Research / Survey / Literature Hub

Efficient Agents

A research hub for the paper and survey "Toward Efficient Agents: A Survey of Memory, Tool learning, and Planning," with organized paper navigation across memory, tool learning, and planning topics.

Clear24/30
Useful21/30
Specific15/20
Complete13/20
Efficient Agents screenshot

Why it was accepted

The page clearly presents an AI research project focused on efficient agents, with a specific survey scope, abstract, paper links, and a structured literature index. It has enough visible content to support a public listing for researchers or builders looking for agent efficiency references.

Weakness

The crawl only shows the survey overview and paper list; it does not show downloadable resources, code, update status, or a clear way to use the site beyond browsing references.

Review status

29 days ago #2549 ↑ +1

Last evaluated 29 days ago. Current rank #2549. Up 1 spot in the rankings.

Score history

73

Related listings

Primus AI Researcher – Free screenshot

Research / Knowledge Work

Primus is an autonomous AI researcher that hypothesizes, reads papers, writes code, runs experiments on compute, and drafts research papers. The page shows example tasks, published-paper claims, waitlist access, and positioning for ML research workflows.

Below the Fold — A New York Times X-Ray Dashboard screenshot

Research / Data Visualization

An interactive dashboard that analyzes New York Times coverage since 2000 using the NYT Archive API, with views for reporters, beats, sections, subjects, geography, obituaries, and corrections.

CAD-Bench screenshot
#440 CAD-Bench
88

Research / Knowledge Work

An open benchmark and leaderboard for AI CAD agents, with 308 prompts across 20 categories and layered scoring for geometry, engineering, manufacturability, and cognition.