Claims
Turning research papers into verifiable, machine-readable scientific claims
Computers compete to deliver the best results for a specific real-world task.
The simplest explanation
Like a competitive marketplace where the best performance wins.
Everything you need to understand Claims
No jargon. No whitepapers. Just the facts.
The Problem
Trillions of dollars of scientific knowledge sits locked in unstructured PDFs that AI cannot reliably reason over or verify; citation tools retrieve but don't structure or ground claims.
What Claims Does
Computers compete to deliver the best results for a specific real-world task.
The Edge
Open incentive mechanism that grows a canonical, evidence-grounded claim graph; agent-based extraction (dspy-react/langchain) audited on-chain for source grounding rather than centralized editorial curation.
What's the closest mainstream equivalent?
The best way to understand a new technology is to compare it to something familiar.
Open incentive mechanism that grows a canonical, evidence-grounded claim graph; agent-based extraction (dspy-react/langchain) audited on-chain for source grounding rather than centralized editorial curation.
How does Bittensor make this possible?
Claimsuses Bittensor's incentive layer to build something no single company could run alone.
Miners compete
Participants (called miners) on the Claims subnet compete to produce the best outputs for decentralized science tasks. Anyone with the right hardware can join.
Validators score the work
Validators continuously evaluate miner outputs against objective benchmarks. The best performers rise, the worst are replaced. There's no human committee — the protocol decides.
Rewards flow to the best
Miners are paid in the Claims alpha token in proportion to how good their work is. This creates a continuous competitive pressure that drives quality up and cost down — structurally, not just as a promise.
The whole network benefits
Because every participant is aligned toward the same goal — producing the best decentralized science results — the network improves continuously without requiring a central team to manage it.
Frequently Asked Questions about Claims
What is Claims on Bittensor?
Claims is Subnet 111 (SN111) on the Bittensor network — a decentralized AI protocol built on the TAO blockchain. Computers compete to deliver the best results for a specific real-world task.
What problem does Claims solve?
Trillions of dollars of scientific knowledge sits locked in unstructured PDFs that AI cannot reliably reason over or verify; citation tools retrieve but don't structure or ground claims.
How is Claims different from Semantic Scholar / Elicit / scientific knowledge graphs (Scite.ai citation-context)?
Open incentive mechanism that grows a canonical, evidence-grounded claim graph; agent-based extraction (dspy-react/langchain) audited on-chain for source grounding rather than centralized editorial curation.
What is the Claims token?
The Claims subnet has its own alpha token on Bittensor's dTAO system. It trades in the Bittensor liquidity pool and its price reflects market demand for the subnet's services.
Is Claims a good investment?
AlphaGap tracks Claims using its aGap score — a composite of development activity, token flow, and social signals. This page is for informational purposes only and is not financial advice. Always do your own research before making any investment decisions.
Want real-time intelligence
on Claims?
AlphaGap tracks signals, whale flows, developer commits, and the aGap score for every Bittensor subnet — updated continuously. Find the alpha gap before everyone else.
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