# Paper Insights

status: seed

这个文件沉淀论文阅读后的研究判断。单篇论文放在 `papers/items/`，这里记录跨论文的趋势和结论。

## Current Snapshot

- date:
- scope:
- papers reviewed:

## Strong Signals

-

## Weak or Unproven Claims

-

## Mature Directions

-

## Emerging Directions

-

## Experiment Candidates

| Idea | Related Papers | Metric | Notes |
| --- | --- | --- | --- |
| _TBD_ | _TBD_ | _TBD_ | _TBD_ |

## Links Back to Knowledge Base

- docs to update:
- experiments to create:
- projects affected:
- job skills connected: