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SSRN’s mission is to rapidly share early-stage research and empower global scholarship to help shape a better future. You can submit your research to SSRN online at www.ssrn.com.

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@ssrn.bsky.socialOct 10, 2026, 8:00 PM

This paper shows that optimizing CAT bond payout structures can significantly improve disaster-risk transfer and reduce climate-related financial exposure. spkl.io/633217V77h

#ClimateRisk #Insurance

Fig. 1: Net loss Ld(X) as a function of the underlying loss X.
@ssrn.bsky.socialOct 10, 2026, 6:00 PM

This paper finds that increasing "love" expressions from AI companions does not increase user engagement on average and may even reduce it, particularly when expressions are highly passion-oriented. spkl.io/633287VCyu

#AI #HumanAIInteraction

Figure 2: Most User–AI Dyads End After One Session
@ssrn.bsky.socialOct 10, 2026, 2:00 PM

This paper argues that courts should address AI-generated statements through hearsay law rather than creating entirely new evidence rules. The proposal aims to close a growing gap in how courts handle AI evidence. spkl.io/633227VCYE

#AI #Law

Evidence Law's AI Problem and the Hearsay Solution by Jeffrey Bellin.
@ssrn.bsky.socialOct 10, 2026, 12:00 PM

This paper finds evidence of excess volatility that cannot be explained by standard discount-rate models. Across several financial markets, long-maturity claims are substantially more volatile than theory predicts. spkl.io/633257VCSX

#AssetPricing

Figure 1: Variance Swap Tests
Note. The figure plots the standard deviation of prices under the unrestricted factor model (solid line) and under the restricted model (dashed line). The circles in the unrestricted line represent the maturities we observe in the data. The numbers next to each circle are the Variance Ratios at each maturity. The shaded area encloses the 97.5th and 2.5th percentiles of the model-implied variance in bootstrap simulations. The left axis reports the volatility of prices.
@ssrn.bsky.socialOct 9, 2026, 8:00 PM

This paper develops a scalable method for estimating travel behavior from aggregate mobility data, improving predictions of destination, mode, and route choices in congested transportation networks. spkl.io/633277V7f5

#Transportation #DataScience

Fig. 1. Bi-level structure of the estimation problem.
@ssrn.bsky.socialOct 9, 2026, 6:00 PM

This paper argues that giving creators broad exclusive licensing rights for AI training may primarily benefit large content industries rather than most creators. The authors propose stronger remuneration rights as an alternative. spkl.io/633257V7Fv

#AI #Copyright

@ssrn.bsky.socialOct 9, 2026, 4:00 PM

This paper finds that the use of letters of credit varies systematically across firms. Younger, smaller, and foreign-owned firms are less likely to use them, while less experienced importers rely on them more. spkl.io/633227V71p

#TradeFinance

Figure 2: Share of Letters of Credit in Total Trade Flows
@ssrn.bsky.socialOct 9, 2026, 2:00 PM

This paper finds that motivated memory can contribute to procrastination.When people receive negative information, they may form overly optimistic beliefs about future workloads, causing them to delay work. spkl.io/633227VAfK
#BehavioralEconomics

Figure 1: Timeline of the experiment
@ssrn.bsky.socialOct 9, 2026, 1:15 PM

This paper argues that digitalization becomes problematic when values like efficiency, prediction, and personalization override the distinct purposes of areas such as health, education, and politics. spkl.io/633247VA0q

#TechnologyEthics #DigitalTransformation

@ssrn.bsky.socialOct 8, 2026, 8:00 PM

This paper examining 10,642 firms across 85 countries finds that corporate effective tax rates fell by about 20% from 1988-2007, while multinationals and domestic firms faced broadly similar tax burdens. spkl.io/633227VLK8

#TaxPolicy

Table 2   
Summary of results
@ssrn.bsky.socialOct 8, 2026, 6:00 PM

This paper finds that traditional macro and financial variables explain little of realized stock-market returns, while AI-extracted explanations from financial news account for roughly 30-40% of returns out of sample. spkl.io/633297VxcH

#AssetPricing

Figure 1: Out-of-sample explanatory power of market returns by news and non-news explanations
@ssrn.bsky.socialOct 8, 2026, 4:00 PM

This paper argues that growing private equity ownership in professional sports may increase the risk of salary-cap circumvention and could eventually challenge the legal foundations protecting salary caps from antitrust scrutiny. spkl.io/633267Vxdu

#SportsLaw #PrivateEquity

Flagrant Foul: Private Equity, Salary Cap Circumvention, and the Antitrust Exemption at Risk by Melinda Roth and Jared Ryback.
@ssrn.bsky.socialOct 8, 2026, 2:00 PM

This paper review highlights the growing role of employees in the corporate information environment. Workers not only produce information that affects reporting quality but also use disclosures when making employment and career decisions. spkl.io/633277Vazl
#Accounting #LaborEconomics

FIGURE 1. Labor Life Cycle (LLC) Framework 
This figure illustrates the four interconnected stages of the Labor Life Cycle (LLC) framework: (1) Human Capital Development, (2) Search and Matching, (3) Employment and Productivity, and (4) Turnover and Retirement. The cyclical design reflects the dynamic and overlapping nature of these stages, with workers progressing through the life cycle while also engaging in iterative transitions, such as re-entering the job search process following turnover. At the center is the firm-worker relationship, highlighting the continuous interaction between firm decisions, corporate reporting, and employee outcomes.
@ssrn.bsky.socialOct 8, 2026, 12:00 PM

This paper studies why #communication about commons risks (like #climate damage) often fails to spur adequate public awareness, modeling how people contribute to a public bad under uncertainty about external harm.

Read: spkl.io/633217VRgD
Subscribe: spkl.io/633267VRgy

This image shows a figure titled The effect of heterogeneity on cutoff types.
@ssrn.bsky.socialOct 7, 2026, 8:00 PM

This paper argues that ordinary loss harvesting has become a major tax-planning strategy because of Treasury's interpretation of passive activity loss rules, not because of a gap intentionally created by Congress. spkl.io/633217VmDf

#TaxPolicy

Ordinary Loss Harvesting: A Tax Shelter of Treasury's Own Making by Daniel J. Hemel.
@ssrn.bsky.socialOct 7, 2026, 6:00 PM

Should frontier AI firms have limited liability? This paper argues that traditional shareholder protections may underprice AI-related risks and proposes extending liability to shareholders of frontier AI companies. spkl.io/633237VlAD

#AI #AIGovernance

No Limited Liability for AI by Gabriel V. Rauterberg and Sarath Sanga.
@ssrn.bsky.socialOct 7, 2026, 4:00 PM

This paper extends difference-in-differences methods to settings with non-binary treatments and heterogeneous effects. The framework allows researchers to estimate dose-response relationships when treatment intensity varies over time and across units. spkl.io/633287Vc8r #Econometrics

Figure 7.1. Weighted Pre-Treatment Effects
@ssrn.bsky.socialOct 7, 2026, 2:00 PM

This paper finds substantial variation in #skill requirements across firms, even within the same occupation. Both #cognitive and social skills are associated with higher pay and better firm performance, and the strongest outcomes occur when the two are combined. spkl.io/633287Vifq

Figure 1: Wages and Education Requirements by City Wage Rank
@ssrn.bsky.socialOct 6, 2026, 8:00 PM

Does #geography still matter for innovation? New research finds that knowledge spillovers are highly local and that the location of inventors is more important than the location of headquarters.
spkl.io/633287VXVr

Figure 1: SIC and TECH correlations
@ssrn.bsky.socialOct 6, 2026, 6:00 PM

This paper argues that uninsurable tail risk in workers' earnings can help explain higher risk premia and return volatility in financial markets. Links labor-market risk sharing directly to asset pricing outcomes. spkl.io/633247VXbn

#AssetPricing #LaborEconomics

Figure 2: Euler equation errors for g = gL and g= gL.
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