#go#argocd#cloud_native#cncf#container_management#devops#ebpf#hacktoberfest#istio#jenkins#k8s#kubernetes#kubernetes_platform_solution#kubesphere#llm#multi_cluster#observability#servicemesh
KubeSphere is an easy-to-use, open-source platform that helps you manage Kubernetes clusters across clouds, data centers, and edge devices from one place. It offers a friendly web interface, supports multi-cluster and multi-tenant management, and automates DevOps tasks like CI/CD pipelines. You get built-in monitoring, logging, alerting, and security features such as role-based access control. It also includes an App Store for quick deployment of applications and supports various storage and networking options. This makes managing complex Kubernetes environments simpler, faster, and more secure, saving you time and reducing operational challenges.
https://github.com/kubesphere/kubesphere
AI Trends 2024: Deepfake Surge and Shifting Job Landscapes Ahead
Greetings everybody! Stanford University's Human-Centered Artificial Intelligence predicts a dynamic year for AI. Brace for an upswing in deepfake prevalence, challenging the realms of authenticity.
Creative professionals, lawyers, and finance professors anticipate a transformative shift in their roles. In the wake of the EU's AI Act, the US might see a surge in AI-related policies, shaping the landscape for innovation and regulation.
#AITrends#AIRegulation
🇪🇺EDPS Launches Podcast Series on Emerging AI Trends
The European Data Protection Supervisor has launched a new podcast series examining key AI trends identified in its TechSonar 2025–26 report. The six-part series focuses on how emerging AI technologies intersect with data protection, security, and fundamental rights.
The first episode discusses agentic AI, with EDPS officials addressing risks for personal data protection and potential impacts on individuals’ decision-making autonomy. Upcoming episodes will cover AI companions, automated proctoring, AI-driven personalized learning, coding assistants, and confidential computing.
#AIRegulation#DataProtection#EDPS#AITrends#ResponsibleAI
🤗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
🚀 AI TRENDS | OpenAI Plans Phased Rollout of New Model
OpenAI is preparing to introduce a new model in a phased manner, according to Axios. The company aims to ensure a smooth deployment by gradually releasing the model, allowing for adjustments based on initial feedback and performance. This approach is intended to optimize the model's integration and effectiveness across various applications. OpenAI's strategy reflects its commitment to maintaining high standards in AI development and deployment.
#OpenAI#AI#AITrends#ModelDeployment#TechNews#Innovation#AIdevelopment
🚀 Gallup Survey Reveals Increased Weekly Use of Generative AI Among Young Americans
A recent Gallup survey indicates that 51% of Americans aged 14 to 29 are using generative AI on a weekly basis, marking a 4-point increase from the previous year. According to NS3.AI, the survey also highlights a shift in emotions towards generative AI, with excitement dropping by 14 points to 22%, and anger rising by 9 points to 31%.
#Gallup#GenerativeAI#YouthUsage#AITrends#SurveyResults#USAI
🚀 AI TRENDS | Faster AI Progress May Impact U.S. Labor Force Participation by 2050
A recent study conducted by multiple universities suggests that accelerated advancements in artificial intelligence could significantly affect U.S. labor force participation. According to NS3.AI, the research predicts a decline from 62% to 54% by 2050 under a rapid AI development scenario. This scenario also anticipates an annual GDP growth rate of 3.5% between 2045 and 2049. The focus of the debate has shifted to whether AI will generate sufficient new employment opportunities to counterbalance the displacement of existing jobs.
#AI#AItrends#USlaborforce#AIdisplacement#GDPgrowth#laborforceparticipation #2050 #futureofwork
🚀 AI TRENDS | OpenAI to Launch $100 Monthly ChatGPT Pro Subscription
OpenAI has announced plans to introduce a new subscription tier for its ChatGPT service, priced at $100 per month. According to Jin10, this new offering, named ChatGPT Pro, aims to provide enhanced features and capabilities for users seeking more advanced functionalities. The move is part of OpenAI's strategy to expand its product offerings and cater to a broader range of user needs. The subscription is expected to include additional benefits, although specific details on the features have not been disclosed yet. This development reflects OpenAI's ongoing efforts to monetize its AI technologies while continuing to innovate in the field of artificial intelligence.
#OpenAI#ChatGPTPro#AITrends#Subscription#ArtificialIntelligence#TechNews#AI#ChatGPT#Monetization#AIInnovation
🚀 AI TRENDS | YouTube Introduces AI Avatar Tool for Shorts Creators
YouTube has launched a new AI avatar tool designed for Shorts creators, allowing them to generate videos of themselves using prompts. According to NS3.AI, this feature enables creators to produce clips lasting up to eight seconds. The rollout began on Wednesday and is accessible through the YouTube app and YouTube Create. Initially, the tool is available to mobile users worldwide, excluding Europe.
#AI#YouTube#AIAvatar#Shorts#ContentCreation#MobileApp#YouTubeCreate#AITrends#TechNews#CreatorTools
🚀 AI TRENDS | New Local Model Qwopus3.5-27B-v3 Released with High HumanEval Score
Developer Jackrong has introduced Qwopus3.5-27B-v3, a local model designed to operate on a single consumer GPU. According to NS3.AI, this model boasts an impressive 95.73% score on HumanEval. The Qwopus3.5-27B-v3 is distilled from Claude Opus 4.6-style reasoning and is available in GGUF format for use with LM Studio or llama.cpp.
#AI#Qwopus3.5 #HumanEval#Jackrong#ClaudeOpus#GGUF#LMStudio#llama_cpp#AITrends
🚀 AI TRENDS | Bitcoin Mining Centralization and Edge AI Market Growth Projected
Bitcoin mining is anticipated to become increasingly centralized, according to Alex Thorn, head of Galaxy Research. According to NS3.AI, Thorn's insights suggest a shift in the mining landscape, potentially impacting the decentralization that has been a hallmark of the cryptocurrency. Meanwhile, the edge AI market is expected to experience significant growth. Grand View Research forecasts that the market will expand from approximately $25 billion in 2025 to $119 billion by 2033, indicating a trend towards more localized AI applications.
#BitcoinMining#Centralization#EdgeAI#MarketGrowth#Decentralization#AITrends#GalaxyResearch#NS3AI#GrandViewResearch#LocalizedAI#BTC
🚀 AI TRENDS | OpenAI to Limit Release of Advanced Cybersecurity Model
OpenAI is reportedly developing an advanced cybersecurity model, which it plans to release only to a select group of companies, according to a source familiar with the matter. This approach mirrors Anthropic's limited release of its Mythos model. According to Jin10, the capabilities of artificial intelligence have reached a critical point, particularly in terms of autonomy and hacking potential. Model developers are increasingly concerned about the potential misuse of their tools, leading to reluctance in making them widely available. On Tuesday, Anthropic announced that due to concerns over its advanced hacking capabilities, it would restrict access to its new Mythos preview model to a select group of technology and cybersecurity companies. Anthropic is the first AI company to adopt this approach with a new model. The source indicated that OpenAI is now planning to implement a similar strategy.
#AItrends#OpenAI#cybersecurity#advancedmodel#limitedrelease#Anthropic#Mythos#AIautonomy#hackingpotential#technology#AItools#modelrelease