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🚀 XRP's Quantum Risk Lower Than Bitcoin, Validator Claims An XRP Ledger validator has highlighted that XRP faces less exposure to quantum risks compared to Bitcoin. According to NS3.AI, the validator noted that vulnerable XRP whale wallets represent approximately 0.03% of the total XRP supply. In contrast, a recent paper by Google estimated that around 6.7 million BTC, which constitutes nearly 32% of Bitcoin's supply, are stored in quantum-vulnerable addresses. #XRP#Bitcoin#QuantumRisk#Cryptocurrency#Blockchain#WalletSecurity#BTC

Geopolitical questions rarely move markets when they become obvious. They move when probability starts shifting before formal signals appear. That is why prediction systems matter. Not because they claim certainty, but because they surface how conviction changes while narratives are still forming. At EdgeMarket, we study how distributed judgement reacts to emerging geopolitical scenarios long before consensus hardens. The important signal is rarely the headline itself. It is how probability changes before the headline arrives. #EdgeMarket#PredictionMarkets#Geopolitics#AI#MarketIntelligence#Decentralization#GlobalRisk#DecisionIntelligence

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🌑TON Fest Extended Through May 28 — you still have time to complete quests and claim rewards from top Web3 Projects! TON Fest is an immersive virtual world built with Telegram Mini Apps. Complete tasks, join activities, and earn on-chain rewards you won’t find anywhere else. 🎟Grab your ticket to unlock access to VIP zones, premieres, challenges, and exclusive prize pools! #TON#Web3#Quest#TMA#VR#TONFest

US Federal Judge Rules: AI-Generated Art Not Eligible for Copyright Hello, everyone! A recent ruling by US District Court Judge Beryl A. Howell stated that AI-generated artwork cannot be copyrighted. This decision was reached as part of a lawsuit against the US Copyright Office, involving Stephen Thaler's attempt to copyright an AI-generated image produced with the Creativity Machine algorithm he developed. Judge Howell's verdict emphasized that human authorship is a fundamental requirement for copyright protection, highlighting that "absent any guiding human hand," copyright cannot be granted. While she acknowledged the evolving intersection of AI and copyright, she pointed out that new challenges arise in determining the necessary level of human input for AI-created art. Stephen Thaler intends to appeal the ruling, suggesting ongoing legal complexities around copyright and AI. Other AI-related copyright cases continue to emerge, sparking debates about the evolving relationship between AI technologies and legal frameworks. #AI#Copyright#Legal#ArtificialIntelligence#CopyrightLaw

🤗Кто реально двигает open-source ИИ: анализ топ-50 самых скачиваемых моделей на Hugging Face Исследование показывает, какие организации и типы моделей определяют экосистему открытых моделей. 🔥Главное: 📦Топ-50 - это всего 3.4% всех моделей на Hugging Face, но именно они собирают более 80% из 45 миллиардов скачиваний. Подавляющее большинство активности сосредоточено вокруг небольшой группы лидеров - именно эти модели формируют лицо всего open-source ИИ. 📉Размер имеет значение (и чем меньше — тем лучше): - 92.5% загрузок — модели < 1B параметров - 86.3% — < 500M - 70% — < 200M - 40% — < 100M Очевидны выводы: в open-source побеждают малые и лёгкие модели, пригодные для локального развёртывания и edge-инференса. 🧠Популярные направления: - NLP — 58.1% - Computer Vision — 21.2% - Audio — 15.1% - Multimodal — 3.3% - Time Series — 1.7% Кто создаёт самые скачиваемые модели: - Компании - 63.2% (Google лидер) - Университеты - 20.7% - Индивидуальные авторы - 12.1% - НКО - 3.8% - Прочие лаборатории - 0.3% Какие типы моделей побеждают: - Текстовые энкодеры - 45% всех загрузок - Декодеры - всего 9.5% - Энкодер-декодеры - 3% 📌 Несмотря на хайп вокруг LLM, массово скачиваются не гиганты, а утилитарные модельки для интеграции в собственные продукты. 🇺🇸Лидеры по странам: США доминируют по всем категориям: - встречаются 18 раз среди топ-50 скачиваний - на США приходится 56.4% всех загрузок Open-source ИИ живёт не за счёт гигантских LLM, а благодаря компактным, быстрым и практичным моделям, мкоторые реально работают в продуктах и проектах. 🟠Почитать полностью:https://huggingface.co/blog/lbourdois/huggingface-models-stats @ai_machinelearning_big_data #AI#HuggingFace#OpenSource#ML#Research#LLM#AITrends

CISA Unveils Groundbreaking AI Security Blueprint Hello everyone! The Cybersecurity and Infrastructure Security Agency of USA (CISA) has launched its inaugural AI roadmap, aligning with President Biden's Executive Order and prioritizing national safety and cybersecurity. Key Initiatives in CISA's AI Roadmap: 1️⃣Responsibly Use AI: Commitment to ethically use AI-enabled tools for cyber defense and critical infrastructure missions. 2️⃣Assess and Assure AI Systems: Evaluation and assistance in secure AI-based software adoption, ensuring resilience and security. 3️⃣Protect Critical Infrastructure: Evaluation and mitigation of AI threats, with collaboration across government agencies and industry partners. 4️⃣Collaborate on Key AI Efforts: Contribution to interagency efforts, supporting policy approaches, and coordination with international partners. 5️⃣Expand AI Expertise in Workforce: Education, recruitment, and training to enhance workforce proficiency in AI systems, covering legal, ethical, and policy aspects. #CISA#AI#NationalSecurity#Cybersecurity

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🚀 Nansen CEO Highlights Importance of Corporate Culture for AI Agents PANews posted on X (formerly Twitter). Nansen CEO Alex Svanevik has emphasized the necessity of establishing a corporate culture for AI agents to enhance their collaboration within companies. According to Svanevik, relying solely on prompts and skills is insufficient for effective AI integration. He suggests that defining default behaviors, communication standards, and shared values is crucial for AI agents to work effectively alongside human teams. Svanevik believes that just as corporate culture boosts human team efficiency, it can similarly benefit AI agents. #AI#CorporateCulture#AIAgents#Teamwork#Innovation#Leadership#BusinessStrategy#Technology#Collaboration#WorkplaceCulture

🚀 AI Convergence 2026 Set to Explore AI and Web3 Opportunities in Hong Kong AI Convergence 2026 is scheduled for April 20, 2026, at the AWS HK Office in Causeway Bay, Hong Kong. According to NS3.AI, the event is jointly hosted by Bixin and TRON DAO, and will concentrate on the implementation and commercial opportunities of AI and Web3 technologies. #AIConvergence2026#AI#Web3#HongKong#TRONDAO#Bixin#AWS#CausewayBay#TechnologyConference#TRX