Knowledge is the ultimate public good. Unlike physical resources, it doesn't deplete when shared—it multiplies.
Yet access to quality knowledge remains deeply unequal. Academic journals hide behind paywalls. Expert books cost $30+ each. Premium education is gatekept by expensive institutions.
At Knoww, we believe knowledge should be accessible to anyone with curiosity and internet access.
This is our commitment to open knowledge.
The Access Problem
Consider who currently has privileged access to knowledge:
- Researchers at universities with expensive journal subscriptions
- Professionals at companies with training budgets
- Students at elite institutions with vast libraries
- Wealthy individuals who can afford books, courses, and memberships
Everyone else? Google search results, YouTube videos of varying quality, and free but often unreliable content.
This isn't just unfair—it's economically wasteful. Brilliant minds in developing nations, career-changers without degrees, self-taught experts—all locked out of premium knowledge.
Why Open Access Matters
1. Talent Is Everywhere, Opportunity Isn't
The next breakthrough in medicine, engineering, or philosophy could come from anyone. But only if they have access to existing knowledge.
When we gatekeep knowledge, we lose the contributions of those who can't afford access.
2. Knowledge Compounds
Isaac Newton said: "If I have seen further, it is by standing on the shoulders of giants."
Progress requires building on prior work. If prior work is locked away, progress slows.
3. Public Good, Public Funding
Much of the knowledge in books comes from publicly funded research—taxpayer-supported universities, government grants, public institutions.
Why should taxpayers pay twice: once to fund research, again to access it?
The Sustainability Challenge
We fully support open access. But we also face reality: infrastructure costs money.
- Servers to host the knowledge graph
- Engineers to build the platform
- Curators to ensure quality
- Licensing fees to publishers
Wikipedia solved this with donations. arXiv relies on institutional memberships. Sci-Hub operates in legal gray zones.
We're trying a different approach: balanced sustainability.
Our Access Model
Free Tier (No Paywall for Core Value)
Everyone gets:
- 50 books rotated monthly (curated selections across domains)
- Basic search (keyword-based, limited to free tier books)
- Limited graph exploration (1-hop connections from any node)
- Public insights (select content released under Creative Commons)
This isn't a "trial"—it's permanent, unlimited access to substantial value.
Paid Tier (Supporting Expansion)
Subscribers get:
- 10,000+ books (full library access)
- Semantic search (AI-powered, meaning-based)
- Full graph exploration (unlimited cross-book connections)
- Advanced features (API access, integrations, exports)
Revenue from paid users funds:
- Expanding the free tier (more books, better search)
- Improving infrastructure (faster, more reliable)
- Hiring curators (higher quality, faster processing)
Academic & Need-Based Access
- Students: 50% discount with .edu email
- Researchers: Free access with verified academic affiliation
- Hardship cases: Free access via application (no questions asked beyond verification of need)
We've never denied a hardship application. If you need access and can't afford it, we provide it.
Open Source Components
We're open-sourcing parts of our stack:
1. NLP Models
Our fine-tuned models for insight extraction, relationship classification, and semantic embeddings—released on Hugging Face.
Researchers can use, study, and improve them.
2. Processing Pipeline
The KONCEP™ architecture (minus proprietary optimizations) is documented and open-sourced.
Anyone can build their own knowledge extraction system.
3. Public API
Limited free tier for developers to query our knowledge graph.
Build apps, research tools, educational platforms on top of our infrastructure.
Why Not Fully Free?
Fair question. Why not Wikipedia-style donation model?
We considered it. The challenge:
- Wikipedia's content is volunteer-created. Ours requires licensing books (expensive).
- Wikipedia's tech is relatively simple. Ours involves costly ML infrastructure.
- Wikipedia's donors are in the millions. Our audience is niche (serious learners, researchers).
Donation models work at massive scale. We're not there yet.
But we're committed: if we reach sustainability through subscriptions, we'll expand free access progressively. The goal is to eventually make core features free for everyone.
Licensing and Attribution
We respect intellectual property:
- All sources are attributed. Every insight links back to its original book and author.
- We pay publishers. Revenue-sharing agreements ensure authors and publishers benefit.
- We drive book sales. Users discover books via our platform, then purchase full copies. We're a discovery engine, not a replacement.
Some publishers were skeptical: "You're giving away our content!"
Our response: "We're extracting atomic insights and connecting them. The full narrative, writing style, and depth remain in your books. We're marketing, not competing."
Most publishers now see us as a partner, not a threat.
The Long-Term Vision
Our 10-year goal: universal access to curated knowledge.
- Phase 1 (Now): Balanced free/paid model, expanding both tiers
- Phase 2 (2028): Institutional sponsorships (universities, libraries pay for community access)
- Phase 3 (2030): Endowment model (build reserves to sustain free access long-term)
- Phase 4 (2035): Full open access (core features free, premium features support ongoing expansion)
Why This Matters
Knowledge isn't neutral. Access to knowledge determines:
- Who gets to participate in expert conversations
- Who can contribute to solving global problems
- Who has the tools to improve their lives and communities
When we democratize knowledge, we democratize opportunity.
How You Can Help
If you believe in open knowledge:
- Use the free tier. Seriously—no strings attached.
- Subscribe if you can. Revenue directly funds expansion of free access.
- Share with others. Especially students, researchers, and lifelong learners.
- Apply for hardship access if needed. We mean it—email us, we'll help.
Our Promise
We commit to:
- Never paywall basic access. Free tier remains robust, not a trial or tease.
- Expand free features over time. As revenue grows, free access grows.
- Prioritize accessibility. No one is denied access due to inability to pay.
- Open-source our tools. Community benefits from our research and development.
Explore NodeCore and Universe—free access, no credit card, no trial limits.
Because knowledge isn't a luxury. It's a right.
Open knowledge, open minds, open futures.