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Pathwize

Matches credential-verified domain experts with AI labs for paid judgment tasks, logging each review in a cryptographic provenance trail.
SecurityEvaluationEnterprise
gopathwize.com ↗
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At a glanceswept Oct 22, 2026

not read yet

Use

For
Credentialed domain experts paid for remote review work, and AI labs or enterprises hiring them for frontier AI tasks.
Used for
  • Review AI model outputs in clinical, legal, and math domains
  • Red-team AI models to find adversarial failures
  • Rate model responses with expert preference judgments
Worth knowingcomputed from what we read · each with its source
Your datawhat they publish, each line with its page · read Oct 24, 2026

These are Pathwize's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 24, 2026
  • MCP servercom.gopathwize/pathwizeverified in the MCP registry
  • Stateanswers, 10 toolschecked 2026-10-24
  • Address to connectwww.gopathwize.com/api/mcp
  • API docsgopathwize.com/docsthe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Securityby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Not it? Say what you need

beta

Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is Pathwize?

    Matches credential-verified domain experts with AI labs for paid judgment tasks, logging each review in a cryptographic provenance trail. It is listed in the Atlas under Security.

  • Who is Pathwize for?

    Credentialed domain experts paid for remote review work, and AI labs or enterprises hiring them for frontier AI tasks.

  • Do people use Pathwize?

    Little sign of use.

  • Is Pathwize safe?

    We do not audit vendors. What Pathwize publishes, read 2026-10-24: GDPR stated on its privacy policy.

  • What are alternatives to Pathwize?

    In Security, by use: Manera Technologies, Vect, Pengu.inc, SecNav, Agent Checker, ProAudit.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk