Vortex Next Gen Trends
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Nvidia has unveiled a base AI model for humanoid robotics, Groot N1. With this core, robots will be able to think โ€œfast and slowโ€ to instantly execute simple commands or reason.
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Cool paper by Google DeepMind. Most AI systems assume thereโ€™s just one right answerโ€”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
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What's the difference between AI and truly ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐˜„๐—ผ๐—ฟ๐—ธ๐—ณ๐—น๐—ผ๐˜„๐˜€?

The key difference? ๐—ฆ๐˜๐—ฎ๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ ๐˜ƒ๐˜€. ๐——๐˜†๐—ป๐—ฎ๐—บ๐—ถ๐—ฐ ๐—”๐—œ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€.
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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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Tencent released Hunyuan-T1

- Better than GPT-4.5 and
DeepSeek R1.
- ultra-large-scale reasoning.
- Hybrid-Mamba-Transformer MoE Architecture โ€“
- Strong Logic & Concise Writing
- 60-80 tokens/sec generation speed.

T1 Experience
Demo
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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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Google DeepMind introduced Gemini 2.5

Itโ€™s Googleโ€™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 โ€“ 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 โ€“ and in Vertex in the coming weeks.
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OpenAI added native image generation within GPT-4o and Sora

โ€”A fully integrated system for creating visuals via ChatGPT
โ€”Excels at menus, diagrams, and infographics
โ€”Edits images with text prompts
โ€”Rolling out to Plus, Pro, Team, and Free users
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Google Introduced TxGemma: a collection of open models designed to help with drug development, and Agentic-Tx: an agentic system for therapeutics

TxGemma models are generalist therapeutic LLMs that can make a variety of predictions & can be chatted with in the same model.

Hf.
GitHub
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New market map by a16z: AI*online shopping
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Useful AI apps that are available on your phone ๐Ÿ‘

These neural networks can be used on your smartphone at any time - from searching for information to creating content:

โ–ช๏ธ Gamma - creates presentations using AI in a couple of minutes.

โ–ช๏ธ Grok - will help you find a solution to any question: from answering a task to generating photos.

โ–ช๏ธ Gemini - a neural network for searching, generating images and even ideas.

โ–ช๏ธ Replit - for those who code. You can write code with AI support directly from your phone.

โ–ช๏ธ Perplexity - forget about Google and search for everything you need through it ๐Ÿ’ก

โ–ช๏ธ Kling - helps in creating videos.

โ–ช๏ธ Windsurf - another assistant for coders.

โ–ช๏ธ Lovable โ€“ AI-generated websites that are pleasing to the eye.

โ–ช๏ธ Typefully โ€“ for those who write posts on social networks. Ideal for SMM specialists.
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Amazon AGI Lab unveiled Nova Act, an AI agent system that can control browsers to perform tasks

โ€” Beats Claude 3.7 Sonnet and OpenAIโ€™s CUA on reliability
โ€”Will power Amazon's next-gen Alexa+
โ€” Also includes an SDK to build custom browser agents
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The most important paper by Google about AGI. A few assumptions behind Google DeepMindโ€™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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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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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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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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Meta rolled out the ChatGPT killer โ€” 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.


โ€” Llama 4 Scout is basic, but has 80 times more context than Llama 3. Destroyed Gemini 2.0 and Gemma 3 in benchmarks.


โ€” Llama 4 Maverick is a neural network for coders. In terms of speed and quality, it bypasses DeepSeek v3.1 and even GPT-4o.


โ€” 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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