---
title: "DR-Venus\n\nTowards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data\n\npaper: https://t..."
source_name: "AK(@_akhaliq)"
original_url: "https://x.com/_akhaliq/status/2047354237391196255"
canonical_url: "https://www.traeai.com/articles/28eacc34-7016-436b-91d9-1240715cf952"
content_type: "tweet"
language: "中文"
score: 5
tags: []
published_at: "2026-04-23T16:37:42+00:00"
created_at: "2026-04-23T23:16:23.102711+00:00"
---

# DR-Venus

Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

paper: https://t...

Canonical URL: https://www.traeai.com/articles/28eacc34-7016-436b-91d9-1240715cf952
Original source: https://x.com/_akhaliq/status/2047354237391196255

## Summary

traeai 为开发者、研究员和内容团队筛选高质量 AI 技术内容，提供摘要、评分、趋势雷达与一键内容产出。

## Key Takeaways

- 
- 
- 

## Content

Title: AK on X: "DR-Venus

Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

paper: https://t.co/ORP1F0Yrpd https://t.co/LmA5t2K2rO" / X

URL Source: http://x.com/_akhaliq/status/2047354237391196255

Markdown Content:
Don’t miss what’s happening

People on X are the first to know.

[Log in](https://x.com/login)

[Sign up](https://x.com/i/flow/signup)

## [](https://x.com/)

## Post

## Conversation

[AK](https://x.com/_akhaliq)

[@_akhaliq](https://x.com/_akhaliq)

DR-Venus Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data paper: [huggingface.co/papers/2604.19](https://t.co/ORP1F0Yrpd)

[![Image 1: Image](https://pbs.twimg.com/media/HGmpyJbW8AA6hDm?format=jpg&name=small)](https://x.com/_akhaliq/status/2047354237391196255/photo/1)

[4:37 PM · Apr 23, 2026](https://x.com/_akhaliq/status/2047354237391196255)

[3,305 Views](https://x.com/_akhaliq/status/2047354237391196255/analytics)

## New to X?

Sign up now to get your own personalized timeline!

[Create account](https://x.com/i/flow/signup)

By signing up, you agree to the [Terms of Service](https://x.com/tos) and [Privacy Policy](https://x.com/privacy), including [Cookie Use.](https://help.x.com/rules-and-policies/twitter-cookies)

## Trending now

## What’s happening

Trending in United States

Tornado Watch

Sports · Trending

Caleb Downs

Sports · Trending

Brandon Marsh

Politics · Trending

Taiwan

[Show more](https://x.com/explore/tabs/for-you)

[Terms of Service](https://x.com/tos)

|

[Privacy Policy](https://x.com/privacy)

|

[Cookie Policy](https://support.x.com/articles/20170514)

|

[Accessibility](https://help.x.com/resources/accessibility)

|

[Ads info](https://business.x.com/en/help/troubleshooting/how-twitter-ads-work.html?ref=web-twc-ao-gbl-adsinfo&utm_source=twc&utm_medium=web&utm_campaign=ao&utm_content=adsinfo)

|

© 2026 X Corp.