Scope: Global
AI & Automation
Mixture of Experts: How MoE Architecture Is Making Frontier AI Affordable
GPT-4 is estimated to have around 1.8 trillion parameters. On any single token — one word, one punctuation mark — the vast majority of those parameters sit completely idle, doing nothing.
Cybersecurity & Risk
MFA Fatigue Attacks: How Hackers Bypassed the Layer Everyone Trusted
It is 2:17 a.m. Your phone buzzes.
Policy & Regulation
Mandatory AI Audits: Governments Are Now Requiring Third-Party Checks on AI Systems
For most of the past decade, AI developers operated in a regulatory grey zone. They could deploy systems that decided who got a loan, who passed a job screening, or who received a medical referral — with no external check on whether those systems actually worked as claimed.
AI & Automation
1 Million Tokens: What Extreme Context Windows Actually Change
Two years ago, 4,096 tokens was considered generous. Today, Gemini 2.0 Flash processes 1 million tokens in a single call.
Infrastructure & Cloud
LLMOps in Production: What Running AI at Scale Actually Requires
Deploying a large language model into production is nothing like deploying a traditional software service. The code ships.
Policy & Regulation
How Governments Buy AI: Procurement Rules Reshaping the Market
Governments have quietly become the largest single class of AI buyers on the planet. Defense agencies, tax authorities, health ministries, border control operations, and social welfare departments are all deploying AI at scale — and the procurement rules governing those
Digital Economy
The Gig Economy at a Crossroads: Upwork, Fiverr, and What AI Does to the Freelance Market
The numbers do not lie. In 2023, Upwork reported that job postings for writing, translation, and basic graphic design dropped by double digits on its platform — categories that had been the reliable backbone of the freelance economy for a decade.
Digital Economy
The Cookieless Future Is Here: First-Party Data Strategies That Actually Work
The deadline that advertisers spent years dreading has arrived. Google completed the deprecation of third-party cookies in Chrome for the vast majority of users by early 2025, joining Safari and Firefox, which killed cross-site tracking years earlier.
Policy & Regulation
The Facial Recognition Crackdown: Bans, Restrictions, and a World Diverging
Cameras recognize your face. They compare it against a database.
AI & Automation
Vision-Language Models Go Enterprise: Real Use Cases Beyond the Demo
A year ago, vision-language models impressed people at conferences. They could describe photographs, read invoices, and pass board-exam questions with annotated diagrams.
Startups
Vertical AI Startups: Why Industry-Specific AI Is Beating General Models
Every enterprise software category has its moment when the horizontal tool loses to the specialist. General-purpose spreadsheets lost to dedicated accounting software.
