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We create a firm-level ChatGPT investment score, based on conference calls, that measures managers' anticipated changes in capital expenditures. We validate the score with interpretable textual content and its strong correlation with CFO survey responses. The investment score predicts future capital expenditure for up to nine quarters, controlling for Tobin's q and other determinants, implying the investment score provides incremental information about firms' future investment opportunities. The investment score also separately forecasts future total, intangible, and R&D investments. High-investment-score firms experience significant negative future abnormal returns. We demonstrate ChatGPT's applicability to measure other policies, such as dividends and employment.

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Using data from a large survey of American households, we compare density forecasts elicited with bins- and scenarios-based questions. We show that inflation density forecasts are sensitive to the survey question designs used to elicit them. The within-person discrepancy is smaller, but still discernible, for unemployment expectations. The discrepancy in responses is systematically related to sociodemographic characteristics of respondents. The differences shed light on the significance of priming in bins-based inflation density forecasts.

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This paper discusses the recent wave of research that has emphasized the importance of measures of consumers' inflation expectations. In contrast to other measures of expected inflation, such as for experts or financial market participants, consumers' inflation expectations capture the broader distribution of societal beliefs about inflation. This research has revealed very significant deviations from traditional assumptions about rationality in consumers' expectations formation. However, households do act on their beliefs about inflation, though in heterogeneous ways that can depart from the predictions of conventional economic models. Recent euro area experiences highlight the importance of tracking the degree of anchoring in consumers' inflation expectations in a way that considers their inherent complexity, heterogeneity, and subjectivity. On average, consumers' medium and longer-term expectations deviate noticeably in levels from central bank targets and, in contrast with expert expectations, often co-move more closely with shorter-term inflation news. By stepping up their engagement with the wider public, central banks may be able to influence expectations by building up greater knowledge and trust and thereby support more effective monetary transmission. Communication efforts need to be persistent because central banks must compete with many other demands on consumers' attention.