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 article outlines Blockchain-MLTrustNet, a proposed framework for trust management in Internet of Vehicles networks. It combines adaptive graph sharding, which partitions a network according to vehicle mobility and transaction density, with deep…
This overview presents Cocoon as a decentralized AI compute marketplace built on TON, connecting GPU providers with developers who need processing capacity. GPU owners are described as earning Toncoin for completing AI workloads. For confidential processing,…
The document presents Hive AI as a modular network of agents intended to coordinate on-chain and off-chain tasks in decentralized finance. The described applications include portfolio management, risk analysis, trading, sentiment analysis, token analysis,…
The document introduces Bittensor as a decentralized machine learning network organized around subnets, and describes TAO’s scheduled issuance reduction. It compares TAO’s capped supply and halving structure with Bitcoin’s, presenting lower issuance as a…
The document introduces Bittensor as a blockchain network that rewards participants for contributing machine-learning models, rather than for solving proof-of-work puzzles. It describes subnets as specialized networks for tasks such as data storage, protein…
The report reviews Q3 crypto conditions and OKX Ventures’ investments across Bitcoin, Ethereum, public chains, AI, and blockchain data. It connects Federal Reserve rate cuts and reported spot Bitcoin ETF inflows with market conditions, and cites Ethereum…
The document surveys proposed uses of artificial intelligence in decentralized finance, especially routing trades across exchanges and managing liquidity pools. It describes algorithms that compare routes to reduce slippage and transaction costs, alongside…
The article presents Bittensor as a blockchain network that rewards contributors to decentralized machine learning. It describes nodes contributing model training, data, or computing resources in exchange for TAO, and contrasts this incentive model with…
The article presents Cookie DAO as an analytics and data platform for tracking crypto AI agents. Its dashboard is described as combining blockchain and social signals, including market capitalization, engagement, token-holder growth, and impressions, with a…
The article surveys cryptocurrencies linked to artificial intelligence, describing proposed uses such as decentralized AI services, data analysis, automation, and blockchain efficiency. It connects interest in these tokens to Nvidia’s hardware and…
The document presents Manus as a general-purpose AI agent that runs tasks asynchronously in the cloud, allowing a user to leave while work continues. Examples include building websites, analyzing stock trends, comparing insurance policies, sourcing…
The article describes zkWASM as a way to combine zero-knowledge proofs with WebAssembly execution. Zero-knowledge proofs can let a verifier check a claim without seeing the underlying information, while WebAssembly provides a runtime for applications written…
This article surveys Web3 developments in financial access, stablecoins, startup support, leadership, social platforms, and decentralized AI. It describes BreadAfrica as connecting crypto and fiat services across several African countries, with emergency…
This article explains Bittensor as a blockchain-based marketplace where AI model contributors are rewarded according to utility or performance. It places the project within decentralized infrastructure networks and describes its transition from a Polkadot…
The document introduces HeyAnon as a DeFi platform that uses conversational AI and aggregated information to help users interact with on-chain services. It describes natural-language requests for activities such as staking, swapping, and borrowing, alongside…
The document introduces Boundless (ZKC) as a blockchain protocol using zero-knowledge proofs to support privacy and scalability. It describes integration with RISC Zero’s zkVM, where computations are performed off-chain and proofs are used to support…
The document attributes NOVA’s reported price decline to several possible pressures: a broader crypto downturn, macroeconomic uncertainty, regulation, and a lack of project updates. It argues that smaller crypto assets may be especially volatile when…
The article surveys several developments in crypto markets: stablecoin use for payments and cross-border transfers, artificial intelligence tools for trading and fraud detection, tokenization of assets such as property, gold, and government debt, emerging…
The article explains Verasity as a blockchain project aimed at reducing digital advertising fraud. Its core concept is Proof of View, a system said to analyze ad views and interactions in real time, using machine learning to identify bots and fraudulent…
The document introduces autonomous software agents in crypto and describes several project models. Virtuals Protocol is presented as a system for tokenizing agents and sharing their revenue among co-owners. Other examples include a gaming agent that…
The document surveys uses of zero-knowledge proofs across blockchain infrastructure, including Ethereum rollups, decentralized identity, real-world asset tokenization, decentralized exchanges, and applications in DeFi, gaming, and NFTs. It describes rollups…
The article introduces crypto tokens tied to AI services and describes their possible roles in transactions, governance, and access to decentralized applications. It profiles five projects: a decentralized AI alliance, a GPU rendering marketplace, an…
The article explains why Bitcoin mining companies may diversify into artificial intelligence and high-performance computing (HPC). It links this shift to pressure on mining economics, including lower block rewards after halving events and rising energy…
The document introduces decentralized science, or DeSci, as an effort to apply blockchain tools to scientific funding and research. It describes Sapien Capital, a fund established by the Sei Foundation, as investing in both tokens and equity, with a focus on…