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.
5,922 documents
The guide explains how Ethereum proof-of-stake validators secure the network and earn rewards, contrasting self-operated validators with pooled or delegated staking. It groups the main risks into slashing, withdrawal delays, ETH price volatility, provider…
The document explains Solana validators’ role in processing transactions and maintaining consensus, then outlines how SOL holders can compare validators using commission, estimated yield, active stake, uptime, software version, and operator identity. It…
The article describes tokenized Treasuries as blockchain-based representations of U.S. government debt, with smart contracts supporting issuance, redemption, and trading. It highlights potential 24/7 access, yield exposure, and on-chain transaction…
The document explains EigenLayer’s restaking model, in which staked ETH can also secure additional services such as oracles, sequencers, and other protocols. It frames this as a way to extend Ethereum’s security and reduce the resources needed for new…
The document describes stablecoins as assets designed to track reserve currencies or commodities, and the Lightning Network as a Bitcoin second layer that processes payments off-chain. It presents their proposed combination as a way to pair price stability…
The document introduces dark pool decentralized exchanges as trading venues that conceal orders and positions, aiming to reduce front-running and other exploitation of transparent pending transactions. It describes zero-knowledge proofs as a way to verify…
The document describes Supra as a Layer 1 blockchain and outlines its testnet performance claims, developer access phases, and planned ecosystem features. It reports a testnet throughput above 500,000 transactions per second, sub-second consensus latency,…
The document explains Ethena USDe’s synthetic dollar design, which pairs crypto collateral with short perpetual futures positions intended to offset changes in collateral value. It describes a basket that may include ETH, BTC, liquid-staking tokens, and…
The article explains how large SOL staking and wallet movements may affect circulating supply, liquidity, and market sentiment. It gives examples of a whale’s historical staking and holdings, a later unstaking and exchange deposit, and a large transfer from…
The document surveys institutional adoption of blockchain-based financial products, focusing on tokenized real-world assets such as U.S. Treasuries. It describes claimed benefits including continuous access, faster settlement, and lower transaction costs,…
The document describes a CeDeFi trading service that combines centralized account access with decentralized exchange execution across Solana, Base, and X Layer where available. Its stated design aims to reduce operational steps by providing an automatically…
The document frames Ethereum as range-bound amid weaker ETF inflows, reduced trading activity, profit-taking, and macroeconomic pressure. It notes a reported decline in futures open interest as evidence of deleveraging, suggesting less speculative…
The document examines WLFI’s token supply release plan, governance concentration, speculative trading, and proposed connection to the USD1 stablecoin. It says 20% of supply is initially released, with the remaining 80% subject to community votes through a…
The document surveys several BNB Smart Chain projects, focusing on ASTER, a perpetual futures decentralized exchange, STBL, a stablecoin protocol, and the MAXI Doge presale. It describes ASTER’s reported total value locked and its merger with APX, and…
The document introduces Solana as a smart-contract blockchain used for decentralized finance, non-fungible tokens, gaming, payments, and other applications. It describes SOL’s roles in paying transaction fees, staking to support network security, and…
The document explains how Ripple uses XRP as a bridge asset for cross-border transfers. Its proposed advantage is that financial institutions can source liquidity through XRP instead of keeping funds pre-positioned in multiple accounts, which may reduce…
The article explains how a borrower on Aave can face forced liquidation when falling collateral values push the loan-to-value ratio beyond protocol limits. It describes borrowers pledging assets such as wrapped Bitcoin, Ether, or Chainlink to borrow…
This guide explains Star Atlas as a Solana-based space strategy game with an economy built around tradable NFTs and two tokens. ATLAS is described as the utility token for in-game purchases and rewards, while POLIS supports governance through a player DAO.…
The report compares Telegram’s bot-centered activity with applications built on the TON blockchain. It argues that bots can earn transaction fees while operating largely independently of TON, and that native payments, wallet integration, grants, promotion,…
The document outlines X Empire as a Telegram-based tap-to-earn game connected to the TON blockchain. Players interact with a bot to collect points, enter leaderboard events, refer other users, and complete missions; the project describes X tokens as usable…
The article outlines SushiSwap’s development from a Uniswap fork into a decentralized exchange ecosystem. It explains the automated market maker model: users supply liquidity to pools, which the platform uses to facilitate swaps without a conventional order…
The article describes Nodepay as a decentralized platform that uses participants’ unused internet bandwidth to support real-time data retrieval for AI systems. It connects this model to retrieval-augmented generation, where current information can supplement…
The article presents a bullish case for Cardano, combining chart patterns with claims about network development, institutional interest, and market sentiment. It identifies cup-and-handle and inverse head-and-shoulders formations as possible breakout or…
The document is a sparse outline of a proposed discussion about Farcaster, a decentralized social media protocol, including its relationship to BNB Chain, hybrid architecture, growth, monetization, and comparison with centralized platforms. Most sections…