Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@TaNGSoFT agrees. It’s really not necessary. AI can customize reading materials accordi...

@TaNGSoFT agrees. It’s really not necessary. AI can customize reading materials according to each person’s actual situation. But there is a potential impact that I am not sure a...

August 9, 2025 · 1 min read

@TaNGSoFT agrees.

It’s really not necessary.

AI can customize reading materials according to each person’s actual situation.

But there is a potential impact that I am not sure about yet: will the brain lose its ability to read for a long time?

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Article argument map

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

Visual structure

Essay structure map

Built from summary and key paragraph positions

@TaNGSoFT agrees. It’s really not necessary. AI can customize reading materials accor...THESIS@TaNGSoFT agrees. It’sreally not necessary.AI can customizereading materialsSIGNAL@TaNGSoFT agrees.OPERATORAI can customizereading materialsaccording to eachperson’s actualIMPLICATIONBut there is apotential impact thatI am not sure aboutyet: will the brain
Mermaid outline
flowchart LR
  thesis["@TaNGSoFT agrees. It’s really not necessary. AI can customize reading materials according to each person’s..."]
  signal["@TaNGSoFT agrees."]
  operator["AI can customize reading materials according to each person’s actual situation."]
  implication["But there is a potential impact that I am not sure about yet: will the brain lose its ability to read for a..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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