Shenglao’s thinking in this article is very inspiring, “SFT researchers optimize other people’s problems, and RL researchers explore their own problems.”

Shenglao’s thinking in this article is very inspiring, “SFT researchers optimize other people’s problems, and RL researchers explore their own problems.” Whether it is learning or research, RL is like chewing a hard bone.

Only the path you explore step by step with your own hands can be internalized into the brain.

Otherwise, no matter how good the thing is, it will be like a movie.

It is exciting to watch and forgotten after watching it.

Visual summary

Article argument map

Generated from the post's content graph

Mermaid outline

flowchart LR
  format-short_note["short signal"]
  topic-technical-distribution["technical distribution"]
  topic-retrieval["retrieval"]
  format-short_note -->|covers| topic-technical-distribution
  format-short_note -->|covers| topic-retrieval

Visual structure

Essay structure map

Built from summary and key paragraph positions

Mermaid outline

flowchart LR
  thesis["Shenglao’s thinking in this article is very inspiring, “SFT researchers optimize other people’s problems, a..."]
  signal["Shenglao’s thinking in this article is very inspiring, “SFT researchers optimize other people’s problems, a..."]
  operator["Otherwise, no matter how good the thing is, it will be like a movie."]
  implication["It is exciting to watch and forgotten after watching it."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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