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Human signal library

Different human signals. One clear decision: participate or pass.

Categories organize the kinds of work a buyer may request. A category never grants blanket permission; every future task still needs a visible offer and a contributor’s choice.

Practical first wedge

Short-form audio and video.

Clear prompts, bounded capture, reviewable outputs, and useful human variation make short-form media a practical place to prove the first paid loop.See the tasks in context

Audio signal

Script reading, natural opinions, regional speech, narration, and spoken explanations.

Video signal

Object handling, first-person workflows, demonstrations, movement, and real-world context.

Category map

What contributors may be asked to share.

Open a category to see realistic examples. Every example below is illustrative—not a live offer.
Health & WellnessRoutine, preference, accessibility

Everyday routines and self-reported context that help systems understand how people make wellness decisions.

Simulated examples
  • Daily routine diary
  • Wellness preference comparison
  • Accessibility experience pulse
MobilityMovement, tradeoff, environment

Real-world movement choices, commute tradeoffs, and transportation experiences volunteered by contributors.

Simulated examples
  • Commute pattern
  • Route preference test
  • Transit experience pulse
FinanceDecision, workflow, intent

Self-reported financial workflows and decision context without asking contributors for account credentials.

Simulated examples
  • Budgeting workflow narration
  • Purchase tradeoff ranking
  • Financial app usability review
EducationExplanation, learning, feedback

Learning strategies, explanations, and skill-building workflows across different levels of experience.

Simulated examples
  • Explain a concept aloud
  • Study workflow walkthrough
  • Tutoring-response review
CommercePreference, comparison, intent

Shopping journeys, product comparisons, and the reasons behind real consumer decisions.

Simulated examples
  • Product comparison
  • Checkout friction review
  • Purchase-decision diary
DevicesInteraction, usability, workflow

Permissioned interaction examples from phones, computers, smart-home products, and connected devices.

Simulated examples
  • Screen workflow narration
  • Device setup walkthrough
  • Feature-discovery test
Social & InterestsTaste, language, community

Volunteered interests, media preferences, and cultural context expressed directly by real people.

Simulated examples
  • Media preference ranking
  • Hobby vocabulary sample
  • Community-context explanation
And MoreBuyer-defined, contributor-approved

New categories can open when a buyer has a defined need and contributors can make an informed choice.

Simulated examples
  • One-minute voice sample
  • Object-handling video
  • Specialty workflow capture

Before any contribution

A category is not enough. The offer needs context.

Effort and value

Expected time, requirements, and estimated compensation will be visible together.

Purpose and review

The buyer’s intended use and the standard for acceptance will be understandable before work begins.

Rights and privacy

The task must state what accepted work grants, what must stay out of frame, and what happens if the submission is rejected.

Founding contributors

Choose the categories you are comfortable exploring.