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 describes Virtuals Protocol, a crypto platform for creating and tokenizing autonomous AI agents intended for uses such as gaming, DeFi, and social media. It introduces the GAME framework and Agent Commerce Protocol as infrastructure for agent…
The article surveys cryptocurrency venture funding in Q2 2025, reporting a quarterly total of $10.03 billion and identifying June as the largest contributor at $5.14 billion. It describes investor interest in blockchain infrastructure, decentralized finance,…
The article outlines Aethir’s decentralized GPU-as-a-service model, in which independent providers supply computing capacity for workloads such as AI and cloud gaming. It describes the ATH token as supporting transactions, governance, and incentives, and…
This broad guide introduces several tools used in blockchain-based markets. It explains copy trading as a way to mirror selected traders, describes bots as systems that execute predefined rules, and presents Web3 wallets as non-custodial access to multiple…
The document introduces Space and Time’s Proof of SQL as a system intended to let smart contracts and other applications verify database processing. It describes a zero-knowledge circuit that produces evidence about query results, aiming to make analytics…
The document outlines possible growth drivers for XRP and Cardano, alongside a broader discussion of artificial intelligence applications in blockchain projects. For XRP, it points to regulatory clarity, financial partnerships, and institutional use in…
The document outlines Numerai’s approach to combining forecasts from a global community of data scientists. Contributors submit encrypted machine-learning models, and the platform aggregates them into a stake-weighted meta model. Participants stake Numeraire…
The document describes the FLOCK Strategic Reserve as a proposed way to combine blockchain operations, privacy preserving AI, and FLOCK token holdings in an institutional setting. It outlines federated learning as the basis for collaborative AI training…
The article describes Nodepay as a decentralized AI platform that rewards users for sharing spare internet bandwidth through privacy-protected nodes. It says the network uses the resulting data streams to support real-time retrieval for AI inference,…
The document describes Sigma Music Token as part of Auto.fun, a platform for creating and monetizing AI agents. It outlines proposed artist-to-fan uses: agents could manage token-gated access to music and events, while blockchain payments let fans support…
The document surveys several themes in institutional finance, including corporate cryptocurrency holdings, BNB’s token burns, AI-assisted portfolio allocation, green-bank financing, tax-loss harvesting, and generative AI in wealth management. Its…
The document outlines Loomlay as a no-code platform for creating and deploying autonomous agents that can collaborate through blockchain applications. It describes agent wallets, a plugin ecosystem, and ways creators may monetize agent capabilities,…
The document introduces AVA as a token associated with Holoworld AI and its interactive 3D avatar project. It describes avatars with generated personalities and emotional expression, brought to life through motion video for potential use in social media,…
The document describes Beam, Aethir, and Sophon as projects connecting decentralized computing, blockchain, artificial intelligence, and gaming. Aethir is presented as pooling idle GPUs into a cloud network for workloads such as AI training and game…
The document presents Tea Protocol as a Solana-based project that proposes AI and machine-learning features for decentralized applications, including a perpetual-contract decentralized exchange. It claims the system would analyze market data to improve…
The article describes Pi Network’s shift from mobile mining toward a utility-focused blockchain ecosystem, centered on generative AI tools and no-code application creation. Pi App Studio is presented as a way for users to build decentralized applications…
The article compares blockchain-based Web3 AI with decentralized approaches that use federated learning, peer-to-peer networks, and edge computing. It argues that blockchain can provide transparency and immutable records, but may add cost and complexity…
The article surveys proposed ways artificial intelligence and blockchain can complement each other. It describes AI tools for predicting maintenance needs and detecting security weaknesses in blockchain networks, and blockchain mechanisms for decentralized…
The document describes Irys as a blockchain platform combining data storage with an EVM-compatible execution layer. Its central concept is programmable data: instructions can be associated with stored information so decentralized applications and AI agents…
The document surveys proposed uses of artificial intelligence in cryptocurrency markets and decentralized finance. It describes trading bots that analyze sentiment, respond to changing conditions, and automate strategies such as arbitrage and portfolio…
The document outlines zkPass, a protocol intended to verify information from HTTPS sources without requiring users to disclose the underlying personal data. It describes combining zero-knowledge proofs, multi-party computation, and a three-party TLS method…
The article outlines DeepSeek’s origins, its association with founder Liang Wenfeng and the High-Flyer quant hedge fund, and the attention drawn by its AI models and app. It describes the platform broadly as using machine learning, data processing, and cloud…
The document explains Fourier Transform Noise Spectroscopy (FTNS) as a way to estimate a quantum system’s noise power spectrum from free induction decay or spin echo measurements. It contrasts this approach with dynamical decoupling noise spectroscopy, which…
The document presents Dreamscape as a platform applying AI and blockchain to smart contract deployment, data verification, education, and creative production. It describes AI tools as a way to make contract development more accessible, and says the platform…