Where research becomes conversational.

A page anyone can talk to. Built from a researcher's own papers. EU-hosted, privacy-first, safe for working papers.

Scholar[RAG] · The GitLab of research · Early access 2026

Pick your view

Scholar[RAG] is the same underlying product, but each audience deserves its own pitch. Find your perspective below — each landing dives into the features that matter for you.

🔬
For researchers
Your research, finally augmented
A page that talks. Tools to interconnect with peers. Be discovered by journalists and industry — on your terms. Independent or affiliated, .edu login supported.
Killer features
  • Multi-QR landings (one per conference)
  • Research Collider (cross-RAG V4)
  • Research Intelligence (citations, future work)
  • Career Pro for Scientists (V4.5)
Discover the Researcher view →
🌍
For the curious public
Talk to any scientist, in your language
Curious about quantum physics? Climate science? AI safety? Ask the people who actually study it — in plain language, with sources.
Killer features
  • Public Scholars (LeCun, Hinton, Rovelli, Cox…)
  • Multi-tone (5 year old → expert)
  • Listen-mode podcasts & infographics
  • Interdisciplinary discovery feed
Discover the Public view →
📰
For journalists
Find the right scientist, in one query
Stop digging through Google Scholar. Find experts by domain, see who's opted-in for interviews, get quote-ready snippets directly from their papers.
Killer features
  • Scholar Discovery by domain
  • Interview-ready opt-in list
  • Quote-ready snippets (journalist mode)
  • 1-click press kit
Discover the Journalist view →
🏭
For industry & R&D
The talent your innovation department needs
Find experts on niche subjects, identify cross-disciplinary synergies, contact researchers opt-in for consulting and patent collaborations.
Killer features
  • Cross-RAG for synergy discovery
  • Patent application matchmaking
  • Consulting opt-in marketplace
  • TheForge B2B specsheets
Discover the Industry view →

The same core, beneath every view

Every Scholar[RAG] is built on the same architectural foundations. Editorial design, EU infrastructure, the same RAG engine. What changes is how it's presented.

🧠 The RAG core
Each researcher's papers, indexed and queryable. Zero hallucination, citations mandatory. Built on retrieval-augmented generation.
🇪🇺 EU & privacy-first
EU-hosted infrastructure, RGPD-compliant, no training on your data, safe for working papers. Privacy as a feature, not afterthought.
⚙️ Headless architecture
One source of truth, four ways to render. Edit once in the admin, see it propagate across all views instantly.
🔗 Cross-RAG ready
The Research Collider (V4) is built into the foundation — collide any two researchers, discover synergies no search reveals.

Why we exist.

Adding value at every step, for every audience.

01
The problem

Too much research dies buried in PDFs no one will read. Most academic papers are never cited — let alone read.That's a translation problem, not a science problem.

02
The mission

Democratizing science by building the bridges that are missing — between researchers, the public, journalists, and industry. So research integrates into society, rather than staying in silos.

03
The vision

Scientists out of the ivory tower. Each researcher with a face, a voice, a presence beyond their PDFs. Science that finally talks back — in everyone's language.

— Sebastian Wahl · Researcher & Founder, Emergence Lab
See my Scholar[RAG] →

Common questions, across all audiences

For audience-specific questions, see the dedicated landings above. These are the universal ones.

Is my data used for training AI models?

No, ever. Your papers, your notes, your private corpus stay yours. We use LLMs as retrieval engines — they never see your raw data for training purposes. Privacy-first by design, not as a checkbox.

How does the product differ across audience views?

Same data, same chatbot, same intelligence layer. What changes: the sections highlighted, the default tone of responses, the CTAs presented. A researcher visiting another researcher sees Collide / Cite / Add to favorites. A journalist sees Request interview / Get press kit / Quote-ready snippets. The headless architecture makes this trivial.

When does Scholar[RAG] launch?

The MVP is live at scholarrag.com/s/sebastian(Sebastian's own ScholarRAG, built for ICCC 2026 in late June). Early access for a limited cohort of researchers starts shortly after. Join the waitlist below to be among the first.

How much will it cost?

The core (page + chatbot + QR codes + multi-tone) will have a generous free tier for independent researchers. Advanced features (Research Intelligence, Collider, Career Pro) will be paid tiers. Pricing announced near launch — we want it accessible.

Why EU hosting matters?

Three reasons: (1) RGPD compliance by construction — no data transfer mess, (2) safe for working papers — your unpublished work stays in EU jurisdiction, (3) no training data concerns — unlike US platforms, our infrastructure cannot legally be repurposed without your consent.

Can I export my data?

Always. Full export to Markdown (your bio, autobiography, notes), original PDFs (your uploaded papers), and JSON (your chatbot history). No lock-in. Take your data with you whenever you want.

Be first in the lab

Scholar[RAG] launches with a limited cohort of early users. Join the list — we'll reach out personally. Want a more specific pitch? Visit your audience landing for a dedicated waitlist.

Want to see the product in action? Visit a live Scholar[RAG] profile →

No spam. No sharing. We reach out personally.