What you’ll find
- Tools for AI-assisted research:
- literature review, data collection, theorization, data analysis, writing and review, presentation, teaching.
- Tools for AI agents:
- building them and managing them.
Entries describe what each resource does, where to find it, and its license. The Hub offers a wide survey, because different projects need different tools. You decide what fits your work. Read how it is built →
How to use it
Start with the research task you want to accomplish.
Explore the relevant resources and their sources, then work with your AI to adapt or combine what is useful.
We built the site to be read by people and by AI agents. To have your agent read it, give it the prompt below.
Read https://ai-academic.org/llms.txt and https://ai-academic.org/about/. Then help me find resources on AI Academic Hub for this research task: [describe your task]. For each one, tell me what it does, where to find it, its license, and what it takes to use.
Browse by task
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A1
Literature & discovery
Search, recall, and the instruments that calibrate both — including the campaign that assembled the survey's own recall-calibration toolkit.
4 of 91 entries · 6 tasks
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A2
Data collection & curation
Evidence capture, transcript harvesting, reference management, data governance — the layer where research data acquires provenance.
8 of 91 entries · 5 tasks
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A3
Documents & data infrastructure
Classification with humans in the loop, and the infrastructure that keeps research data queryable. Campaign rows are listed; entries are not yet ingested.
0 of 91 entries · 3 tasks
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A4
Analysis & measurement
Instruments and their validity: model judges, platform panels, simulated agent societies. The longitudinal measurement campaign here is the weekly design's methodological precedent.
13 of 91 entries · 7 tasks
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A6
Paper development & review
Revision from feedback, claim and citation verification, hallucination reduction, provenance. The manuscript-revision campaign is ingested; its neighbors are listed with status shown.
10 of 91 entries · 7 tasks
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A7
Publishing & outreach
One landed campaign: newsletters and outreach. Its ledger admitted no repositories, and the category's remaining tasks are still planned.
0 of 91 entries · 2 tasks
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A8
Teaching
Case engineering and course-document understanding. The teaching-case campaign's admitted set is ingested in full.
4 of 91 entries · 4 tasks
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A9
Theorization
One campaign, ingested in full: tooling that scaffolds construct maps, mechanisms, and propositions. A thin shelf, kept open for the function it names.
5 of 91 entries · 1 task
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A10
Statistical computing
Stata-centered evidence capture and reproducible result tables. Campaign rows are listed; entries are not yet ingested.
0 of 91 entries · 3 tasks
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S1 Shared lane
Human-agent operations
Human-agent operations: orchestration, runtime boundaries, memory, evaluation, security, and cost accounting. Token economics is a named sub-category.
10 of 91 entries · 15 tasks
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S2 Shared lane
Tools & document processing
Documents in, structure out: parsing tooling measured under real workloads, with benchmarks kept distinct from parsers.
12 of 91 entries · 2 tasks
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S3 Shared lane
Writing & editing
Words are cheap to generate now, and it shows. Tooling that checks prose against its sources — editing, cleanup, translation.
11 of 91 entries · 6 tasks
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S4 Shared lane
Presentation & visuals
Slides, figures, infographics — the tooling that turns work into something an audience can follow, with editability and attestation treated as evidence.
14 of 91 entries · 4 tasks
10 of 65 tasks have an entry today. All categories →