Research at the
speed of AI.
Vigya monitors arXiv and academic journals around the clock, then delivers precise AI-generated summaries — so you never miss a breakthrough in your field.
AI Summary: Demonstrates predictable performance scaling with compute, dataset size, and parameter count. Key finding: novel attention mechanism yields 10× efficiency gain.
AI Summary: Proposes using pre-trained diffusion models as implicit priors without fine-tuning. Outperforms task-specific baselines on image restoration benchmarks.
AI Summary: Identifies latent causal variables from observational data without access to intervention targets. Provably identifiable under mild assumptions.
Core capabilities
Built for serious researchers
Every feature is designed to reduce cognitive load and surface what matters most.
arXiv Monitoring
Never miss a new paper
Vigya continuously scans arXiv across all categories you care about — new submissions land in your feed within minutes of posting.
AI Summarisation
Key findings in two minutes
LLM-powered summaries extract the problem, methodology, results, and limitations — preserving nuance while cutting reading time by 90%.
Instant Alerts
Real-time publication alerts
Get notified the moment a paper matching your interests is posted — via email, Slack, or in-app notification.
Personalised Feed
Tailored to your research
Define topics, arXiv categories, and authors. Vigya weights your feed and surfaces the papers most relevant to your expertise level.
Paper Library
Organise everything you save
Bookmark papers into named collections, annotate with your own notes, and revisit them alongside the original PDF at any time.
Semantic Search
Find by concept, not keyword
Search your library and the full arXiv index by idea, method, or research question — not just title and author strings.
How it works
From publication to your feed
Four steps. Fully automated once configured. Zero papers missed.
Set your research profile
Pick arXiv categories, topic keywords, and authors you follow. Vigya learns your interests over time.
Papers are detected & queued
New submissions are fetched within minutes of posting. Each paper enters the AI summarisation pipeline automatically.
Summaries arrive in your feed
Structured summaries — problem, method, findings, limitations — appear in your feed and trigger your configured alerts.
Save, search, and revisit
Bookmark to collections, annotate, and use semantic search to rediscover relevant work months later.
Who uses Vigya
Built for every kind of researcher
Track adjacent fields without drowning in RSS feeds. Get summaries of papers your advisor hasn't sent you yet.
Monitor competitive research areas and translate academic findings into product-relevant insights.
Stay current on methods relevant to your implementation work — state-of-the-art in your specific subdomain.
Follow stat.ML and math.ST papers that map to trading, risk modelling, and portfolio construction.
Get plain-language AI summaries of technical papers to accelerate fact-checking and source verification.
Monitored sources
arXiv and beyond
All arXiv categories supported. Custom journal monitoring available on the Pro plan.
FAQ
Common questions
What is Vigya?
Vigya (Sanskrit: knowledge) is an AI-powered research intelligence tool that continuously monitors arXiv and academic journals, then delivers concise LLM-generated summaries straight to your feed — so you stay current without reading every paper in full.
Which sources does Vigya monitor?
Vigya currently monitors all arXiv categories (cs, stat, math, physics, q-bio, and more) as well as select peer-reviewed journals. Additional sources can be configured on request.
How are the AI summaries generated?
Each paper is processed through a large language model pipeline that extracts the problem statement, methodology, key findings, and limitations. Summaries preserve academic nuance while being readable in under two minutes.
Can I personalise my research feed?
Yes. You define topics, authors, and arXiv categories you care about. Vigya weights your feed accordingly and can notify you in real time when a paper matching your interests is published.
What does "Vigya" mean?
Vigya is derived from the Sanskrit word for knowledge or wisdom — fitting for a tool that distils the world's latest research into actionable insight.
Get started with Vigya
Stop skimming.
Start knowing.
Join researchers who spend less time sifting and more time doing. Set up your feed in minutes and never miss a paper that matters.