Working Notes on Agent Systems/Brad Zhang

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@skywt2003 The main problem is sincere thinking. The traffic is getting smaller and sma...

@skywt2003 The main problem is sincere thinking. The traffic is getting smaller and smaller, and the platform algorithm is also encouraging the spread of short, flat, and fast c...

December 26, 2025 · 1 min read

@skywt2003 The main problem is sincere thinking.

The traffic is getting smaller and smaller, and the platform algorithm is also encouraging the spread of short, flat, and fast content that stimulates dopamine, things that make people excited, and finally form path dependence.

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FORMATTOPICCAPABILITYMARKETcoverscoverssignalsFORMATthread digestTOPICtechnical distributionTOPICretrievalCAPABILITYtechnical distribution
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-technical-distribution["technical distribution"]
  topic-retrieval["retrieval"]
  capability-technical-distribution["technical distribution"]
  format-thread -->|covers| topic-technical-distribution
  format-thread -->|covers| topic-retrieval
  format-thread -->|signals| capability-technical-distribution

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Built from summary and key paragraph positions

@skywt2003 The main problem is sincere thinking. The traffic is getting smaller and s...THESIS@skywt2003 The mainproblem is sincerethinking. The trafficis getting smaller andSIGNAL@skywt2003 The mainproblem is sincerethinking.OPERATORThe traffic is gettingsmaller and smaller,and the platformalgorithm is alsoIMPLICATIONThe traffic is gettingsmaller and smaller,and the platformalgorithm is also
Mermaid outline
flowchart LR
  thesis["@skywt2003 The main problem is sincere thinking. The traffic is getting smaller and smaller, and the platfo..."]
  signal["@skywt2003 The main problem is sincere thinking."]
  operator["The traffic is getting smaller and smaller, and the platform algorithm is also encouraging the spread of sh..."]
  implication["The traffic is getting smaller and smaller, and the platform algorithm is also encouraging the spread of sh..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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