Lily Chang, autor en Bean watcher

Mar

2026

How are co-investments reshaping the economics of private equity deals?

Co-Investments’ Role in Private Equity Deal Structures

Co-investments provide limited partners, including pension funds, sovereign investors, and family offices, with the opportunity to place capital directly alongside a private equity sponsor in a particular transaction, giving them focused access rather than relying solely on a blind pool fund; over the last ten years, this approach has evolved from a niche option into a core component of private equity dealmaking.The growth has been driven by rising fund sizes, intensified competition for assets, and investor demand for lower fees and greater control. Industry surveys estimate that global private equity co-investment allocations now exceed several hundred billion dollars, with many…

Mar

2026

By Lily Chang

What is regenerative fashion?://fibershed.org/wp-content/uploads/2019/03/0138-FibershedRedTwig05062017paigegreen-1274x850px.jpg

Regenerative Fashion Explained

Culture and Entertainment

The buzzword "regenerative fashion" has gained momentum across the fashion world, signaling a shift toward a sustainability model that goes beyond the traditional reduce, reuse, recycle mindset. Yet what does regenerative fashion truly involve? At its core, it describes fashion methods crafted to revive and enhance ecosystems and local communities instead of simply reducing negative impacts. This perspective is firmly anchored in the concepts of regenerative agriculture, which emphasizes soil vitality, biodiversity, and maintaining ecological harmony.Core Principles Guiding Regenerative FashionSeveral core principles serve as the basis for regenerative fashion:1. Regenerative Production: In contrast to conventional manufacturing that drains natural resources,…

Mar

2026

By Lily Chang

What techniques are improving AI reliability and reducing hallucinations?

HBM’s Impact on AI Performance Explained

Science and Technology

Modern AI systems are no longer constrained primarily by raw compute. Training and inference for deep learning models involve moving massive volumes of data between processors and memory. As model sizes scale from millions to hundreds of billions of parameters, the memory wall—the gap between processor speed and memory throughput—becomes the dominant performance bottleneck.Graphics processing units and AI accelerators are capable of performing trillions of operations per second, yet their performance can falter when data fails to arrive quickly enough. At this point, memory breakthroughs like High Bandwidth Memory (HBM) become essential.Why HBM Stands Apart at Its CoreHBM is a…

Mar

2026

By Lily Chang

What influence operations are and how to spot them

Understanding Influence Operations: Spotting the Signs

International

Influence operations are coordinated efforts to shape opinions, emotions, decisions, or behaviors of a target audience. They combine messaging, social engineering, and often technical means to change how people think, talk, vote, buy, or act. Influence operations can be conducted by states, political organizations, corporations, ideological groups, or criminal networks. The intent ranges from persuasion and distraction to deception, disruption, or erosion of trust in institutions.Actors and motivationsThe operators that wield influence include:State actors: intelligence services or political units seeking strategic advantage, foreign policy goals, or domestic control.Political campaigns and consultants: groups aiming to win elections or shift public debate.Commercial…