All roads lead to quality data

Update Sapien smart contracts on Base Mainnet to match new protocol design and functionality

Release documentation for Task Definition Specification, an open standard for defining tasks

Release a toolchain for verification of computer vision datasets

Launch toolkit for adding data to the Sapien protocol, targeted at developers working with AI models

Complete S3-compatible integration work allowing task creators to maintain data control while participating in the Sapien protocol

Publish tooling and documentation for participants to contribute and validate data with Sapien

Release a web interface to easily view and understand protocol activity

Use zero knowledge proof of identity and qualification to gate task access

Native integration for agentic use cases and reinforcement learning workflows

Expand integrated tooling to support data types

Allow popular agentic systems to access the Sapien protocol via Agentkit Action

Release tooling to assist in authoring and publishing task definitions

Prepare for open sourcing of servers, oracles, and frontends

Release a web interface for task creation, monitoring, analytics and spend management

REST endpoints for consuming attestations in downstream systems

Comprehensive guides for agent builders and ML teams

Data preparation SDKs for additional types of data and toolset

Expand beyond Base to other chains and L2s

Partnerships with major AI platforms, data platforms and tooling providers

Incentivize third party tooling integration for a wide range of data modalities and toolsets

Allow the community to run and modify their own servers, frontends and integrations

Explore ZK attestations for sensitive validation tasks

Work toward industry-wide standards for dataset verification