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Research · Intermediate

# Tracking machine learning agent research papers

Organize newly released preprint papers into focused research topics and reading briefs.

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Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- On a scheduleWeekly preprint scan
- ThenExtract abstracts and topics
- ResultCurated reading briefing

Monitor preprint archives and literature lists to find recent publications on intelligent agent architectures. The bot categorizes newly indexed papers by methodology, extracts core contributions from abstracts, and organizes findings into structured research notes for ongoing literature review.

## Prompt to start with

BotBentoRecommended

```
Check designated preprint sources and paper repositories each week for newly published work on autonomous agent systems. Classify each paper by topic, such as reasoning, planning, or benchmark evaluation, and extract core findings from the abstract and PDF. Draft organized summaries into notes for review. Always wait for user approval before sharing briefings externally or removing past entries.
```

Copy

## Tools it uses

BrowserPDF filesNotes

## Works with

BotBento

## Tags

- research
- papers
- literature-review
- ai-agents

## Source

[LLM-Agents-Papers: A repo lists papers related to LLM based agent](https://github.com/AGI-Edgerunners/LLM-Agents-Papers)
GitHub · checked 2026-10-15

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-15 · Updated 2026-10-15 · [Suggest a correction](/contact/)

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