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  4. Classify 1,018 AI research papers

Classify 1,018 AI research papers

Assign each paper one of 24 topics after a cheap summary step.

Classification

Hassan on X

Cost
$0.08 for classification, $3.99 for summaries
Latency
256 ms median end to end per paper
Result
1,018 papers labelled into 24 topics

This is the Jev classification use case the directory is named after: a cheap model writes a short summary, then Jev picks a topic.

Summaries cost $3.99 on Together. Jev classification cost $0.08. Different models for different parts of the workflow.

The site is already live while the Jev labels are still being evaluated against the current ones.

Pipeline

  1. Summarise each paper with DeepSeek V4 Flash
  2. Send title, summary, and 24 topic options to Jev
  3. Use the Jev choice as the paper topic
  4. Publish the index on 1kpapers.com

Builder: Hassan. Stack: jev, deepseek, together.