Mystum Tech & Innovation Category Page List All Articles

Tech & Innovation

Interconnected algorithms subtly manipulating market prices

Algorithmic Collusion: Are Your Smart Devices Secretly Rigging the System?

Is the convenience of AI and automated systems coming at a hidden cost? Discover the surprising ways algorithms can learn to collude, potentially skewing markets and diminishing consumer choice. Stay informed and understand the implications of this emerging tech challenge.

Blockchain network symbolizing the shift towards decentralized finance.

Decoding DeFi: How Uniswap Data Reveals the Future of Finance

Dive into the world of Decentralized Finance (DeFi) with our analysis of over 50 million Uniswap transactions. Discover how Layer 2 solutions are reshaping the financial landscape and what it means for you.

AI vs. Human: The Balancing Act in the Freelance Economy

AI Job Apocalypse? How ChatGPT is Reshaping the Freelance Economy

Is AI about to take your job? A groundbreaking study uncovers the truth about how ChatGPT and other large language models are impacting the freelance economy, revealing which skills are thriving and which are facing extinction.

Data streams forming a brain, symbolizing machine learning for policy evaluation

Beyond Control Groups: How Machine Learning Is Revolutionizing Policy Evaluation

Explore how machine learning is transforming policy evaluation, offering a new way to estimate causal effects, particularly when traditional control groups are unavailable. Learn about the Machine Learning Control Method (MLCM) and its applications in addressing educational inequality and more.

Data streams converging into clear insights.

Decoding Rosenbaum's Rank-Based Matching: A Simple Guide to Smarter Data Analysis

Discover how Rosenbaum's innovative rank-based matching estimator, combined with regression adjustments, provides a powerful and accessible way to analyze data, reduce bias, and improve the reliability of your findings.

Algorithmic predictions and resource allocation.

AI in Decision Making: Are Better Predictions Always Worth It?

As algorithms play a bigger role in deciding where resources go, is it really worth chasing better predictions? This article dives into the surprising truth about access, impact, and making the right choices.

Scientists collaborating with AI in a futuristic laboratory

Decoding AI Adoption in Research: What's Holding Science Back?

Explore the critical factors influencing AI adoption in scientific research. This article uncovers the hurdles and opportunities for integrating AI in science, based on a comprehensive study of scientists, their networks, and institutional resources.

Hand selecting the best apple from a tree of data.

Smarter Decisions: How to Identify the Best Choice in a World of Uncertainty

Struggling to make the right choices with limited information? Discover cutting-edge techniques for best arm identification that help you make optimal decisions, even when facing uncertainty.

Diverse team collaborating on data annotation for ethical AI.

Unlock AI Success: How Clear Instructions and Fair Pay Boost Data Annotation

Want to build better AI? It starts with high-quality data. Learn how clear instructions and fair pay for data annotators can significantly improve the accuracy and ethical considerations of your AI projects.

Ethical AI: A robot hand offering a balanced scale to diverse people.

Can AI Be Ethical? Unmasking the Social Behavior of LLM Agents

As AI becomes more integrated into our lives, understanding its ethical behavior is crucial. This article explores how LLMs perform in social contexts, revealing their surprising tendencies towards fairness, reciprocity, and the challenges of ensuring ethical AI decision-making.

Newsletter Subscribe

Subscribe to get the latest articles and insights directly in your inbox.