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.

1

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.

2

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.

3

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.

4

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.

400 tasks × $0.50 (Skilled rate)$200.00
2 bounties$40.00
4 course lessons$4.00
5 polls$8.00
3 sponsored ads + 2 reviews$1.25
Week 1 total$253.25
5

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.

6

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.

Tasks (Expert rate)$400/week
Bounties$100-200/week
Teaching income$30-50/week
Polls + reviews$20-40/week
Monthly UBI share+
Monthly run rate$2,500-3,200
7

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.

8

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.

$75/hr × 20 hrs/week × 52 weeks$78,000/year
+ Task earnings (Expert rate)~$15,000/year
+ Teaching + testing income~$5,000/year
+ Monthly UBI shares~$600/year
- Wealth tax (1% above $1K/mo)~$700/year
Year 1 total~$98,000

She pays $700 in wealth tax. That money goes directly to workers who are just starting — the next Hope.

The ecosystem

Companies Post work + pay per task $ Payment NI Platform — 20% fees 12% UBI 1% QA 1% Learn 1% Mod 80% to workers 👤 Worker 📚 Teacher Tester 🤝 Voucher 🔍 Mod 📝 Grader Work delivered 💬 Free AI

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.