Calm in the ocean
of research.
Google Scholar shows you 50,000 papers for any query, leaving you lost in the noise. Nagi aggregates the field, filters out the clutter, and shows you the 10 papers that actually matter.
Explore Nagi ▸A Tribute to the
Pioneers of Discovery
Behind every modern breakthrough lies centuries of questions, experiments, and discoveries. Their work continues to inspire the future of research.
Researchers don't fail because
they aren't smart enough.
They fail because nobody showed
them which 10 papers matter
out of 50,000.
That gap costs more than grades.
It costs the ideas that never
become discoveries.
Find the papers that actually matter
Enter any research topic and Nagi builds you a curated map of the 8–12 most important papers in that space. Ranked by relevance. Each one explained in plain language — what it is, why it matters, and whether you should read it first.
No more scrolling through 50,000 results. No more random bookmarking. Just the papers that move the needle.
- Ranked by relevance to your exact topic
- Plain language summary for each paper
- Why each paper matters explained
- What to read first — and what to skip
- Updated with recent publications
Every paper in plain language
Open any paper inside Nagi and get a complete structured breakdown — in language that actually makes sense. No jargon walls. No re-reading the same sentence four times.
You'll know exactly what the researchers did, why it matters, what the limitations are, and how to think about it critically.
- What they did — methodology simplified
- Why it matters — real world significance
- Key terms defined in plain language
- Limitations and weaknesses surfaced
- How to cite it correctly
Adding noise to client gradients hides individual user data but slows down model learning speed by 15%.
See how it all connects
Research doesn't exist in isolation. Papers build on each other, contradict each other, and fill each other's gaps. Nagi shows you the landscape — who said what, who disagrees, and where the field is heading.
Stop reading papers in isolation. Start understanding the field.
- Visual map of how papers relate
- Where researchers agree and disagree
- Which papers are foundational vs recent
- How ideas have evolved over time
- The debates that are still unresolved
Find what nobody has researched yet
The most valuable thing in research isn't what exists — it's what doesn't. Nagi surfaces the unanswered questions, the understudied areas, and the white spaces in any field.
For students writing proposals. For researchers looking for their next contribution. For anyone who wants to do work that actually adds something new.
- Unanswered questions surfaced automatically
- Understudied areas highlighted
- White spaces in the literature identified
- Perfect for research proposals
- Helps you position your own contribution
No current publications address model training robustness against gradient attacks when clients have non-homogeneous datasets.
Go from papers to writing — instantly
Once you understand your field, Nagi helps you structure it. Generate a literature review outline from your paper set — organised by theme, argument, and narrative flow.
Not a summary. A thinking structure you can actually write from. The difference between a shallow lit review and a great one.
- Outline generated from your paper set
- Organised by theme and argument
- Narrative flow built in
- Gaps and transitions highlighted
- Export to any format
Your research — organised and alive
Save papers, tag them by topic, track what you've read, what you've understood, and what you still need to revisit. Your personal research library that grows with you.
Never lose a paper. Never forget what it said. Never start from scratch on a topic you've already explored.
- Save any paper in one click
- Tag and organise by topic or project
- Track reading and understanding progress
- Add your own notes and highlights
- Access from anywhere
Built for anyone who engages with knowledge seriously.
Engineering Students
Writing your first research paper or literature review with a deadline and zero guidance. Nagi gets you from a topic to a structured understanding — fast.
- First research paper or literature review
- Project reports and thesis chapters
- Conference paper submissions
Independent Researchers
Navigating a field without institutional infrastructure. No library access, no research group. Nagi is your research environment.
- Self-directed deep dives
- Staying current without drowning
- Building logical reading lists
PhD & Graduate Students
Literature reviews that take weeks. Research gaps that are hard to see. Nagi gives you a bird's eye view of your entire field.
- Comprehensive literature reviews
- Identifying research gaps
- Synthesis across hundreds of papers
Every Knowledge Worker
Developers implementing papers. Analysts tracking research. Journalists covering science. Anyone who needs to understand what the research says.
- Implementing research into products
- Evidence-based decision making
- Understanding technical fields quickly