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Source channel @MachineLearningResearch · Post #75 · Jun 3

Европейские эксперты выпустили белую книгу о текущем состоянии и перспективах квантового ML Это не просто новая технология, а потенциальная смена вычислительной парадигмы Страны/регионы, которые сейчас создадут правильную экосистему (таланты + инфраструктура + стандарты + применения), получат долгосрочное технологическое лидерство Стратегические выводы из отчета: 1. Мы на пороге технологической революции • Две вычислительные революции происходят одновременно - ML и квантовые вычисления, с разными уровнями зрелости • Их синергия создаст качественно новые возможности, недоступные каждой технологии по отдельности 2. Геополитическая гонка уже началась • ЕС зажат между доминированием США и растущей ролью Китая, особенно в ML • Патенты на применение ML в квантовых вычислениях уже активно регистрируются, в основном в США • Пример #DeepSeek показывает, что инновации и открытые модели могут кардинально изменить баланс сил 3. Критическое окно возможностей: 5-10 лет • Сейчас формируются стандарты и платформы, которые определят будущее • Лидерство в этих областях определяется научным превосходством и способностью создавать интегрированные программные платформы • Кто создаст экосистему первым, тот получит долгосрочное преимущество 4. Ключевые стратегические направления: То, что уже работает-ML для улучшения квантовых систем Это создает немедленную ценность и ускоряет развитие Среднесрочная перспектива (критично для лидерства): • Гибридные квантово-классические системы • Квантовые алгоритмы для конкретных промышленных задач Долгосрочная цель (определит будущее): • Полностью квантовые ML-системы • Принципиально новые вычислительные парадигмы 5. Стратегические рекомендации: - Инвестиции должны идти параллельно в: • Фундаментальные исследования • Прикладные разработки • Инфраструктуру (квантовые компьютеры + классические HPC) - Критически важно: • Создание открытых платформ и стандартов • Подготовка специалистов на стыке квантовых технологий и ML • Баланс между открытой наукой и коммерческой конкурентоспособностью - Энергетический аспект: Необходимо оценивать и оптимизировать энергопотребление как квантовых ML решений, так и классического ML для квантовых технологий Это может стать конкурентным преимуществом Риск для отстающих- зависимость в критических областях (медицина, безопасность, материалы, энергетика) на десятилетия вперед

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UXLINK

@uxlink_community · Post #301 · 02/28/2025, 06:17 AM

We’re thrilled to announce a strategic partnership with @Alaya_AI . 👉Alaya AI is an open, composable Web3 data sampling and auto-labelling AI infrastructure powered by distributed communities. 1) Distributed AI data ecosystem supports diverse AI data demands through gamified experiences and Web3 incentives. 2) Open data platform provides dataset bootstrapping for small-medium AI developers through custom token payments and data reward pools. 3) Three-layer architecture combines computation, and AI-based labelling technologies co-developed with UC Berkeley AI research partners. UXLINK's AI Growth Agent has been released, and we will work together to develop the unlimited potential of #AI in empowering data adoption and user growth. Stay tuned to the updates🤩#uxlink#deepseek

UXLINK

@uxlink_community · Post #295 · 02/26/2025, 04:47 AM

UXLINK AI Growth Agent is live!🔥 The First ever AI Agent for Users Growth in the #Web3 world, another big step for Social Growth Layer! What is UXLINK AI Growth Agent: ✅The First AI Agent for Users Growth: powered by @deepseek_ai V3 ✅Cost Reduction and efficiency: Automated repetitive tasks & unleash team's creativity and time ✅Growth Loop: Build a sustainable social media ecosystem, from operations to incentives Only need 3 steps to build an intelligent operation system: 1⃣Simple setup, Fast Deployment 2⃣ AI-Driven Automation 3⃣From Operations to Growth: AI Builds a Growth Flywheel We will offer 30 days free trial period for #UXLINK ecosystem partners to appreciate their support of empowering $UXLINK🚀#AI#DeepSeek#KeepBuilding

ChatGPT AI Technology News

@chatgpt_officialnews · Post #88 · 04/09/2025, 07:59 PM

DeepSeek continuous self-improvement DeepSeek and China’s Tsinghua University say they have found a way that could make AI models more intelligent and efficient. DeepSeek has developed a groundbreaking technique called “Self-Principled Critique Tuning” (SPCT) in collaboration with Tsinghua University. This innovation enables AI models to develop their own evaluation rules and thus provide better answers – without the need for larger models or more computing power. The system, called “DeepSeek-GRM”, works with a built-in “judge” who evaluates the AI's responses in real time. This leads to continuous self-improvement and, according to researchers, should deliver better results than competitors such as Google Gemini, Meta Llama or OpenAI's GPT-4o. DeepSeek plans to make these advanced AI models available as open-source software. This could be a critical advance in AI development, reducing the need for ever-larger models and enabling more efficient systems. ➖➖➖➖🔻 💎@Chatgpt_OfficialNews – Stay Updated! ⚡️ 🧠 BOT: @Chatgpt_OfficialBOT #️⃣#OpenAI#AI#GPT#ChatGPT#Chatbot#GPT4O#Deepseek ➖➖➖➖🔺

UXLINK

@uxlink_community · Post #262 · 02/13/2025, 02:23 AM

We are excited to unveil our strategic partnership with @DeAgentAI ! 👉DeAgentAI is the largest AI Agent infra in on Movement/BTC/BSC 👊, capable of rapidly deploying #AI models to achieve autonomous decision-making and execution. Together, we’re exploring the future of AI Agents, combining social growth engines with cutting-edge AI to create a new paradigm for AI Agent applications. This collaboration aims to unlock new possibilities for the mass adoption of Web3 + AI. 🚀 Get ready for groundbreaking innovation! 💡 #UXLINK#DeAgentAI#Web3#Aiagents#DeepSeek

Discover • Tech News

@anthropic · Post #468 · 05/22/2025, 10:44 AM

⚡️AI Search Is Now Free on @GPT4Telegrambot Hi everyone! Great news: you can now use the most popular AI models for web search in our bot for free. You now have access to: 🖱 — Perplexity Pro 💻 — GPT-4.1 and o4-mini 🖥 — Claude 3.7 🔎 — Gemini 2.5 Pro ❎ — Grok-3 🐳 — DeepSeek-R1 All models: ✔️ Use the Internet for current data ✔️ Answer direct and accurate ✔️ Give links to sources ✔️ Can process website links How to use it: 🔴 Go to @GPT4Telegrambotand press the Web Search button (or send /s command to the bot). You can also try Deep Research mode from Perplexity. AI analyzes hundreds of sources in just 2-3 minutes and delivers a detailed, well-researched answer. #Perplexity#ChatGPT#Claude#Gemini#Grok#DeepSeek

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@githubtrending · Post #15085 · 08/22/2025, 12:30 PM

#python#chatbi#deepseek#llm#nl2sql#rag#sqlbot#text_to_sql#text2sql SQLBot is an easy-to-use intelligent system that turns natural language questions into SQL queries using advanced AI models and retrieval-augmented generation (RAG). You just need to set up your AI model and data source to start asking questions about your data. It integrates smoothly with other business systems and AI platforms, making it simple to add smart data querying to your apps. It also ensures data security with workspace-based resource isolation and fine-grained access control. You can quickly deploy it on a Linux server using Docker, enabling fast, secure, and intelligent data interaction without needing deep SQL knowledge. This saves you time and improves data accessibility. https://github.com/dataease/SQLBot

GitHub Trends

@githubtrending · Post #15215 · 10/12/2025, 12:00 PM

#csharp#agent#ai#avalonia#chat#claude#deepseek#gpt_oss#grok#llm#mcp#ollama#openai#rag#ui_automation Everywhere is an AI assistant that works directly on your screen without needing screenshots or app switching. You just press a shortcut and it understands the context instantly to help you with tasks like fixing errors, summarizing articles, translating text, or improving your writing tone. It supports many AI models and runs on Windows, with macOS and Linux versions coming soon. This tool saves you time and effort by giving quick, relevant help exactly where you need it, making your work and browsing smoother and more efficient. It also supports multiple languages and has a modern, easy-to-use interface. https://github.com/DearVa/Everywhere

GitHub Trends

@githubtrending · Post #14979 · 07/20/2025, 12:00 PM

#typescript#agent_workflow#agentic_workflow#agents#ai#aiagents#anthropic#artificial_intelligence#automation#chatbot#deepseek#gemini#low_code#nextjs#no_code#openai#rag#react#typescript Sim Studio is an easy-to-use, open-source platform that lets you build AI workflows visually without coding by dragging and connecting blocks on a canvas. It supports many AI models and integrates with over 60 popular tools like Gmail, Slack, and Google Sheets. You can run workflows via chat, APIs, or scheduled jobs and deploy them as APIs or plugins. It also offers real-time collaboration and built-in monitoring. This helps you quickly create, test, and deploy AI-powered applications or automation, saving time and effort while allowing flexibility and control over your AI projects[1][2][3][4]. https://github.com/simstudioai/sim

GitHub Trends

@githubtrending · Post #15235 · 10/18/2025, 12:00 PM

#typescript#agent#ai#ai_assistant#ai_chat#chat#chatbot#chatgpt#claude#cross_platform#deepseek#gemini#llm_client#mcp#mcp_client#openai_client#tool_calling DeepChat is a powerful open-source AI chat platform that supports many large language models like OpenAI and Ollama. It offers features such as unified model management, local model integration, advanced tool calling, and enhanced search capabilities. DeepChat is privacy-focused, allowing local data storage and network proxy support. It's suitable for both personal and business use, supporting multiple platforms like Windows, macOS, and Linux. Users benefit from its flexibility, customization options, and privacy protection, making it a versatile tool for various AI applications. https://github.com/ThinkInAIXYZ/deepchat

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@githubtrending · Post #15522 · 02/25/2026, 12:00 PM

#javascript#ai#algorithm#artificial_intelligence#chatgpt#claude#cursor#deep_learning#deepseek#gemini#generative_ai#gpt#llm#mcp#openai#python#rag#vibe_coding#vibecoding#vue#vuepress 鱼皮的 AI知识库 offers a free Vibe Coding tutorial for beginners, teaching AI-powered programming with natural language prompts to build and monetize apps fast—no coding skills needed. It covers tools, projects, tips, and paths like making your first work in 10 minutes, plus AI guides on DeepSeek, Cursor, and more. You benefit by quickly creating profitable products, breaking tech barriers, and enjoying AI perks to improve life and work. Start at ai.codefather.cn/vibe. https://github.com/liyupi/ai-guide