Sapien
UnknownOpen infrastructure that adds verifiable quality signals and onchain attestations to AI pipelines.
Informações da ferramenta
O que é Sapien?
Sapien is open infrastructure that provides a trust layer for any AI pipeline. It lets you define quality via Task Definition Specs, obtain independent stake-weighted consensus from contributors and validators, and issue onchain attestations that can be consumed for training data, fine-tuning, evaluation, and production decisions.
Recursos principais
Define Quality
Create a Task Definition Spec (TDS) that specifies what 'good' looks like for a given task, then submit data points for evaluation, labeling, or improvement and register the task onchain.
Validate with Economic Consensus
Contributors stake and submit work while validators review via commit-reveal; stake-weighted consensus determines acceptance, with validators earning or being slashed.
Onchain Attestation
Write the consensus result onchain so systems can consume an immutable quality signal containing who created it, who validated it, and what consensus was reached.
Data Stays Offchain
User data never leaves the user's systems; only the attestation (provenance and consensus) is written onchain.
Casos de uso
- #1
Training Data
Register tasks onchain and open them to contributors for verifiable labeling and quality assessment of training data.
- #2
Fine-Tuning
Validate preference data at the source with independent consensus before fine-tuning.
- #3
Evaluation
Insert verifiable quality gates into evaluation pipelines.
- #4
Production
Perform real-time verification for safety-critical decisions made by agents, models, or autonomous systems.
Planos de preços
Product is currently offered via waitlist and request-access forms for early access; no pricing tiers or costs are disclosed on the homepage.
Alternativas
Perguntas frequentes
What is Sapien?
How does Sapien work?
Does my data go onchain?
Who is Sapien for?
Is Sapien publicly available and what does it cost?
What can I use Sapien for?
Sapien Contato e mídias sociais
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