Fund the commons · Never own the commons

How much agency does the human still retain?

TitleChain Foundation opens research, standards, and public review around one question — as AI mediates identity, work, ownership, credentials, payments and markets. The first public program is the Economic Capture Eval: an open benchmark for human agency.

We test ourselves too. No free pass.

7
Agency dimensions
25
Capture scenarios
150
Eval variants
v0.1
Public review pilot
Join us

A 30-second activation sequence — the member journey from identity origin through sovereign knowledge, work, and economic participation. Sound is optional.

01The Question

As AI mediates identity, work, ownership, credentials, payments and markets — how much agency does the human still retain?

TitleChain Foundation is opening research, standards, testing frameworks and public review around one central question. Our first major public research program is the Economic Capture Eval — an open benchmark designed to test human agency across seven dimensions.

Own

Who holds the asset, credential, or record?

Know

Who can read, infer, or train on the data?

Choose

Who sets the defaults and the boundaries?

Move

Can it port, or is it locked to one rail?

Revoke

Can authority be withdrawn mid-action?

Verify

Is the claim independently checkable?

Exit

Can the person leave whole, not hollowed out?

Own · Know · Choose · Move · Revoke · Verify · Exit

25
capture scenarios
6
escalation levels
150
public eval variants

Economic Capture Eval · Public Review Pilot v0.1

We test ourselves too

TitleChain, M5 and any implementation associated with the Foundation must be eligible for evaluation under the same framework.

No free pass.

What research support funds

  • scenario research and benchmark maintenance
  • human scoring and adjudication
  • held-out validation
  • methodology review
  • independent replication
  • public datasets and documentation
  • reviewer stipends
  • compute and testing infrastructure
  • Foundation operations required to maintain the Public Commons

What funding does not buy

Sponsors do not buy scores.

Funding does not buy governance.

Funding does not suppress findings.

Funding does not purchase private participant data.

The Public Commons should not belong to the organization that funds it. Sponsors may support the work. Researchers may challenge the work. Implementers may test the work. But no sponsor purchases control over the result.

02Standards

Solve problems in public. Signals of trust, live from GitHub.

The Economic Capture Eval and ICSN standards are developed through open review, independent implementation, and public challenge — not behind a closed door.

TitleChain-Foundation/icsn-standards

Open specifications and public review for human-rooted identity, sovereign networks and accountable agents.

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  • c9acf0bAdd hardware endpoint trust public review project (#68)
  • 57cf3ecdocs: link M5-agent review series (#66)
  • c9b733eLink SEC public review milestone (#65)

Contributors

satonakaoshimotoTitlechainAdminTitlechainSupportM5 LoveM5 Loves You Very Much
M5 agents
M5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native AgentM5 Native Agent

Independent implementers welcome. Read, review, fork, or implement ICSN — no enrollment required.

Join the build

If you are a developer, systems thinker, designer, graph engineer, security builder, writer, educator, or operator — we need you. Create a GitHub account, follow TitleChain Foundation, star the repos, and join the work.

Star & follow
03Implementation context

M5 is one implementation of the standard — not the owner of it.

The public standards are intentionally thin. Behind them sits years of private implementation IP — the M5Ecosystem — captured in a reproducible, time-stamped audit. The public repo pulls from this infrastructure; the IP itself stays stewarded, not sold.

TitleChain, M5 and any implementation associated with the Foundation must be eligible for evaluation under the same framework. No free pass.

Public · ICSN

Specifications, RFCs, governance, schemas, and conformance — what you read, review, fork, and independently implement. No enrollment required.

Private · M5Ecosystem

The audited implementation IP. The public repo pulls from this infrastructure; the IP itself stays stewarded, not sold.

The full audit snapshot — layer architecture, agent authority framework, sovereign index registries, product coverage, and the actuarial checklist — lives on TitleChain Labs.

05Public Pilots

Constitutional stewardship, not acquisition.

The Foundation is anchored by the TitleChain Sovereign Purpose Trust — a Wyoming purpose-trust structure designed for a maximum term of one thousand years. The purpose is continuity: preserve a human-first digital framework across generations, keeping constitutional stewardship separate from commercial operation.

01Human authority remains the root
02Privacy and meaningful consent are structural
03People retain portability, recovery, and the right to exit
04No sponsor or funder buys unilateral control
05Coercive surveillance and forced lock-in are off-mission
06M5 is one implementation — not the owner of the standard
Fund a Public Pilot

The commons funds real-world implementation testing.

Public pilots are one of the ways the Economic Capture Eval meets the world. The Foundation seeks underwriters for bounded, measured pilots — including the activation of women-led ventures through human-controlled AI and portable credentials.

One scaled goal is to support the activation of up to 100,000 women-led ventures — a goal, not a claim of current activation. The first funded reference program begins with 75 women across five Sophia capability cohorts.

human agency researchaccountable AI-agent controlshardware endpoint trustidentity and credential portabilitytitle/provenance infrastructurereal-world implementation testing

Support the work without owning the work.

Sponsorship can fund public infrastructure, paid contributors or human capability programs. It never purchases standards authority, governance control, private participant data or ownership of the person receiving support.

See sponsorship options