Know Who is Speaking
On the internet, anyone can publish. Social media gave everyone a voice. The problem is that algorithms started rewarding whoever shouts loudest, not whoever knows most. The result: the loudest voice and the most trustworthy voice now sound the same — and readers have no way to tell them apart.
This isn't a technology problem. It's an infrastructure problem. We've built incredible tools to spread ideas quickly. But we've built almost nothing to verify whether the person speaking actually understands the topic.
More content is published every 2 days than humanity produced in decades. It's getting harder and harder to tell what matters from what's just noise.
People who know little tend to speak with the most certainty. People who are genuine experts tend to be more careful and quicker to admit what they don't know.
A post travels alone, without its author. Readers don't know who wrote it, or why they should trust it.
Putting an expert and an enthusiastic amateur "on both sides" of a debate treats them as equally weighty. They aren't.
The cost shows up every day: bad health information, financial decisions built on weak analysis, public debate dominated by whoever yells loudest — and less and less trust in information in general.
We're proposing a simple, public, continuously updated record — not a one-time stamp frozen in time, and not an institution that decides who gets to speak. It's an honest picture of what a person actually knows, has done, and has proven about a topic.
This isn't censorship. It's context. No one is stopped from speaking. But readers get to know exactly how much weight to give each word.
Think of it like a nutrition label. You're free to consume whatever you want. But you have the right to know what's in it.
Universities and companies get a clear way to show the real qualifications of the people speaking on their behalf — not just the title, but the actual knowledge.
People who've built real expertise get a verifiable, portable credential that travels with their work wherever it appears.
Everyone gets a clear, honest signal about the credibility of whoever is speaking.
A new standard emerges: publishing without context becomes incomplete. Quality rises when credibility is visible.
Every published idea has an author — and that author has, or doesn't have, real reasons to speak on the topic. That context should travel with the idea, not be buried somewhere no one reads.
A doctorate is one signal. Ten years of practical experience is another. A track record of being right is a third. We weigh all of it together, because no single signal tells the whole story.
A degree is a snapshot of one moment. Real knowledge is always moving. That's why our record updates as a person publishes, speaks at events, or earns recognition from other experts.
A renowned cardiologist speaking about politics isn't an authority on politics. That's why we assess every person within one specific domain, without mixing one with another.
This isn't a closed club for people who are already famous. Everyone starts at zero at some point. Our system is honest about that, and shows a clear path to grow over time.
A credibility badge that only exists inside one platform is useless the moment content gets shared. Ours is built to travel — wherever the idea goes.
We place every person in one of the five levels below, within a specific domain — combining formal education, practical experience, publications, recognition from other experts, and track record. Click a level to learn more.
Curious, engaged, and learning. Shares a personal opinion, but doesn't yet have proven experience in this domain.
Typical signals:
What this means: a personal opinion, valid as a point of view — not as an expert claim.
Actively building real knowledge: coursework, certifications, structured study, or early-career practice.
Typical signals:
What this means: knowledge under construction. Worth cross-checking against more experienced sources.
Professional-grade expertise built through consistent practice, proven results, and recognition within the field.
Typical signals:
What this means: a trustworthy source. Claims are grounded in real, verifiable experience.
A recognized reference whose work has helped shape this field — through research, practice, teaching, or institutional influence.
Typical signals:
What this means: a high-confidence source. Has helped shape how the field thinks about this topic.
A founding voice whose ideas became part of the field's history — through breakthrough research, transformative practice, or lasting influence.
Typical signals:
What this means: the ultimate source. Didn't just take part in the field — helped create it.
We look at eight types of signals, weighted differently depending on the domain. No single signal decides everything — credibility is the sum of several factors, not one checked box.
Degrees, graduate study, professional qualifications. The foundation — necessary in many fields, rarely enough on its own.
Years in the field, roles held, organizations served. This is where theory turns into real practice.
Books, articles, reports. Verifiable proof of what someone has contributed to the field's body of knowledge.
Conference talks, invited presentations. Shows the community trusts this person to speak publicly.
Blogs, newsletters, podcasts — looking at quality and consistency, not just follower count.
Awards, board memberships, citations from others in the field. How the field itself views this person.
Where it applies: predictions, recommendations, or analyses that have already been checked against real outcomes. The rarest, most valuable signal.
Recent courses, updated certifications, new research. Proof the knowledge is still being maintained, not just remembered from years ago.
We're not asking institutions to gatekeep anyone. We're asking for transparency. We're not asking readers to trust only credentialed people. We're asking them to demand context from everyone trying to influence them.
The standard we want to set is simple — and it's overdue:
Not the name. Not the title. Not the employer. But that person's real, provable relationship with the subject they're sharing — and your right, as a reader, to know exactly what that means.
This is our commitment: a world where verifiable truth has infrastructure, where knowledge is visible, and where any voice can travel the path from confident opinion to proven knowledge — and every reader can see that difference.
We're building partnerships with universities, research institutes, investment firms, consultancies, and media outlets who share this commitment.