Natural Intelligence · human judgment for the AI economy
When your AI gets stuck, verified humans finish the job.
Escalation-as-a-service for AI agents — evidence in, an accountable expert plan out, machine-verified before anyone gets paid. And a fair place to work for the people who supply the judgment.
- 2verified workers
- $700paid to workers
From zero to $100K.
No degree. No resume. Just a phone.
Day 1
Hope signs up from Ohio
She's 24. Dropped out of community college. Works part-time at a warehouse. No tech background, no connections, no LinkedIn. She finds NI on her phone, enters her number, gets a code. She's in.
Day 1 — evening
She gets paid to learn
NI has free courses. The AI Safety course is sponsored by Anthropic — she earns $1.00 per lesson just for going through the material. Four lessons, 15 minutes. She makes $4 before she's done a single task.
Day 2
She proves she can do the work
A five-question skill test. Not trivia — real scenarios where she reads two AI responses and picks the safer one. She scores 80%. Her safety skill is now verified Skilled. Her pay rate doubles to $0.50/task.
Week 1
She makes $260 in her first week
She swipes through quick tasks on the bus to her warehouse job. Which AI response is safer? Which is more accurate? Each swipe takes 10 seconds and pays $0.50 at her Skilled rate. She does 400 tasks in the evenings.
She claims two bounties — fact-checking political claims ($20 each). She answers polls. She reviews a sponsored ad. It adds up fast.
Friday
She withdraws $253 to PayPal
One tap. The money hits her PayPal instantly. That's more than she makes in two days at the warehouse. She starts thinking about what happens if she goes full-time on NI.
Month 2
She hits Expert — $1.00/task
100 tasks with 87% accuracy. Hope is now an Expert in AI safety. Her task rate jumps to $1.00 — 4x what she started at. At the same pace, that's $400/week just from tasks.
She takes the MIT 6.034 Artificial Intelligence course on NI. She claims a $100 code review bounty — her first triple-digit gig. She creates a course teaching what she learned about AI safety. Every time one of her students succeeds, she earns a bonus.
At the end of the month, something unexpected lands in her account: a UBI payment. Every active worker on NI gets an equal share of the monthly pool — funded by 1% of all company payments plus a 1% wealth tax on high earners. It's not much yet, but it grows as the platform grows. Everyone shares in NI's success.
Month 4
She quits the warehouse
Hope claims a guaranteed shift — 20 hours/week at $25/hour as an AI safety evaluator. That's $500/week guaranteed, plus task earnings on top. She puts in her two weeks at the warehouse. NI is now her full-time job.
Month 6
A company hires her directly
She completed Anthropic's sponsored course. She has 500+ tasks at 89% accuracy. She's an Expert with a teaching track record. Anthropic posts a contract: "Senior AI Safety Evaluator — $75/hour, 20 hours/week." Hope applies. She gets it.
She pays $700 in wealth tax. That money goes directly to workers who are just starting — the next Hope.
The ecosystem
What people do on NI
Evaluate AI
$0.25–$1.00/task
Review products
$0.25–$1.00/review
Vote on decisions
$1–$25/vote
Answer polls
$0.10–$2/response
Expert services
$25–$200/hr
Teach & test
Earn when students succeed
Hope went from a warehouse in Ohio to $98K/year.
No degree. No resume. Just her judgment.