Side-by-side comparison of AI visibility scores, market position, and capabilities
thirdweb is a full-stack Web3 development framework with smart contract tools, embedded wallets, and onramp payment infrastructure for any blockchain.
thirdweb is a full-stack Web3 development platform that provides the tooling layer for teams building on-chain applications, games, and commerce experiences. Its smart contract framework includes a library of audited, pre-built contracts for common use cases — ERC-20 tokens, NFT collections, marketplaces, staking, and governance — which developers can deploy to any EVM chain directly from a dashboard without writing custom Solidity. For teams that do write custom contracts, thirdweb's CLI and SDKs handle ABI generation, type-safety, and frontend integration automatically, shortening the feedback loop between contract development and frontend consumption.
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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