All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
🔬️️️️️️ Claude independently bypassed the paywall for Georgia election statistics. According to media reports confirmed by Anthropic, this happened during an internal statistics project. The model learned that the department’s public panel issues an access token to visitors…
The Chinese job board has released a model that beats Qwen 27B on most benchmarks Nanbeige - The AI laboratory of the Chinese job search and recruiting platform BOSS Zhipin (this is a company something like WhatsApp + LinkedIn) has released a model...
✔️ Ideogram introduced the Vector 1.0 model. This is the company's first specialized model for working with vector graphics, which creates scalable SVG illustrations based on text queries, and also vectorizes downloaded raster images in JPG and PNG formats. Result…
Coyotec, the first Spanish-language AI radio host, supports immigrants.
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...
High-frequency traders like Jane Street and Hudson River Trading are now racing each other for AI computing power. The article Wall Street's fastest traders are building data centers and backing chip startups to stay ahead in AI appeared first on The Decoder.
Jayden, Sam, and Zack are eagerly pitching editors on reported stories and investigative features. The catch? They're all AI agents.
📘 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. •…
Toyota wants to turn itself into a global robotics company, and it's betting on humanoid robots and factory automation to get there. The article Toyota is betting $6.4 billion a year on humanoid robots and factory automation appeared first on The Decoder.
🤖 Sam Altman explained how artificial intelligence can launch an endless cycle of technological development. The head of OpenAI believes that the future of AI is not only about creating models that independently improve their own intelligence. There is another mechanism...
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 >...
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…
Coyotec is bilingual, swears, and tells listeners how to defend themselves against ICE. Its popularity comes as more broadcasters are experimenting with artificial personalities.
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...
🤯 AI has learned to anticipate user thoughts. And it appears it will soon be able to control even the agents that control other agents. A curious feature has appeared in OpenAI Codex. The neural network analyzes conversations, work results, and independently suggests what…
📌 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…
If your AGENTS.md has become outdated, Claude Code may notice that the documentation already diverges from the actual code, yet continue following old instructions. Researchers deliberately created this situation and ran 80 trials. In 79 cases, Claude Code recognized...
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…
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…
🎬 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…
Designer releases his working skill for building landing pages to open access. In just one day, more than 8,000 people bookmarked it. 🫠 The skill handles almost the entire page foundation: structure, copy, fonts, and spacing. To install it in Claude Code and immediately...
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…
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…
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:2610.31701v1 Announce Type: new Abstract: Enterprise customer journeys are shaped not only by product experiences and marketing, but also by recurring resource-allocation decisions. In B2B go-to-market (GTM) organizations, territory carving determines which accounts…
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:2610.31810v1 Announce Type: new Abstract: Even a carefully proofread paper can leave small gaps in its proofs or its stated assumptions. We introduce PaperFormalizer, a Lean-based agentic pipeline that helps authors find and close such gaps in their own papers and turn…
arXiv:2610.31846v1 Announce Type: new Abstract: Intelligent agents should learn from their mistakes so that experience leads to continuous improvement. Yet today's agents recover from a mistake only temporarily: in-context reflections are easily forgotten across sessions and…
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:2610.31916v1 Announce Type: new Abstract: A durable agent can resume a consequential action while its authority changes and the action's external outcome remains uncertain. We study execution-time reliability of tool-using AI agents, isolating recovery decisions from…