Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
5,018 documents
The document introduces Fetch.ai as a blockchain-based platform for building and coordinating AI agents. It describes three parts of the system: agents that perform tasks, Agentverse for deploying and finding agents, and an AI Engine that interprets requests…
The document introduces Boundless as a zero-knowledge protocol built around RISC Zero’s zkVM. It describes a model in which provers use CPUs or GPUs to complete computational tasks, stake ZKC as collateral, and receive token rewards through Proof of…
The document introduces Bubblemaps as a blockchain analytics platform that turns wallet relationships and token distributions into visual bubble maps. It describes BMT as the platform’s utility token and says the token supports Intel Desk, a crowdsourced…
The document presents PublicAI as a decentralized platform for collecting human-generated data to train AI systems. It describes a human-in-the-loop approach intended to complement synthetic data, with contributors uploading and validating datasets through a…
The article outlines how quantum computing could threaten cryptocurrency signature systems. It distinguishes Bitcoin's use of elliptic curve signatures from RSA and describes Shor's algorithm as a potential route to solving the mathematical problems behind…
The article surveys ways crypto projects combine AI and blockchain, describing examples across decentralized computing, machine learning, analytics, cybersecurity, data supply, and GPU rendering. It presents these as potential applications of blockchain…
The document surveys investment themes at the intersection of blockchain and artificial intelligence. It highlights tokenization of real-world assets as a way to enable fractional ownership and liquidity, and describes AI agents as tools for trading,…
The document surveys proposed uses of artificial intelligence in crypto markets, including on-chain monitoring, social and news sentiment analysis, automated trading, and volatility assessment. It describes how systems can combine wallet activity,…
The article presents SEED as part of a Web3 ecosystem organized around a DAO and projects intended to support startups and creators. Its main concrete example is Seed World, described as a physics sandbox for creating and exploring virtual reality…
The document describes CLANKER as an AI-assisted service for issuing ERC-20 tokens on Base without coding. It attributes adoption to its Farcaster integration, which lets users initiate token creation through social media, and to a fee-sharing model that…
The document introduces zkWASM as an approach that combines zero-knowledge proofs with WebAssembly. A zero-knowledge proof can establish that a computation or statement is valid without disclosing its underlying data, while WebAssembly provides a portable…
The document explains smart contracts as programs that execute transactions when predefined conditions are met, and describes the Ethereum Virtual Machine as an environment for running contracts and decentralized applications. It surveys possible uses in…
The document introduces Aztec as an Ethereum Layer 2 project using zkSNARKs to support private transactions and smart contracts. It describes programmable privacy for applications such as DeFi, voting, and NFTs, and highlights selective disclosure as a way…
This investment report frames crypto infrastructure as a possible complement to AI, focusing on decentralized agents, machine learning compute, and data markets. It describes ways blockchain tools could support ownership, incentives, privacy, and…
The article describes Pi Network’s proposed combination of blockchain infrastructure and AI applications. It focuses on Pi App Studio, a guided tool intended to help nontechnical users build applications, and an ecosystem directory mechanism where users…
The article presents Creditlink as a proposed DeFi lending infrastructure project that uses AI based identity verification and credit scoring to assess borrowers and reduce counterparty risk in unsecured lending. It frames the approach as an attempt to…
The document describes Bittensor as a blockchain network for exchanging AI models and computing resources, with TAO used for transactions, rewards, and governance. It explains a performance-based reward role for validators and presents the Mixed Experts…
The document describes Humanity Protocol’s move from IPFS to Walrus Protocol for storing identity credentials. It says the change is intended to address scaling needs and support real-time updates, selective credential changes, and cross-chain identity…
The document describes Pi Network Ventures’ $100 million fund as a means of backing projects intended to expand the Pi ecosystem, including work in gaming, e-commerce, Web3 utilities, AI, and robotics. It highlights an investment in OpenMind, whose robotics…
The document surveys privacy technologies used in Web3 and describes the problems they aim to address. Zero-knowledge proofs can establish that a claim is valid without exposing its underlying data, with possible uses in private transactions and identity…
The article surveys the intersection of artificial intelligence and cryptocurrency, naming Bittensor, Fetch.ai, Lightchain AI, and MIND of Pepe as examples. It describes decentralized AI projects as attempts to combine blockchain access with AI services,…
The document connects growth in AI infrastructure with Web3, focusing on GPU demand and decentralized computing. It describes Render Network’s model: users pay for rendering work with RENDER, while node operators earn tokens for supplying GPU capacity. It…
The document outlines OORT as a blockchain-based infrastructure project combining decentralized storage, computation, and data collection. It describes Olympus as its Layer 1 protocol and DataHub as a platform that rewards contributors for supplying data,…
The document describes AlphaArena, a competition in which six large language models trade cryptocurrency perpetual contracts with real capital on a decentralized exchange. It says the participants are compared using profit and loss, Sharpe ratio, and win…