Protocol

Forge ledger — on-chain proof

Foundry's dashboard shows real numbers because every Forge runs a real on-chain lifecycle. This page is the receipt: each Forge and each interaction below links to the transaction on the 0G explorer. Nothing here is simulated.

What this is

Each Forge goes through the full protocol loop on 0G Aristotle: createForge → data / compute / capital contributions → evaluation → mintOwnership (the Ingot) → revenue received → revenue claimed. Every one of those steps emits an event with a transaction hash. The ledger groups them by Forge so you can trace any number on the dashboard back to its source.

12 forges · 74 proving transactions on 0G aristotle

Content-verified forges have a manifest whose content hash equals the on-chain modelSpec — the description is provably the one committed at creation.

The ledger

Forge 01 · 0x6401…34EB

Financial Filing Sentiment Classifier

A classifier that scores sentiment and risk tone in 10-K / 10-Q filing sections, tuned for the hedged language of financial disclosure.

classificationContent-verified ✓7 txns
Created0x4f18…CfE8 · 0xabb81ade…de06b0 · blk 33386108
Contribution · compute0x7A1C…7223 · 0xece47888…0cce10
Contribution · capital0x3479…A50c · 0xedcca01d…689f5f
Ingot #10 minted0x7ca2b18d…662caf · blk 33386273
Revenue received0.00050 OG from 0x4f18…CfE8 · 0x44e69615…8ec1b5
Revenue claimed0.00034 OG by 0x336D…8402 · 0x416d869a…57e4fb

Forge 02 · 0xE9FC…5932

Rust Unsafe-Code Auditor

A code model that reviews Rust `unsafe` blocks and explains the soundness obligations a reviewer must check.

generationContent-verified ✓3 txns

Forge 03 · 0x57e8…29e6

Yorùbá ↔ English Translator

An open translation model for Yorùbá, a tonal West-African language with ~45M speakers and no production-grade MT.

translationContent-verified ✓7 txns
Created0x4f18…CfE8 · 0xc6e0a285…3ad287 · blk 33385843
Contribution · compute0x7A1C…7223 · 0xb70a45a4…a468c3
Contribution · capital0x3479…A50c · 0x069579d5…bca233
Ingot #9 minted0x6dc6d204…c41e2e · blk 33385903
Revenue received0.00050 OG from 0x4f18…CfE8 · 0xedb558ac…51ecb3
Revenue claimed0.00034 OG by 0x336D…8402 · 0x3734ee0d…d1b1b0

Forge 04 · 0xc1f3…6130

Multilingual Legal Citation Embeddings

A dense embedding model for retrieving relevant case law across jurisdictions, where generic embeddings miss legal-citation semantics.

embeddingContent-verified ✓7 txns
Created0x4f18…CfE8 · 0xea0098a6…4c5457 · blk 33385724
Contribution · compute0x7A1C…7223 · 0x1a636c90…704402
Contribution · capital0x3479…A50c · 0x0bbb34cf…c8e16f
Ingot #8 minted0xe5a2f679…867d63 · blk 33385784
Revenue received0.00050 OG from 0x4f18…CfE8 · 0x955a7f64…401f0e
Revenue claimed0.00034 OG by 0x336D…8402 · 0xcbcd337d…353a8a

Forge 05 · 0x1e30…7B21

ICD-10 Medical Coding Classifier

A classifier that maps free-text clinical encounter notes to ICD-10 diagnosis codes, automating a slow, error-prone billing step.

classificationContent-verified ✓7 txns
Created0x4f18…CfE8 · 0x6de68325…bb4589 · blk 33385629
Contribution · compute0x7A1C…7223 · 0xf60349c7…935eab
Contribution · capital0x3479…A50c · 0xfe5ffdae…43ec30
Ingot #7 minted0x85eb8252…d86dd1 · blk 33385689
Revenue received0.00050 OG from 0x4f18…CfE8 · 0xb3719e5c…044d7b
Revenue claimed0.00034 OG by 0x336D…8402 · 0xf3de3d67…860713

Forge 06 · 0xdfBC…03f6

Bengali News Summarizer

An abstractive summarizer for Bengali news, a language with 270M+ speakers but almost no production summarization models.

generationContent-verified ✓7 txns
Created0x4f18…CfE8 · 0xe0f53626…72e18b · blk 33385514
Contribution · compute0x7A1C…7223 · 0xa455cea2…9c0aa9
Contribution · capital0x3479…A50c · 0x289a3133…f0ebce
Ingot #6 minted0xa7a72f12…217b35 · blk 33385569
Revenue received0.00050 OG from 0x4f18…CfE8 · 0x9f93369e…502860
Revenue claimed0.00034 OG by 0x336D…8402 · 0xdd17fe8e…16f293

Forge 07 · 0xcaf8…2531

Spoken-Hindi Intent Classifier

An intent classifier for code-mixed spoken Hindi-English (Hinglish), built for voice interfaces that India's existing NLU stacks handle poorly.

classificationOff-chain manifest7 txns
Created0x4f18…CfE8 · 0x06ca0fa3…522125 · blk 33381876
Contribution · compute0x7A1C…7223 · 0x205d2236…41ff4b
Contribution · capital0x3479…A50c · 0xd7582d27…359329
Ingot #5 minted0x06451aac…36a63a · blk 33381944
Revenue received0.00050 OG from 0x4f18…CfE8 · 0xf1ad9b80…251dfe
Revenue claimed0.00034 OG by 0x336D…8402 · 0xf1bbce4d…c60467

Forge 08 · 0xEff6…509d

Solidity Vulnerability Explainer

A code model that reads a Solidity function and explains likely vulnerability classes in plain English — reentrancy, unchecked math, access-control gaps.

generationOff-chain manifest7 txns
Created0x4f18…CfE8 · 0x8340ae91…aabe73 · blk 33381744
Contribution · compute0x7A1C…7223 · 0x4dde2c89…46d5c8
Contribution · capital0x3479…A50c · 0x77904a0e…20abd9
Ingot #4 minted0xe0b9c54d…3e5833 · blk 33381817
Revenue received0.00050 OG from 0x4f18…CfE8 · 0xd8200d6d…384424
Revenue claimed0.00034 OG by 0x336D…8402 · 0x437f3d9a…0b43da

Forge 09 · 0xC39b…2d64

Clinical Note De-Identification

A model that detects and redacts protected health information in free-text clinical notes, so hospitals can share data for research without leaking patient identity.

classificationOff-chain manifest7 txns
Created0x4f18…CfE8 · 0x8ee15429…da43ec · blk 33381633
Contribution · compute0x7A1C…7223 · 0x5f461cb3…9c2822
Contribution · capital0x3479…A50c · 0x7ebb1117…698e3e
Ingot #3 minted0x5e557f51…ee7189 · blk 33381710
Revenue received0.00050 OG from 0x4f18…CfE8 · 0xea71c2c5…fd90e8
Revenue claimed0.00034 OG by 0x336D…8402 · 0x75c05a9a…53ac64

Forge 10 · 0x5D08…0A12

Chemistry-Paper Retrieval Embeddings

A dense embedding model tuned for semantic retrieval over chemistry and materials-science literature, where general-purpose embeddings miss reaction and compound nuance.

embeddingOff-chain manifest1 txns
Created0x4f18…CfE8 · 0x78ac19ed…b22747 · blk 33381550

Forge 11 · 0x2414…9adc

MSA Risk-Clause Classifier

A contract-intelligence model that flags risky clauses in software Master Service Agreements — uncapped liability, auto-renewal, IP assignment, unilateral termination.

classificationOff-chain manifest7 txns
Created0x4f18…CfE8 · 0x2249228f…6cbdd3 · blk 33381438
Contribution · compute0x7A1C…7223 · 0x3b2ab3f1…f42dd7
Contribution · capital0x3479…A50c · 0xb340ade0…67ade4
Ingot #2 minted0xe395ec73…24803f · blk 33381514
Revenue received0.00050 OG from 0x4f18…CfE8 · 0x4b2b3d69…9d7cf8
Revenue claimed0.00034 OG by 0x336D…8402 · 0x872df575…ccdb6f

Forge 12 · 0x221c…24E3

Konkani ↔ English Translator

An open-weights translation model for Konkani, a low-resource Indian language with no production-grade MT. Trained from community-contributed parallel text.

translationOff-chain manifest7 txns
Created0x4f18…CfE8 · 0xc24b1b15…4a12c8 · blk 33381336
Contribution · compute0x7A1C…7223 · 0xf5c9065f…2c11e2
Contribution · capital0x3479…A50c · 0xaaeaf4cb…539651
Ingot #1 minted0x02abde90…9f8fcc · blk 33381406
Revenue received0.00050 OG from 0x4f18…CfE8 · 0x842779b7…d016db
Revenue claimed0.00034 OG by 0x336D…8402 · 0x368419ae…9922c2

Verify it yourself

Pick any transaction link above — it opens the 0G explorer at https://chainscan.0g.ai. Or query the contracts directly: the dashboard reads the same ForgeCreated, IngotMinted, ContributionLogged, RevenueReceived, and RevenueClaimed event logs this page does. Same source, no middle layer.