AI literature review workspace

Cut your literature review
from weeks to hours.

StateOfArt helps students and researchers find, organize, compare, and synthesize academic papers into a structured state-of-the-art review — without the chaos of 40 tabs and 100 PDFs.

No credit card requiredOpenAlex · Semantic Scholar · arXiv · Crossref · CORELegal open-access only
stateofart.app — Humanoid imitation learning
Search
Library
Compare
Citation graph
Copilot
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
2023 · arXiv · 612 cites
must-read
94
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion
2023 · RSS · 854 cites
relevant
91
Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware
2023 · RSS · 421 cites
relevant
86
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
2022 · CoRL · 1,340 cites
background
78
The problem

Literature reviews are not hard because papers are impossible to find.

They are hard because the process is chaotic: you open 40 tabs, download 100 PDFs, lose track of what you read, miss key references, and end up with disconnected notes scattered across Notion, Zotero, and Slack DMs.

  • • Endless keyword variations on Google Scholar
  • • PDFs piling up in Downloads folders
  • • No memory of what each paper actually said
  • • No structured comparison across methods
  • • Citation chains broken across sessions
The fix

StateOfArt turns that chaos into a structured research workflow.

Create a project, collect papers, summarize them, compare methods, find research gaps, and generate a structured draft you can refine — without leaving the app.

  • • One workspace per research question
  • • Multi-source legal search, deduplicated
  • • Structured AI summaries grounded in your library
  • • Transparent ranking with explainable scores
  • • A SOTA draft that's a real starting point — not a hallucination
How it works

A real workflow, not a prompt.

01

Create a project

Define your research question, field, keywords, and date range. Everything stays scoped to this project.

02

Find legal papers

Search OpenAlex, Semantic Scholar, arXiv, Crossref, and CORE — or upload PDFs you legally own.

03

Summarize · rank · compare

AI summaries, transparent ranking, and a comparison matrix — all grounded in the papers you actually saved.

04

Synthesize the SOTA

Generate a structured state-of-the-art draft, edit it, then export to Markdown / BibTeX / CSV.

Everything in one workspace

From "what should I read?" to a structured draft.

StateOfArt is not a chat-with-PDF gimmick. It's a complete research workflow: search · save · summarize · rank · compare · synthesize.

Legal multi-source search

Search OpenAlex, Semantic Scholar, Crossref, arXiv, and CORE in one query — deduplicated and ranked. No Sci-Hub. No paywall bypass.

Project-aware paper library

Save papers, tag them, set status (unread, reading, included, rejected), filter by year, venue, and relevance.

Structured AI summaries

Problem · method · dataset · results · limitations · relevance. Always tagged with the source basis (abstract or full text).

Relevance ranking

A transparent score combining relevance, citation impact, recency, methodological match, venue, and full-text quality.

Comparison matrix

Method, dataset, metrics, strengths, weaknesses — generated for each paper, editable inline, exportable to CSV/Markdown.

Research gap finder

Surface recurring limitations, underexplored angles, and concrete research directions grounded in your saved corpus.

SOTA draft generator

One-click structured state-of-the-art draft: introduction, foundations, recent work, comparison, gaps, positioning.

Citation graph

Visualize cites and references with React Flow. Color by relevance score, mark must-reads, filter by year.

Upload PDFs you own

Drag-and-drop PDFs you have legal access to. We extract text and use it for richer summaries — never redistributed.

Research Copilot

A project-aware assistant that ranks, compares, and synthesizes — never invents citations, always grounded in your library.

Research Copilot

Meet your Research Copilot.

Ask StateOfArt to summarize your papers, rank them by relevance, group them by method, find research gaps, and generate a structured state-of-the-art outline.

It does not just chat with PDFs. It helps you decide what matters.

Summarize all papers
Rank papers by relevance
Find research gaps
Group papers by method
Create a comparison table
Which papers should I read first?
Which papers should I exclude?
Generate a SOTA outline
Copilot·Project: Humanoid imitation learning
you
Find research gaps in my saved papers.
AI
Across your 18 included papers, three recurring gaps stand out:
  1. Few works evaluate beyond simulated benchmarks.
  2. No paper handles long-horizon reasoning end-to-end.
  3. Reproducibility is limited to single-seed reporting.
Grounded in summaries of: RT-2, ALOHA, Diffusion Policy, SayCan, Voltron.
Pricing

Pick the plan that matches your review.

Start free. Upgrade when your literature review becomes serious.

Free
$0

For exploration

Start free
  • 1 active research project
  • 25 saved papers
  • 5 AI summaries / month
  • 1 SOTA draft / month
  • Citation graph up to 10 nodes
  • Copy text only (no exports)
Most popular
Pro
$12/month

For students & PhD candidates

Upgrade to Pro
  • 10 active projects
  • 500 saved papers
  • 150 AI summaries / month
  • 20 SOTA drafts / month
  • Comparison matrix
  • Markdown · CSV · BibTeX export
  • Citation graph up to 250 nodes
Researcher
$29/month

For active researchers

Upgrade to Researcher
  • Unlimited projects
  • 3,000 saved papers
  • 1,000 AI summaries / month
  • Unlimited SOTA drafts (fair use)
  • Advanced synthesis modes
  • Full export suite
  • Citation graph up to 2,000 nodes
Coming soon
Lab
$79/month

For research labs & teams

Coming soon
  • Everything in Researcher
  • Shared lab projects
  • Higher AI usage ceilings
  • Team seats (coming soon)
  • Priority support
FAQ

Frequently asked questions

Stop drowning in PDFs.
Start writing your review.

Create a project in 30 seconds. Find papers in minutes. Generate a structured state-of-the-art draft today.

StateOfArt — Cut your literature review from weeks to hours