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.
4,510 documents
The document addresses what a positive CFTC total net contracts figure means for Brazilian real futures. Its key point is that each futures contract has both a buyer and a seller, so the market as a whole cannot be net long or net short by simply counting…
The document explains why implied volatility inferred from equity option prices can vary by strike, even when volatility is treated as a property of the underlying. It describes the pattern commonly called volatility skew: lower-strike options often carry…
The document explains how investors can find reported short interest and why a figure such as the reported GameStop short interest may appear in market news. It points to Bloomberg’s short-interest function as one source for a company’s reported number of…
The discussion addresses gradual entry into and exit from trend positions. One response points to research on heterogeneous investor expectations, positive feedback trading, and historical bubble behavior, including a case study of a broker riding the South…
The document suggests finance applications for natural language processing projects, emphasizing tasks beyond generic news or social-media sentiment analysis. Proposed research directions include extracting risk-factor exposures from company reports,…
The document clarifies that a reported short-interest figure for VIX futures can refer to the short positions held by a particular trader category, rather than to all outstanding futures contracts. The cited Bloomberg series represents CFTC Commitments of…
The discussion considers why call open interest may exceed put open interest in US stock options and what unusually lopsided ratios can reveal. One explanation is that investors may find bullish positions more intuitive than bearish ones. However, the ratio…
The document explains how to normalize equity analyst recommendations that use different labels, such as buy, outperform, or overweight. It notes that despite differences in wording, these systems generally correspond to five recommendation levels, making a…
The note considers how to obtain historical counts of new investor accounts for sentiment research. The researcher seeks figures for several major stock market indices after finding that commercial financial databases did not provide the desired series. The…
The document defines option order imbalance (OOI) as a stock-level measure of signed option trading, adjusted for option delta and scaled by shares outstanding. Each trade contributes according to its estimated initiating side, its sensitivity to the…
The document discusses how reported probabilities of Yuan depreciation might be inferred from currency options. One proposed route is to use an option model’s delta at a relevant strike as an approximation, or to price a digital put using the full volatility…
The document surveys possible proxies for equity market sentiment and sources for comparing industry or sector performance. Suggested measures include the VIX, Commitments of Traders positioning, the NYSE advance–decline series, and the AAII bull–bear…
The document asks how option-implied skewness and kurtosis compare with their historical realized counterparts, and whether skewness or kurtosis risk premia show patterns similar to the volatility risk premium. The response summarizes research documenting…
The document responds to a thesis-topic question about connecting investor risk aversion, low volatility, and financial crash prediction. It points to Hyman Minsky’s Financial Instability Hypothesis as a conceptual framework. The central mechanism is that…
The document asks whether bank client transaction flows in a currency can serve as an estimate of market positioning. Its specific problem is that a rolling one-month sum can shift sharply when a large older observation leaves the window, even if current…
The discussion considers how to tell when an investment strategy has become popular or overcrowded. One proposed market-based signal is a shrinking premium: for a short-volatility trade, compare implied volatility with realized volatility and account for…
The article presents Oracle’s fiscal Q3 2026 results as evidence of a shift from a legacy database business toward cloud infrastructure and AI workloads. It highlights adjusted earnings per share, rapid infrastructure revenue growth, a large increase in…
This dated weekly newsletter combines market observations with news about crypto adoption. It reports a weekly rise in BGB alongside higher trading volume, and discusses accumulation, relative volume, volatility, and RSI as indicators of token activity. For…
The article links PACS Group’s share-price rebound to third-quarter results, an internal audit, and the resolution of filing concerns. It reports 31% year-over-year revenue growth, revenue above analyst consensus, and a higher full-year revenue outlook. It…
The document describes COAI as the utility token of ChainOpera AI, a BNB Chain platform connecting users and providers of AI agent services. It presents the token’s recent rally as a combination of reported ecosystem activity and broader enthusiasm for BNB…
The article considers how a scheduled release of 190 million PI tokens in December 2025 might affect price, weighing potential selling pressure against ecosystem demand. It outlines bearish, neutral, and bullish cases: the bearish case focuses on holders…
The document examines Circle’s post-earnings share decline through its financial results, revenue mix, analyst views, macroeconomic conditions, and investor activity. It describes a business whose reserve income depends heavily on yields earned on USDC…
The document portrays PUMP as a highly volatile Solana meme token whose moves may reflect broader crypto conditions, liquidity, social media attention, and community sentiment. It names several tools traders might use to examine price action: RSI for…
This market commentary links crypto weakness to subdued activity, reduced liquidity, and political uncertainty, while also discussing equity reactions to anticipated rate cuts. It cites a 70-year sample of 17 rate-cut cycles in which the S&P 500 averaged a…