MS MARCO Web Search: Powering Next-Gen Information Access & Neural Indexers

Table of Links Abstract and 1 Introduction 2 Background and Related work 2.1 Web Scale Information Retrieval 2.2 Existing Datasets 3 MS Marco Web Search Dataset and 3.1 Document Preparation 3.2 Query Selection and Labeling 3.3 Dataset Analysis 3.4 New Challenges Raised by MS MARCO Web Search 4 Benchmark Results and 4.1 Environment Setup 4.2 … Read more

Alessio Vinassa on Building Ethical Blockchain Businesses: Technology with a Conscience

Why values-led innovation is shaping the next phase of blockchain development As blockchain matures from buzzword to infrastructure, the conversation is evolving beyond speculation and speed. At the heart of this shift is a growing recognition that innovation without ethics is incomplete. Enter a new breed of founders—entrepreneurs who are building blockchain businesses not just … Read more

Jeff Mahony: The Maverick Investor’s Guide to Real-World Success

In the dynamic and often chaotic world of startups, a pervasive narrative born in Silicon Valley dictates that disruption, aggressive market education, and pursuing “unicorn” status are the only paths to success. However, in a recent candid conversation, Jeff Mahony, a seasoned investor with a distinctly contrarian philosophy, which includes layer-1 blockchain RYT, NEFT Vodka … Read more

SUI Rebounds From Key Support as Nasdaq-Listed Lion Group Eyes Treasury Purchase

Sui (SUI) SUI is trading at $2.6481, down 2.03% in the past 24 hours, after rebounding from the $2.58–$2.60 support range during the June 26–27 session, according to CoinDesk Research’s technical analysis model. The bounce followed a steep intraday decline from $2.70 to $2.58 but was supported by renewed volume and improved sentiment tied to … Read more