Vortex Next Gen Trends
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Показати більше📈 Аналітичний огляд Telegram-каналу Vortex Next Gen Trends
Канал Vortex Next Gen Trends (@vortexnextgen) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 50 141 підписників, посідаючи 2 657 місце в категорії Технології та додатки та 589 місце у регіоні Міжнародний.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 50 141 підписників.
За останніми даними від 29 жовтня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -2 918, а за останні 24 години на -126, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 51.81%. Протягом перших 24 годин після публікації контент зазвичай збирає 42.75% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 26 063 переглядів. Протягом першої доби публікація в середньому набирає 21 506 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 1 000.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як generator, scene, nanabanana, reference, workflow.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Vortex Channel is a part of BlockChainWorld 5,000.000 MASSIVE AI & Crypto COMMUNITY 💎 ALL ABOUT CRYPTO, TOKENS, AI, TAP GAMES, MEME COINS, PLAY AND EARN, DEFI, P2E, NFT, AI TOOLS, WEB3 & BITCOIN FORECASTS!
Order promo 👉 PR@blockchainworld.ai”
Завдяки високій частоті оновлень (останні дані отримано 30 жовтня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Технології та додатки.
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Підписники
-12624 години
-7787 днів
-2 91830 днів
Архів дописів
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Test-Time Training (TTT) is now on Video and not just a 5-second video. U can generate a full 1-min video!
TTT module is an RNN module that provides an explicit and efficient memory mechanism. It models the hidden state of an RNN with a machine learning model, which is updated via gradient descent.
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NotebookLM is a site for creating the perfect resume
Simply upload your resume and any potential job descriptions. NotebookLM can highlight your previous skills and experience that best fit the job and prepare you for potential interview questions.
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Meta rolled out the ChatGPT killer — Llama 4 with 10 MILLION tokens of context
The new Llama 4 line is not an update, it is a total unwinding of competitors. The model can process entire volumes, holds up to 10 million tokens in memory and already at the start impresses with numbers.
— Llama 4 Scout is basic, but has 80 times more context than Llama 3. Destroyed Gemini 2.0 and Gemma 3 in benchmarks.
— Llama 4 Maverick is a neural network for coders. In terms of speed and quality, it bypasses DeepSeek v3.1 and even GPT-4o.
— Llama 4 Behemoth is a monster with 2 trillion parameters. This is 10 times more than any OpenAI model. It hasn't been released into the public domain yet, but inside Meta they're already calling it the uncompromising market dominator.
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+1
New DeepSeek Paper+Model
DeepSeek-GRM models automatically generate judging principles and critiques without needing a human in the loop to achieve better reward scaling with inference-time compute.
Open-source model coming.
They're worried automated principles/critiques might amplify biases from toxic training data without a human in the loop.
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Midjourney released V7 Alpha
V7 Alpha is much smarter with text prompts, has higher-quality images with improved textures and coherence, default-on personalization requiring a ~5-minute unlock, new fraft Mode rendering images 10x faster at half cost with conversational and voice input, Turbo (2x cost) and Relax modes, temporary fallback to V6 for upscaling/editing/retexture, ongoing Moodboard and SREF improvements, and planned updates every 1-2 weeks for the next 60 days, starting with new V7 character and object reference features.
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General Agents introduced Ace: The First Realtime Computer Autopilot
Ace is not a chatbot. Ace performs tasks for you.
On your computer. Using your mouse and keyboard.
At superhuman speeds.
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The most important paper by Google about AGI. A few assumptions behind Google DeepMind’s paper on preparing for AGI:
1. no ceiling at human-level capabilities,
2. powerful systems by 2030,
3. positive loops via AI R&D,
4. a reliance on relatively continuous progress.
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Amazon AGI Lab unveiled Nova Act, an AI agent system that can control browsers to perform tasks
— Beats Claude 3.7 Sonnet and OpenAI’s CUA on reliability
—Will power Amazon's next-gen Alexa+
— Also includes an SDK to build custom browser agents
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Serenity Sound Sanctuary offers a unique collection of soul-healing music designed to help you reconnect with your true self. From attracting authentic love to reclaiming your body’s sacredness, their tracks provide deep emotional and spiritual healing through the power of sound. Dive into their offerings and transform your mind, body, and spirit through music.
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Check out our video below!
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Useful AI apps that are available on your phone 👍
These neural networks can be used on your smartphone at any time - from searching for information to creating content:
▪️ Gamma - creates presentations using AI in a couple of minutes.
▪️ Grok - will help you find a solution to any question: from answering a task to generating photos.
▪️ Gemini - a neural network for searching, generating images and even ideas.
▪️ Replit - for those who code. You can write code with AI support directly from your phone.
▪️ Perplexity - forget about Google and search for everything you need through it 💡
▪️ Kling - helps in creating videos.
▪️ Windsurf - another assistant for coders.
▪️ Lovable – AI-generated websites that are pleasing to the eye.
▪️ Typefully – for those who write posts on social networks. Ideal for SMM specialists.
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OpenAI added native image generation within GPT-4o and Sora
—A fully integrated system for creating visuals via ChatGPT
—Excels at menus, diagrams, and infographics
—Edits images with text prompts
—Rolling out to Plus, Pro, Team, and Free users
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Google DeepMind introduced Gemini 2.5
It’s Google’s first 2.5 model, Gemini 2.5 Pro Experimental is a state-of-the-art thinking model, leading in a wide range of benchmarks – with impressive improvements in enhanced reasoning and coding and now #1 on LMArena.
Find it on Google AI Studio and in the Gemini app for Gemini Advanced users now – and in Vertex in the coming weeks.
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New research from Anthropic shows how giving Claude a simple 'think' tool dramatically improves instruction adherence and multi-step problem solving for agents.
Also Anthropic launched hub where developers can find practical advice and latest discoveries on how to get the most from Claude.
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Tencent released Hunyuan-T1
- Better than GPT-4.5 and
DeepSeek R1.
- ultra-large-scale reasoning.
- Hybrid-Mamba-Transformer MoE Architecture –
- Strong Logic & Concise Writing
- 60-80 tokens/sec generation speed.
T1 Experience
Demo
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The Elphame neural network was found on the Internet, which will help to chew any material. The user sends an incomprehensible topic and receives 10 modules with the most understandable explanation. The service is free.
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What's the difference between AI and truly 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀?
The key difference? 𝗦𝘁𝗮𝘁𝗶𝗰 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹𝘀 𝘃𝘀. 𝗗𝘆𝗻𝗮𝗺𝗶𝗰 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀.
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Cool paper by Google DeepMind. Most AI systems assume there’s just one right answer—but many tasks have reasonable disagreement. How can better model human variation?
Researchers propose modeling at the individual-level using open-ended, textual value profiles
