Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@xiubing567 There is an article on Claude's official website saying that the model has a certain degree of

@xiubing567 There is an article on Claude's official website saying that the model has a certain degree of anthropomorphism and real thinking, and this is not something...

November 23, 2025 · 1 min read

@xiubing567 There is an article on Claude's official website saying that the model has a certain degree of anthropomorphism and real thinking, and this is not something they can train.

They only achieve different anthropomorphisms by changing different training data.

The specific reason is not clear yet.

There should be some correlation with this.

Oh, by the way, have you tried the latest Gemini3?

Is there any improvement in your case?

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

@xiubing567 There is an article on Claude's official website saying that the model ha...THESIS@xiubing567 There isan article on Claude'sofficial websitesaying that the modelSIGNAL@xiubing567 There isan article on Claude'sofficial websitesaying that the modelOPERATORThere should be somecorrelation with this.IMPLICATIONIs there anyimprovement in yourcase?
Mermaid outline
flowchart LR
  thesis["@xiubing567 There is an article on Claude's official website saying that the model has a certain degree of..."]
  signal["@xiubing567 There is an article on Claude's official website saying that the model has a certain degree of..."]
  operator["There should be some correlation with this."]
  implication["Is there any improvement in your case?"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post