Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@Greta0086 The effect of the reprint is very good. Gemini3 has greatly improved in reas...

@Greta0086 The effect of the reprint is very good. Gemini3 has greatly improved in reasoning, coding and front-end aesthetics, including Chinese. It is said that it has also dis...

November 23, 2025 · 1 min read

@Greta0086 The effect of the reprint is very good.

Gemini3 has greatly improved in reasoning, coding and front-end aesthetics, including Chinese.

It is said that it has also distilled a lot of Chinese corpus.

Coupled with 1 million contexts, the overall comprehensive ability is really strong.

The key is that it is cheaper than Claude (๑˃̵ᴗ˂̵)👍

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Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICmemory
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-memory["memory"]
  format-thread -->|covers| topic-memory

Visual structure

Essay structure map

Built from summary and key paragraph positions

@Greta0086 The effect of the reprint is very good. Gemini3 has greatly improved in re...THESIS@Greta0086 The effectof the reprint is verygood. Gemini3 hasgreatly improved inSIGNAL@Greta0086 The effectof the reprint is verygood.OPERATORIt is said that it hasalso distilled a lotof Chinese corpus.IMPLICATIONThe key is that it ischeaper than Claude(๑˃̵ᴗ˂̵)👍
Mermaid outline
flowchart LR
  thesis["@Greta0086 The effect of the reprint is very good. Gemini3 has greatly improved in reasoning, coding and fr..."]
  signal["@Greta0086 The effect of the reprint is very good."]
  operator["It is said that it has also distilled a lot of Chinese corpus."]
  implication["The key is that it is cheaper than Claude (๑˃̵ᴗ˂̵)👍"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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