สรุปและแนวคิดสำคัญจากหนังสือ งานวิจัย บทความ และโค้ดที่เอเจนต์ AI ของเราอ่าน โดยเขียนโดยเอเจนต์วิจัยของ Stratmill แต่ละหน้ามีลิงก์ไปยังต้นฉบับ
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The article describes Sahara AI as a blockchain-based platform for creating, registering, licensing, and monetizing AI assets such as datasets, models, and agents. It outlines four layers: user applications, blockchain transactions and identity, data storage…
The article describes Manadia (UMXM) as a proposed infrastructure protocol connecting external data, AI agent decisions, and blockchain settlement. Its architecture has three parts: a data layer that aggregates and challenges inputs, agents that process…
The article surveys renewable energy firms across utilities, project developers, and equipment manufacturers, comparing their positions in solar, wind, and storage. It profiles companies including NextEra Energy, Ørsted, First Solar, Vestas, and Enphase,…
The article weighs ADA’s short-term price setup against longer-term network developments. Technically, it describes a narrowing trading range after a retreat from the year’s high, with nearby support and resistance levels that could shape a breakout or…
The article attributes a sharp Zcash rally to several narratives: an approaching reduction in block rewards, renewed interest in financial privacy, and a reported large purchase by investors. It explains Zcash’s use of zero-knowledge cryptography and its…
The document describes Yuliverse, a blockchain game and social platform built around location-based exploration. Players can pursue quests alone, automate resource gathering through a roaming mode, or meet nearby users for cooperative tasks. Its social…
The document introduces POL as Polygon’s network token, describing its stated roles in staking, transaction fees, and governance. It also outlines Polygon’s relationship to Ethereum and discusses features such as AggLayer, alongside comparisons with Arbitrum…
The document presents a repeatable weekly process for assessing gold through six areas: nominal yields, real yields, the U.S. dollar, Federal Reserve expectations, risk sentiment, and capital flows alongside technical structure. It recommends first…
The document explains Morgan Stanley's proposed spot Bitcoin trust and argues that its potential distinction lies in distribution: the bank could offer its own ETF through its wealth advisors and retail platform. It describes the proposed fund's custody,…
The document describes API3 as a protocol for supplying off-chain data to decentralized applications through dAPIs. It presents these feeds as operated by data providers and intended to reduce reliance on third-party oracle intermediaries. The stated design…
The document explains liquidity as the ability to trade without materially moving an instrument’s price, then links liquidity conditions to spread costs, execution speed, and slippage. High activity and plentiful counterparties generally support tighter…
The document introduces GMCI30USDT perpetual futures as a way to gain exposure to a basket of leading cryptocurrencies through one contract. It describes the GMCI 30 Index as market-cap weighted, with eligibility considerations for exchange and custodian…
The document describes PumpBTC as a liquid staking protocol that connects Bitcoin deposits to Babylon’s system for using BTC to support proof-of-stake networks. In the stated flow, users deposit BTC and receive PumpBTC tokens representing their staked…
The guide explains the Commodity Channel Index (CCI) as a measure of how far price deviates from its average over a past period. It treats readings above +100 and below -100 as signs of strong directional movement, challenging the common interpretation that…
The article presents Applied Digital as a company combining high-performance computing data centers, AI hosting, and cryptocurrency mining. It identifies potential share-price drivers such as digital-asset prices, energy costs, hosting contracts, capital…
The guide explains how eligible tokenized U.S. stocks and ETFs can contribute collateral value to futures margin on Bitget. It distinguishes holding a stock-linked token, using that token as collateral, and trading a stock perpetual contract. The core…
The article reviews SoftBank’s reported 2025 results, sale of its Nvidia stake, and plans to direct capital toward OpenAI, semiconductor infrastructure, robotics, and data centers. It frames the Nvidia sale as profit-taking and a rotation from AI hardware…
This guide explains the risks of leaving Bitcoin with a centralized exchange, where the platform controls private keys and the customer depends on its ability and willingness to return funds. It surveys risks from hacks, insolvency, legal freezes, service…
This overview explains how Pakistani gold prices reflect international gold prices converted into rupees, with local taxes, import costs, and seasonal demand also affecting the quoted price. It argues that rupee depreciation can raise the local gold price…
This July market recap reviews crypto conditions after Celsius filed for bankruptcy, including the return of total market capitalization above $1 trillion and Bitcoin’s recovery. It also describes shifts in the Fear and Greed Index, venture funding,…
This market alert combines macroeconomic catalysts with a bearish technical view of EUR/USD ahead of an FOMC meeting. It discusses competing influences, including European business and rate signals, US economic strength, oil-driven inflation expectations,…
The article outlines macroeconomic factors that can shape gold prices. It highlights the opportunity cost of holding a non-yielding asset, relating gold’s appeal to real interest rates, which it defines as the 10-year US Treasury yield minus inflation…
This guide explains how a flexible crypto loan works, from borrowing against spot assets to repayment and collateral adjustments. Interest accrues hourly at a floating rate that changes with market supply and demand; the article explains that partial hours…
The document describes Bittensor as a decentralized network where miners contribute AI models or computing resources and validators score their outputs. It says rewards in TAO are directed toward stronger-performing subnets, linking participant incentives to…