Human IntelligenceFor Artificial Intelligence
AI labs have the compute and the data. What they're missing is you. The reasoning. The judgment calls. That's what we're here for.
$60-300/hr for verified domain experts
Why We're Different
The Expert
Gap
Most AI training platforms hire crowd workers to label data. Click, tag, repeat. But frontier AI needs something else entirely: people who actually understand the subject. Doctors. Engineers. PhDs. Specialists who can explain their thinking.
We Hire Experts
Everyone on Humint has verified credentials in their field.
We Capture Reasoning
We capture how you reason through problems. The logic. The considerations. The tradeoffs.
Human Review
Real humans review your application.
Humint vs. Traditional Platforms
Why Experts Choose Us
Built For The Top 1%
We've stripped away the bureaucracy of traditional platforms. You get verified once, then projects come to you.
Verified Credentials
We check your credentials. Degrees, licenses, work history. If you say you're a cardiologist, we make sure you're actually a cardiologist.
Human Curation
A real person reads your application. If something's unclear, we ask. We don't auto-reject and ghost you.
Expert-First Matching
Once you're verified, matching projects show up in your dashboard.
Transparent Pay
$60-300/hr depending on your domain. We show you the rate upfront.
The Humint Network
The Human
Reasoning Layer
AI can pattern-match. It can't reason. Humint experts provide the chain-of-thought training data that makes AI systems safe, accurate and trustworthy.
We want your reasoning. Forget drawing boxes around objects. We want you to explain why you'd prescribe this medication. Why this contract clause is risky. Why this code will break in production. The thinking matters.
What Experts Do
Contribution
Types
This is thinking work. We want your logic, your judgment, your expertise. Here's what that looks like.
Reasoning Walkthroughs
Walk through a problem the way you'd explain it to a smart colleague. Step by step. What you considered. What you ruled out. Why you landed where you did.
Breaking the AI
Find where it hallucinates. Where it gives dangerous advice. Where it sounds confident but is completely wrong. Your job is to find the cracks.
Domain-Specific Evaluation
Read what the AI produced. Is the legal argument sound? Would you actually give this medical advice? Rate it. Explain what's off.
Pick the Better Answer
We show you two AI responses. You pick which one is better and explain why. Simple but it shapes how models learn.
The Workflow
How It Works
Apply & Verify
Submit your background. A human reads it and decides. Usually takes 3-5 days.
Get Matched
Projects that fit your expertise show up. You pick what interests you.
Share Reasoning
Answer questions. Explain your thinking. Review AI outputs. Most tasks take 30-90 minutes.
Get Paid Weekly
Money every Friday. Direct to your bank.
Why AI Teams Need Humint
The Reasoning
AI Can't Fake
GPT can write code. Ask it to explain why the code works and you'll get a plausible-sounding guess. Claude can summarize a research paper. Ask it to evaluate the methodology and you'll get hand-waving. AI doesn't know what it doesn't know. That's the problem we solve.
Expert Verification at Scale
5,200+ verified experts across 47 countries. We check degrees, licenses and work history. Everyone is vetted by a human.
Reasoning Extraction
We capture how you think. The steps you take. The things you consider. That's what trains better AI.
Quality Over Quantity
One hour from someone who knows what they're doing beats 100 hours of random clicks.
AI Safety & Alignment
When experts catch mistakes, AI learns to avoid them. Your work makes these systems safer.
What Experts Say
"I spent two years on other platforms. Automated rejections, no explanations, $20/hr if I was lucky. Humint verified my PhD in the first week and started paying me $150/hr. Completely different experience."
"I figured this would be another platform that wants cheap work and calls it 'AI training.' But they actually want me to explain my thinking. The work is interesting. I'd do some of these problems for fun."
"On other platforms I was labeling brain scans. Here I'm explaining how neural circuits process information. My expertise actually matters. I can feel the difference in the work."