Singularity Clusters
Tokenised Compute Markets

Grow your own decentralised AI datacentre.

Connect the machine you already own, bring your community, launch a token for the cluster. Its trading fees pay everyone serving it and buy the next GPUs.

Read the paper
THE PROBLEM

AI is owned by the labs and the datacentres.

0%of the world's AI compute runs on one company's silicon

The labs own the models. The datacentre companies own the machines. If you are neither, you rent both, at their price, on their terms.

LABS
OpenAIGoogleAnthropic
DATACENTRES
NVIDIAMicrosoftAWS
NVIDIA~90%Everyone else~10%

2024-25 estimates put NVIDIA at 80 to 90%+ of datacentre AI accelerators. The point is the shape, not the decimal.

OUR ANSWER

Power and control to the community.

Here is how.

01
OPEN WEIGHTSFrontier-class models nobody can gate.
02
OWNED HARDWAREWe buy our compute, and we own it.
03
SELF-GROWINGTrading buys the machines.
04
TOKEN-SETTLEDInference pays in the cluster token.
THE MECHANISM

How it works.

Four frames. Scroll to run the film.

01JOIN

Bring your machine. Build your cluster.

Your machine and your community, or a one-click deployable AI machine.

02LAUNCH

Launch a token. Pair it with NVIDIA.

Pairs with crypto or tokenised stocks. Trading accumulates the pair.

03EARN

Token fees pay active node providers.

Every request served pays, and every swap pays again.

04BUY

Fees buy the hardware.

A portion of every fee buys machines hosted and managed by Singularity, and adds them to your cluster. Then the loop runs again, bigger.

01020304
PRICING

Hold the token, pay a third less.

-0%on every request paid in the cluster token instead of dollars
TWO WAYS TO PAY. NO LOSING SIDE.

Pay in the cluster token and you pay a third less. Pay in dollars and the extra buys the token back and burns it. Either way, the operator earns exactly the same.

TOKEN LANE1.0× base cost
SAVED
  • YOUPay a third less for the same inference.
  • OPERATORStill earns the full 0.8.
STABLECOIN LANE1.5× base cost
BUYBACK + BURN
  • OPERATORStill earns the full 0.8.
  • TOKEN HOLDERSThe extra 0.5 buys the token and burns it. Buy pressure, less supply.
Operator 0.8Engine 0.2Premium 0.5, bought back and burnedShares of base cost. Buybacks are batched, never per request.
AN ILLUSTRATIVE CASE

A $1B market buys its own datacentre.

Fees come from trading volume, and part of every fee is set aside to buy machines.

01 · VOLUME$0.0B$1B cap × 3 turnover
02 · HARDWARE FUND$0M2% levy × 50% routed
03 · H100 GPUS0at ~$34.7k per owned node
One dot per machine: 865 GPUs

Illustrative, not a promise. Real volume, fees and hardware prices will differ.

SECURITY

Two tiers, and no overclaiming.

Integrity by economics. Confidentiality by silicon.

OPEN TIER
Hardware
Consumer devices. Macs, desktops, anything with spare cycles.
Integrity
Sampled audit re-execution within tolerance, plus stake slashing.
Confidentiality
Not claimed. Ever.
Best for
Public and non-sensitive workloads.
p · S > gAudit odds times slashable stake beats the gain from cheating.
CONFIDENTIAL TIER
Hardware
TEE GPUs and CPUs. H100/H200 confidential mode, Intel TDX, AMD SEV.
Integrity
Enclave attestation of the exact code and model hash.
Confidentiality
Hardware enforced. The operator is shut out of the enclave.
Best for
Sensitive and regulated workloads.
ATTESTEDProven before a single job is routed. No promise involved.
AGENTIC BY CONSTRUCTION

Every seat at the table can be an agent.

Pay, serve, launch. No queue, no human required.

01
PAY

An agent buys its own inference.

paid per request, no human in the loop

02
SERVE

An agent provides the compute.

staked, deployed, earning from every job

03
LAUNCH

An agent creates the market.

one call stands up a cluster and its token

QUESTIONS

The short answers.

How the money moves, who controls it, and where it runs.

A token launched on Doppler whose entire trading fee stream is collected to one address belonging to that cluster, then paid out to the GPU operators serving it. The token is the market. The cluster is the machines behind it.

Singularity Clusters

Start with the machine on your desk.

Join a cluster, serve inference, and take a share of the market it backs. No procurement, no minimum.

Run a node