01 / CreationImplemented
[+_+]
AgentFactory
Creates lightweight agent instances with a shared implementation and a pinned engine reference.
On-chain intelligence / RH ChainGH0ST / Research edition ↙
FIG. 001 / NEURAL APPARITIONDOT MATRIX
X 0.00 / Y 0.00MOVE TO ENERGISE / CLICK TO RIPPLE
hello, observer.
OUR MISSION / RH CHAINAn LLM.
An LLM.
On the chain.
Our mission: the world’s first fully functional on-chain LLM and agent. The LLM runtime is deployed on RH Chain; autonomous agent actions remain in research.
500 CONTRACTS / RUNTIME DEPLOYED
500 contracts deployed. Model weights and inference runtime on RH. Connect your wallet to quote a bounded request.
DEPLOYED STAGEWEIGHTS + KERNEL + INDEX + RUNTIME
RUNTIMEDEPLOYED / WALLET FUNDED
01 — A life written in contracts.Scroll to decode ↓
500 DEPLOYED
RH mainnet contracts
Including 2 historical pilots
Including 2 historical pilots
15.360B GAS
15,359,893,400 deployment gas
Charged across all 500 receipts
Charged across all 500 receipts
0.324806 ETH
0.324805606209776 ETH paid
Deployment fees · 20 Oct 2026
Deployment fees · 20 Oct 2026
RUNTIME LIVE
35,852 bytes · 288 checkpoints matched locally
Requester-funded inference
Requester-funded inference
01 / The live runtime
Ask the chain.
Your prompt becomes contract computation. Your wallet funds it. Confirmed token IDs become the response. There is no off-chain AI answering here.
RH mainnet · connect to verify runtime4-bit Falcon · 64 tokens total
Fee caps and executor
The selected executor submits continuations and pays network fees first, earning withdrawal credit from escrow. With your own wallet, each transaction needs wallet confirmation. No hosted executor is configured. A short chat can require roughly 1,500 transactions.
Connect a wallet to RH Chain. Reading a quote does not spend gas.
Loading the pinned client-side tokenizer…
Confirmed on-chain response
No request started. Responses are read from the runtime, never fabricated by the website.
No session selected.
Transaction record
02 / The architecture
An open machine.
Nothing to hide.
Nothing behind the curtain. Every component has a purpose. Select a node to inspect its role, its boundaries, and the code behind it.
GH0ST / System topologyArchitecture view · not live
Shared infrastructure / isolated agent stateCLICK TO INSPECT / DASHED BOX = INTEGRATION PENDING
Connections show architectural relationships, not observed transactions. The prepaid LLM runtime is deployed and connected to the chat above. This diagram illustrates the separate research controller, which is not integrated with that runtime; observations are state inside the controller.
03 / Execution theatre
Follow
every move.
Walk through the controller's event vocabulary. Play, pause, or step through a clearly labelled illustration—nothing here is presented as a real transaction.
Illustrative demo
[0_0]
The machine is ready.
Choose a scenario, then trace the path from a new agent to a completed run.
SIMULATION ONLY / No wallet, RPC connection, real funds, transaction hashes, or model inference.
Execution sequence00 / 05
04 / From prompt to action
Read the mechanism.
Not just the marketing.
The controller and a separate bounded inference prototype are implemented. Public inference and their integration remain pending. Follow the mechanism and its current limits.
Under the hood
05 / The contract index
500 contracts.
Every receipt.
The live registry covers the complete model and runtime deployment. The older controller cards below are research source, not additional mainnet deployments.
02 / ControlImplemented
[0_0]
OnchainAgent
Enforces recipient permissions, spending limits, action bounds, and owner-controlled cancellation.
03 / ComputeInterface only
{·_·}
IOnchainInference
Defines how jobs begin, advance, and return structured results. The prepaid runtime is deployed for token generation. This historical controller interface still requires an adapter and action integration.
Deployment gas consumed15,359,893,400
Download all 500 records ↗500 verified contracts · 0.324805606209776 ETH in deployment fees. Gas was consumed by deployment; this is not a GH0ST-token burn or an inference fee.
| Contract | Verified address | Deployment gas | Fee (ETH) |
|---|
Loading receipt-backed records…
Deployed / GH0STRuntime
0x69996912a59a241763c71810193cf1021ddbb8c0Prepaid generation, bounded progress, fee ceilings, requester cancellation and credit withdrawals. Entire runtime matched the tested bytecode pin. Creation: 7,807,400 gas · 0.0001622533868 ETH.
Runtime ABI ↗Use the runtime ↗06 / The achievement record
Built. Measured.
On the record.
500 contracts deployed on RH Chain, including the prepaid inference runtime. Complete inference validated locally. Each milestone links to its evidence, with its scope intact.
499
Contracts in the published RH record
497 four-bit contracts: 495 immutable weight shards, one matrix kernel and one address index. Two earlier pilots and the prepaid runtime bring the total to 500. Every full runtime was reverified in the final reconciliation.
Deployment report ↗288
Layer checkpoints matched
The chat-template prompt “Hi” produced “Hello!” in a local EVM mirror using the deployed code. All 288 fixed-point layer checkpoint hashes matched the independent reference.
Inference evidence ↗165,440
Matrix output rows verified
The selected cross-shard pass checked 217 matrices and 90,996,736 weights. All output rows matched exact integer arithmetic. Matrix execution is only one part of token generation.
Kernel measurements ↗48.63 MB
Four-bit research candidate
495 shards preserve the pinned model export. Held-out next-token agreement was 79.67% against the original model across 300 positions: material behavioral drift, not a task-accuracy score.
Quality and provenance ↗48.36%
Less gas on the same smoke test
The bounded runtime’s three-position smoke test fell from 15.957B to 8.241B continuation gas. The current prepaid “Hi” test is a different workload: 33.891B gas across 1,546 local transactions.
Runtime cost record ↗Bounded
Controller permissions and state
AgentFactory and OnchainAgent implement isolated owners, allowlisted transfers, spending and action limits, observations and cancellation. Controller tests use a scripted engine; the new inference prototype is separate.
Controller source and tests ↗20 OCT 2026 / REPOSITORY SNAPSHOT
The runtime is deployed. The research continues. The 35,852-byte prepaid runtime is deployed, byte-for-byte verified and available through the wallet chat above. All 288 layer checkpoints matched locally. Autonomous action-controller integration and a financially feasible execution design remain research work. No paid mainnet chat has been run by the team as part of this release.
Read the complete runtime record ↗This is a dated repository record, not a live chain query or an independent audit. The world-first language states the project’s mission; priority has not been established by this evidence. The execution theatre remains a labelled historical controller simulation, separate from the live wallet chat. Model attribution: built using artificial intelligence technology from the Technology Innovation Institute.
07 / The research timeline
Built in steps.
Recorded in full.
20 October 2026. Experiments, deployments and costs—linked to their source evidence. Research remains ongoing.
Falcon-H1-Tiny-90M selected.
Original upstream model pinned. Six-bit and five-bit work preserved before the 48.63 MB four-bit export.
Model provenance ↗First contracts on RH.
Two historical six-bit pilots. 14,071,366 gas · 0.000283860789728 ETH.
Pilot receipts ↗All weights and the immutable index.
4,000,758,321 gas · 0.084967911586284 ETH. Every shard runtime verified.
Completed weight stage ↗“Hi” becomes “Hello!”
288 layer checkpoints match. Prepaid accounting, cancellations and refunds pass local validation.
Full validation ↗Prepaid runtime deployed.
7,807,400 gas · 0.0001622533868 ETH. Verified byte for byte on RH mainnet.
Runtime receipt ↗Make on-chain intelligence financially feasible.
Reduce execution and upfront capital requirements, broaden validation, and integrate bounded agent actions.
Explore the research ↗
$GH0ST / Research commitment
Every fee.
Further forward.
100% of $GH0ST trading fees received by the project will be used for further research toward a financially feasible on-chain LLM and agent.
This is the project’s allocation policy. It is not an assertion that all exchange fees are under project control or that an audited fee-routing contract is deployed. Collection addresses and an automatic routing mechanism have not been supplied.
08 / Contacts
Find the signal.
The project’s established public channels. Research, releases and the full source record.
What is live, and what is simulated?
The prepaid runtime and 499 supporting/historical contracts are deployed on RH. The Chat section reads and writes the verified runtime through your wallet. Its output comes from confirmed on-chain state. The Execution Theatre is separately labelled as a historical controller demonstration; it does not run a model.
Why is the deposit larger than expected consumption?
The contract quotes a conservative maximum for all allowed work and fee caps, not an exact future network fee. At the recorded prices, the short chat’s deposit is around 17–21 ETH while local measured compensation was about 0.72 ETH. Funding a request does not guarantee completion. Unused escrow becomes credit on completion or cancellation, and you withdraw it with a separate transaction.
Who executes and pays for continuation transactions?
The requester prepays escrow and chooses an executor. With the connected wallet as executor, this browser queues transactions for your wallet to confirm; each initially spends wallet gas and earns capped escrow credit. The queue stops when this tab closes. No hosted executor service is claimed. Progress can be resumed from the session ID.
Are autonomous agent actions live?
The deployed runtime generates token IDs. The separately published controller demonstrates bounded transfers, notes and observations in local scripted tests. It is not integrated into this deployed runtime. A fully autonomous production agent and general financial feasibility remain research goals.
What will $GH0ST trading fees fund?
The project commits 100% of $GH0ST trading fees it receives to further research toward a financially feasible on-chain LLM and agent. This is a project allocation policy, not a claim that every exchange fee is controlled by GH0ST or automatically routed by a verified fee contract.