← Supported work

Kwaai research

Build a multi-machine private-inference fleet with model capacity, networking and evaluation time.

Public goods · shared capacity

Resource the next step.

110010 · V50 · proposed need profile

Initial genesis allocation · 9%

The proposed private-inference fleet needs substantial machine, networking and power capacity.

ComputeDelegationProtection

Highlighted terms show the needs this project serves. Specific allocations follow the agreed scope and community governance.

At the first $420k milestone · $37,800

If the milestone were fully funded and the initial sketch adopted, this project’s 9% share would represent $37,800. Each Star pool receives this envelope multiplied by its reviewed weight.

The proposed 15% maintainer provision is $5,670, included across the relevant pools. It is not additional funding.

A planning illustration, not an available balance, separate project target or final foundation requirement.

Maintainers & First Persons

The included 15% reserve supports continuity, scoped work and review across this project’s active dimensions. Roles, six-way attribution and compensation require agreement.

See the six-coordinate allocation model →

What this work needs

Compute · Delegation · Protection

Proposed Star need profile, based on this brief’s scope. Workshops review the profile and offer capacity; these categories do not set a budget or grant authority.

How shared pools support this work
  • Compute — Provide machines, model capacity and power for private-inference experiments.
  • Delegation — Scope inference tasks and control the context supplied to agents.
  • Protection — Evaluate disclosure boundaries and privacy behaviour across the inference setup.

The project proposes its needs and intended public benefit. Allocation is considered through the proposed Mages City governance process, alongside the needs of other projects. Shared costs are counted once; there is no separate project fundraising target.

What returns

Private-inference evaluations, disclosure tests and reproducible configuration records.

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Donation and allocation notes

Shared programme addresses do not automatically earmark payments. Share a purpose or resource preference for consideration through community allocation. No donor identity, public counter, credential or proverb is generated from payment. Private donations require no memo.