly establish an intuitive picture of the information in one picture; 3 Flashcards: Similar to quick questions and answers, allowing me to have deep memory points. 4 Quiz: Allowing me to understand the questions and answers more deeply through interactive testing. 5 Presentation: Allowing me to review all the content multiple times. All the required materials can be completed in 5 minutes. These can enable me to learn new knowledge quickly, accurately and in an unburdened way through reinforcement learning, similar to providing me with 4 to 5 experts at the same time.
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FORMATTOPICCAPABILITYMARKETcoverscoverssignalsFORMATlongform noteTOPICmemoryTOPICtoolingCAPABILITYtechnical writing
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-memory["memory"]
  topic-tooling["tooling"]
  capability-technical-writing["technical writing"]
  format-long_post -->|covers| topic-memory
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-technical-writing

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Essay structure map

Built from summary and key paragraph positions

Live demonstration using the latest AI tools to assist in learning difficult content!...THESISLive demonstrationusing the latest AItools to assist inlearning difficultSIGNALLive demonstrationusing the latest AItools to assist inlearning difficultOPERATOR1. Import thisinterview question pdfin NotebookLMIMPLICATION2. Select the pdf andgenerate it insequence. Mind map:allows me to
Mermaid outline
flowchart LR
  thesis["Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM inte..."]
  signal["Live demonstration using the latest AI tools to assist in learning difficult content! These are 50 LLM inte..."]
  operator["1. Import this interview question pdf in NotebookLM"]
  implication["2. Select the pdf and generate it in sequence. Mind map: allows me to understand the content and directory..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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