Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Those who will greatly benefit from AI in the future, love records and write things, can become the corpus of AI to reverse support more and higher-dimensional output.

Those who will greatly benefit from AI in the future, love records and write things, can become the corpus of AI to reverse support more and higher-dimensional output. The🤔 out...

May 18, 2026 · 1 min read

Those who will greatly benefit from AI in the future, love records and write things, can become the corpus of AI to reverse support more and higher-dimensional output.

The🤔 output is thinking with constraints and corrections.

Simply thinking in the mind has limited value and is relatively limited.

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATshort signalTOPICharness engineeringCAPABILITYharness engineering
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-harness-engineering["harness engineering"]
  capability-harness-engineering["harness engineering"]
  format-short_note -->|covers| topic-harness-engineering
  format-short_note -->|signals| capability-harness-engineering

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Built from summary and key paragraph positions

Those who will greatly benefit from AI in the future, love records and write things,...THESISThose who will greatlybenefit from AI in thefuture, love recordsand write things, canSIGNALThose who will greatlybenefit from AI in thefuture, love recordsand write things, canOPERATORThe🤔 output isthinking withconstraints andcorrections.IMPLICATIONSimply thinking in themind has limited valueand is relativelylimited.
Mermaid outline
flowchart LR
  thesis["Those who will greatly benefit from AI in the future, love records and write things, can become the corpus..."]
  signal["Those who will greatly benefit from AI in the future, love records and write things, can become the corpus..."]
  operator["The🤔 output is thinking with constraints and corrections."]
  implication["Simply thinking in the mind has limited value and is relatively limited."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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