What Do People Calculate When They Give Away Personal Inform
People are concerned about their personal information. Yet, at the same time, they shop online, book flight tickets, access their financial records, and sign up for various websites.
이든편집국장
1072 articles published
이든 is a journalist at META-X.
Recent Articles
Deep Learning and Privacy: How Differential Privacy Safeguar
Deep learning's reliance on vast personal data poses significant privacy risks regarding data memorization and potential attacks. A pivotal review paper explores Differential Privacy as a crucial technical solution, demonstrating its impact on model accuracy, fairness, and robustness.
The Privacy Paradox: Why We Worry Yet Share Our Data So Easi
The information age creates a paradox: people worry about privacy but easily give up personal data. This article reviews a behavioral science paper that analyzes why individuals' actions contradict their stated privacy values, moving beyond legal or technical solutions.
Are Large Language Models Truly Intelligent, or Just Sophist
Large language models generate impressive text, but do they truly understand, or are they just 'stochastic parrots'? A seminal paper by Bender et al. raises critical ethical concerns like environmental costs, data bias, and societal risks, challenging the notion of unconditional AI progress.
Unveiling LLM Memorization: Are They Generating or Just Reca
Do large language models truly create new content or merely recall past data? A landmark study by Carlini et al. on GPT-2 demonstrates that LLMs can memorize and reproduce specific training sentences almost verbatim. This finding raises critical privacy concerns, challenging the long-held assumption
U.S. Smartphone Market Falls 3% as Mid-Priced Android Device
U.S. smartphone shipments fell 3% to 33.4 million units in Q1 2026. Premium phones and sub-$300 models held up, but mid-priced Android devices weakened sharply as costs rose, carrier subsidies tightened and consumers delayed upgrades.
Google Loses Trademark Keyword Advertising Case in India as
Google lost a major trademark keyword advertising case in India after the Delhi High Court barred it from using “HINDWARE” as an AdWords keyword and ordered 30 million rupees in damages. The ruling says even invisible backend keywords can count as trademark use, challenging platforms’ intermediary d
The 'Rights War' of the AI Music Era Enters a New Phase | META-X
Universal Music Group and TikTok signed a new multi-year global licensing agreement to protect rights in the AI music era, pledging to remove unauthorized AI-generated music from the platform and improve artist attribution.
CNN Sues Perplexity AI for Copyright, Trademark Infringement
CNN has filed a lawsuit against AI search firm Perplexity, alleging copyright and trademark infringement for unauthorized use of over 17,000 media assets. The suit claims Perplexity's 'answer engine' repackages CNN content, reducing user visits to original sites. This marks a new phase in the AI cop
The Heart of Maranello Begins to Beat Electrically | META-X
Ferrari has unveiled its first pure electric vehicle, the 'Ferrari Luce', marking a new chapter for the iconic brand. Debuting with 1050 hp, AWD, and a 530km range, Luce questions what it means to be a Ferrari in the electric age, offering a completely new kind of driving experience.
YouTube Mandates AI-Generated Content Labels Everywhere — 'The Right to Know' Becomes Platform Policy | META-X
YouTube is significantly strengthening how it labels AI-generated content. AI-made videos will now carry more prominent labels, and the platform will directly detect and display AI usage — a major step toward protecting viewer rights and establishing AI content distribution standards.
Anthropic Raises $65 Billion — The Era of the '$1 Trillion AI Company' Is Almost Here | META-X
Anthropic secured a $65 billion Series H investment, reaching a valuation of $965 billion and signaling the imminent arrival of the $1 trillion AI company era. The funds will be used for AI safety research and Claude infrastructure expansion.
Microsoft Warns Against Uncoordinated Zero-Day Disclosures — 'Security Research Is a Shared Responsibility' | META-X
Microsoft expressed serious concern over several zero-day vulnerabilities recently disclosed without prior coordination, warning that unpatched public disclosures expose customers to unnecessary risk and highlighting the shared responsibility between companies and researchers.
Office Monopoly & AI Regulation | META-X
The UK's Competition and Markets Authority (CMA) launched a Strategic Market Status investigation into Microsoft's office software ecosystem, targeting cloud and productivity software markets.
71% of Americans Oppose AI Data Centers | META-X
A new barrier is emerging for AI industry expansion — not semiconductors or power, but local community opposition. A Gallup survey found 71% of Americans oppose AI data center construction in their area.
X Commits to 24-Hour Hate Content Review in UK | META-X
UK online safety regulator Ofcom accepted X's commitment to strengthen responses to illegal hate and terror content, requiring review within 24 hours through UK-specific reporting tools.
AI Unicorn Equity Gray Market Warning | META-X
Anthropic has issued an official warning about unauthorized equity sales and investment fraud. All preferred and common shares are subject to transfer restrictions under its bylaws.
Alexa for Shopping: Amazon's Commerce War | META-X
Amazon launched 'Alexa for Shopping' for US customers on May 13, 2026, redesigning the entry point to online shopping with AI-powered commerce capabilities.
YouTube Shorts Moves to the Living Room | META-X
YouTube Shorts is moving to TV screens. Once optimized for smartphone viewing, Shorts is now expanding as a new media format consumed on large living room displays.
Cisco's Return in the AI Infrastructure Era | META-X
Cisco is re-emerging as a key beneficiary of the AI infrastructure investment cycle, reporting revenue of $15.8 billion in Q3 fiscal 2026, up 12% year-over-year.