Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles. It’s...

@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles. It’s really too low. I guess it’s deliberately to prevent others from using qwen.

April 3, 2026 · 1 min read

@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles.

It’s really too low.

I guess it’s deliberately to prevent others from using qwen.

Visual summary

Article argument map

Generated from the post's content graph

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

@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles. It...THESIS@dongxi_nlp I didn’texpect anthropoc tostart playing dirty inacademic articles.SIGNAL@dongxi_nlp I didn’texpect anthropoc tostart playing dirty inacademic articles.OPERATORIt’s really too low.IMPLICATIONI guess it’sdeliberately toprevent others fromusing qwen.
Mermaid outline
flowchart LR
  thesis["@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles. It’s really too low. I g..."]
  signal["@dongxi_nlp I didn’t expect anthropoc to start playing dirty in academic articles."]
  operator["It’s really too low."]
  implication["I guess it’s deliberately to prevent others from using qwen."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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