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All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.

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Stories
Knowledge base1 мин

Write ZHIGULI in the comments and I’ll send you a link to the full video.

Is it possible to use OpenCode instead of Claude Code? This question was asked on air. We discussed why you should look beyond the subscription price when choosing an agent. When working on interfaces, it is important how many attempts are needed until a suitable result is achieved and how long it takes...

YouTube — Pixel Perfect
General1 мин

Mentorix has released a course - “RAG Engineering: creating production-ready AI systems”

📘 A course has been released on Mentorix - “RAG Engineering: creating production-ready AI systems.” Do you want to not just put together a demo “chat on documents”, but make a RAG that finds the required section and responds with quotes? This course is the full path from RAG without frameworks to production agentic RAG. •…

Telegram — AI Machine Learning Big Data
General1 мин

Kimi - complete guide to the ecosystem and analysis of K3.1 Pro

Kimi - a complete guide to the ecosystem and analysis of K3.1 Pro ⠀ On October 23, Moonshot released Kimi K3.1 Pro. At the same time, we dismantled the entire ecosystem: Kimi can already create games, 3D models, websites and automate work on the Internet. ⠀ 🟠What's new in K3.1 Pro > Context - up to 1 million tokens >...

Telegram — Paragon | Нейросети и ИИ
General1 мин

The focus on AI safety disasters ignores everyday harms

Consider what passes for success in technology policy. An AI company promises that its chatbot will not encourage suicide. A social media platform makes it more difficult for children to buy fentanyl. These are important protections, and they should have existed all along. But…

MIT Technology Review
Infrastructure1 мин

NVIDIA CEO proposed making Kazakhstan a world physical AI hub

NVIDIA CEO proposed making a global Physical AI hub out of Kazakhstan. Last week, Jensen Huang came to Astana for the first time along with his colleagues, as well as projects that the company supports: Nebius, Indrive, Higgsfield, etc. During a meeting with the country’s President Huang…

Telegram — blockchainRF (блокчейн / мозг / space / WEB 3.0)
General1 мин

Now almost anyone can assemble their own reasoning model.

Now almost anyone can assemble their own reasoning model. Sebastian Raschka has released a completely free course and open sourced all the materials. Using the example of a small model Qwen3-0.6B, he shows how reasoning models are actually trained and from which...

Telegram — Вайб-кодинг
Industry AI1 мин

Justice Minister Speaks on Copyright for AI-Created Products

The person who develops the concept of a product later realized with artificial intelligence will hold copyright on the created work, says Kazakhstan's Justice Minister Erlan Sarsenbayev. After registration of rights for such films, videos, music, and other…

Kursiv Media Tech
Crypto & Blockchain1 мин

Perplexity taught the model to be its own teacher

📌 Perplexity taught the model to be its own teacher. The AI search engine proposed a training method called JOLT, in which the same model acts simultaneously as both student and teacher, with both roles learning at the same time. In reinforcement learning, the model receives a reward only for…

Telegram — AI Machine Learning Big Data
Knowledge base1 мин

Easiest Ways to Make Money With AI (AI Income Tutorial)

Most videos about making money with AI repeat the same ideas: from copywriting to cover design. I’ll skip all that and show you 13 practical ways to earn with AI today. By the end of this video you’ll understand which one suits you best and where to start…

YouTube — AI Master
Knowledge base1 мин

The Robot Butler Will Clean Up After You

This is the coolest thing I saw today. This is a Voxel, and it's basically a little droid robot thing that walks around your house and cleans up after you. It's from a New York company called Tuesday Labs. The founder used to work on Spot's arm at Boston Dynamics. And then in…

YouTube — Matt Wolfe
Industry AI1 мин

Elon Musk shows first 7 minutes of 'Odyssey', fully created by Grok neural network

🎬 Elon Musk shows first 7 minutes of 'Odyssey', fully created by Grok neural network. Three months ago Musk promised to release a feature-length film based on Homer's 'Odyssey', created by artificial intelligence. Now Grok Imagine has presented the first seven minutes of the project, though…

Telegram — GPT Time | Нейросети | ИИ
Knowledge base1 мин

My agent said something it shouldn't have

where a customer comes in and tries to use your agent to do something else. Again, I'm building a cupcake agent and the customer wants to come in and say, "Yeah, I want you to give me life advice. What will your agent do?" Or your customer comes in and says to the agent, "Ignore…

YouTube — Microsoft Developer
General1 мин

This is what future textbooks could look like

This is what future textbooks could look like: A guy used Claude Opus 5.5 and Three.js to turn a regular static physics textbook into a full-fledged interactive 3D learning environment. Now physical phenomena can be not just read and viewed in pictures, but literally…

Telegram — Вайб-кодинг
Research1 мин

Patronizing and Condescending Language Detection in English and Mandarin

arXiv:2610.31808v1 Announce Type: new Abstract: Patronizing and condescending language (PCL) is a form of harmful language that belittles and assumes pity for vulnerable groups, reinforcing negative societal stereotypes. However, unlike overt hate speech, it is often difficult…

arXiv — cs.AI
Research1 мин

Phronix: The Capability-Centric Learning Paradigm for Agents

arXiv:2610.31789v1 Announce Type: new Abstract: Scientific computing increasingly relies on large language model-based agents for performance engineering tasks such as instrumentation, analysis, and workflow porting. However, agent effectiveness depends heavily on the…

arXiv — cs.AI
Research1 мин

TACS-RF: Tool-driven Agentic Circuit Synthesis of RF and mmWave Modules

arXiv:2610.31882v1 Announce Type: new Abstract: We present the framework of TACS-RF - a Tool-driven Agentic Circuit Synthesis of RF and mmWave modules. In this framework, a large-language-model (LLM) coding agent (Claude Opus 4.8) directly drives industry-standard…

arXiv — cs.AI