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The Graph is the decentralized indexing protocol for querying blockchain data via GraphQL, removing the need to build custom on-chain data pipelines.
The Graph is a decentralized indexing protocol that makes blockchain data queryable through standard GraphQL APIs, solving one of the most persistent engineering challenges in Web3 application development. Reading complex on-chain data — such as a user's historical trades across a DEX, the ownership history of an NFT collection, or the current state of a liquidity pool — requires either running indexing infrastructure or making hundreds of sequential RPC calls. The Graph replaces this with "subgraphs": developer-defined indexing schemas that continuously process on-chain events and expose structured, queryable endpoints.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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