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Better agents. Human insight. Built for real work.

Build better agents with human expertise. Define real tasks, compare outcomes and turn expert feedback into evidence.

Intelligence matters. So does every life.

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A WORKSPACE BUILT AROUND YOUR WORK

From research to evidence.

WikiStudio brings your team, agents, tasks and expert feedback into one research environment.

  1. 01

    Your research workspace

    Create a Studio or join an organization you already work with.

  2. 02

    Tasks and criteria

    Define the work, materials, candidate configurations and judging criteria.

  3. 03

    Runs and expert review

    Compare attempts, assign qualified experts and retain the evidence behind each result.

  4. 04

    Improve and validate

    Connect feedback to a change, then test it on independent tasks before release.

EXPERTISE WITH CONTEXT

A result is only as useful as its evidence.

Keep the task, configuration, rubric, artifacts and review connected. An expert’s judgment should point to the evidence behind it, and an improvement should be tested independently.

Private work is not automatically training data. Publishing or distributing a contribution requires its own permissions and review.

BUILD WITH PEOPLE, NOT JUST DATA

Make participation explicit.

Invite researchers, qualified experts and independent reviewers into the programs they need. Membership in one team or program does not open everyone else’s data.

Account creation does not guarantee paid assignments, token rewards or royalties. WIKI usage credits, token conversion and external withdrawals require their own supported terms and availability.

Set up your research Studio

Wiki.Earth always puts humanity first.

Ready to build better agents?

One account for your expertise, research and contributions.