SSRN
@ssrn.bsky.social
2.8K followers 540 following 1.5K posts
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.
Posts Media Videos Starter Packs
ssrn.bsky.social
This essay encourages #faculty to move from fear to curiosity about #AI, recommending strategies to restrict its use for basic skills or use it to develop professional judgment based on course goals.

Read: spkl.io/63324AVt0o
Subscribe: spkl.io/63329AVt0t

#LawSky
This image shows a robot hand reaching out and touching a human hand with a strand of DNA between them.
ssrn.bsky.social
"EXPANSE Urban Labs" by Jeong et al. analyzes how urban environmental factors like greenspace and heat influence mental health across European cities, using innovative wearable and survey data. Supports urban health policies. spkl.io/63327AVfO5 #UrbanHealth #Exposome #Research
EXPANSE Urban Labs: a panel study to deepen understanding of healthy urban living environments
ssrn.bsky.social
The Biocatalyst Interactions with Gases Collaboration, funded by the Novo Nordisk Foundation, held its 1st symposium focused on #biology-based methods for CO₂ management & #sustainable fertilizer production.

Read more: spkl.io/63325AVsWV
Subscribe: spkl.io/63329AVsWZ
This image shows the logo for BIG Biocatalyst Interactions with Gases.
ssrn.bsky.social
Can #AI have a conscience? While current AI lacks true sentience or feelings, there are expectations for it to act responsibly by following #ethical principles—a programmed "conscience."

Read: spkl.io/63322AVsg8
Subscribe: spkl.io/63326AVsgG

#InformationMatters
This image shows a black background with a cluster of colorful lines.
ssrn.bsky.social
The 2025 NO FAKES bill proposes broad controls over images, audio, & video, raising #intellectualproperty concerns about weak protections for creators & the risk of over-removing lawful speech.

Read: spkl.io/63324AVsVu
Subscribe: spkl.io/63328AVsVp

#LawSky @law.stanford.edu
This image shows the logo for Stanford Law School.
ssrn.bsky.social
"GeoClimate Intelligence Platform" by Bhattarai et al. presents a web-based tool that makes planetary-scale climate data accessible without programming, supporting education and research in environmental science. spkl.io/63326AVfBG #ClimateData #GEE #EnvironmentalResearch #Research
GeoClimate Intelligence Platform: A Web-Based Framework for Environmental Data Analysis
ssrn.bsky.social
Holistic #Sustainability in Smart Cities: Overcoming Trade-Offs in the Use and Effects of Digital Innovations

This paper examines the trade-offs between dimensions of sustainability in Smart Cities.

Authors: Nina Wörle, Stefan Wurster

Read More: spkl.io/63325AVaHW
Illustration of balcony with plotted plants and city in the background.
ssrn.bsky.social
#Climate Injustice, Racial Capitalism, and the Contradictions of Property

This paper examines the racialized dynamics of property in the context of #climate change.

Author: Julia Dehm

Read More: spkl.io/63322AVa1e
An illustration of a scale with a green globe on one side and an industrialized building on another.
ssrn.bsky.social
Constitutionalising #Algorithmic Enforcement

This chapter offers a clear, comparative map of #algorithmic enforcement in the IP domain, with emphasis on copyright and trade marks online.

Author: Giancarlo Frosio

Read More: spkl.io/63328AVpcr
Blue abstract background with lines and dots.
ssrn.bsky.social
Advocates for respectful, charitable disagreement using the Rapoport Rules to foster better dialogue and truth-seeking across social, legal, and academic spheres. spkl.io/63325AVx5f #Disagreement #Ethics #Communication #Research
How to Disagree
ssrn.bsky.social
"VCs vs. Incumbents" by Pham, Rezaei & Zein shows how venture capitalists adapt funding strategies—favouring larger, less contingent rounds, to support startups against cash-rich rivals, helping sustain market dynamism. spkl.io/63324AVxZA #VentureCapital #Innovation #Research
Venture Capitalists vs. Deep-Pocketed Incumbents: Startup Financing Strategies in the Presence of Competitive Threats
ssrn.bsky.social
"Meta-Learning in Neural Networks for Diabetes" by De Carli et al. develops a biologically-informed, interpretable model for personalized glucose-insulin prediction, addressing patient variability with advanced meta-learning techniques. spkl.io/63322AVxpQ #Healthcare #AI #Diabetes
Meta-Learning in Biologically-Informed Recurrent Neural Networks for Personalized System Identification of Glucose-Insulin Dynamics
ssrn.bsky.social
Corporate Transparency and #Cybersecurity Risks

The author in this paper studies whether disclosure mandates alter the equilibrium of cyberattacks by unintentionally informing cybercriminals.

Author: David S. Kim

Read More: spkl.io/63325AVpuX
A close up of a black and silver laptop with lines of data on screen, sitting on a black backdrop.
ssrn.bsky.social
What Can Satellite Imagery & ML Measure by Proctor et al. finds that #SIML predicts about 50% of ground measurements, effectively capturing social and natural variables like literacy and bird diversity. Supports diverse applications with quantifiable limits. spkl.io/63324AVxKy #AI
What Can Satellite Imagery and Machine Learning Measure?
ssrn.bsky.social
Flourishing Considerations for #AI

The authors suggest that we should ultimately frame all of our thinking on #AI technologies around flourishing.

Authors: Tyler J. VanderWeele, Jonathan Teubner

Read More: spkl.io/63329AV9g3
An artist’s illustration of artificial intelligence (AI). This image depicts how AI systems perceive data.
ssrn.bsky.social
This article analyzes how misconduct by remarketing agents, #banks, or rate-setting intermediaries—such as rate manipulation—can undermine the integrity of super-integrated derivative contracts tied to #tax-exempt bonds.

Read more: spkl.io/63325AVxM1

#FinanceSky
This image shows a tablet with financial figures on the screen.
ssrn.bsky.social
"Smartphone-Integrated THC Detection" by Jinho Park et al. develops a portable, smartphone-based assay with 80x sensitivity for rapid THC detection in saliva, enabling field testing with lab-grade accuracy. spkl.io/63329AVxOZ #POCT #Cannabis #Diagnostics #Research
Smartphone-Integrated Lateral Flow Assay for Robust Detection of Δ9-Tetrahydrocannabinol
ssrn.bsky.social
"Friction in Racing Tires" by Aditya Mazumder explores how static, kinetic, and rolling friction are harnessed in motorsport to maximize grip, control, and safety at extreme speeds. spkl.io/63320AVxEG #Motorsport #Physics #Engineering #Research
Friction Isn’t Always a Villain: Why Racing Tires Have So Much Grip
ssrn.bsky.social
This introduction chapter to the 2nd edition of the #Research Handbook on Law and Political Economy tells a history of 'law and political economy'.

Read: spkl.io/63321AV9tT
Subscribe: spkl.io/63327AV9tZ

#Lawsky @mmulawresearch.bsky.social
This image shows the logo for the University of Manchester.
ssrn.bsky.social
"Game-Generated Data for AI" by Bebbington et al. highlights how gaming data offers rich, untapped resources for training advanced AI, addressing core challenges in causality, reasoning, and multi-agent coordination. spkl.io/63325AVaXl #AI #Gaming #ML #Research
Game-Generated Data: An Untapped Resource for Advanced AI Training
ssrn.bsky.social
Remuneration of #MusicCreators in the Streaming Economy: Findings from Germany

This paper presents an investigation aimed at analyzing the current remuneration of music creators.

Authors: Costas Jana, Patrick Vonderau, Philipp Hacker

Read More: spkl.io/63320AVKAk
Close up of person laying on a bed and streaming music on their phone.
ssrn.bsky.social
This study analyzes #energy scaling in 324 #Chinese cities from 2005 to 2021, revealing that urban energy consumption generally increases linearly with population.

Read: spkl.io/63321AV9mD
Subscribe: spkl.io/63328AV9mK

#Sustainability
This image shows a light bulb lit up on a black background.
ssrn.bsky.social
This study examines a #Medicare #policy that capped per-patient physical therapy spending with exceptions for documented medical need & found the cap reduced spending by 8% without harming patient #health.

Read: papers.ssrn.com/sol3/papers....
Subscribe: www.ssrn.com/index.cfm/en...
ssrn.bsky.social
Short answer, it depends! Many of our law eJournals do have editorial curation. Content volume by topic area also varies, and thus impacts time to distribution. Let us know if you have other questions and as always thank you for sharing your work on SSRN!