With “Superagent,”Airtable is launching an autonomous AI that not only outlines complex planning tasks but also executes them directly in the database via multi-agent orchestration. The system positions itself as a “headless analyst” that retrieves external sources such as FactSet or SEC filings and provides verified data instead of mere chat responses. We analyze how the technology works and where the aggressive credit pricing model becomes a cost trap for companies.
AI News

Artificial Intelligence (AI) has become an indispensable part of many aspects of professional and everyday life. It enables tasks to be completed more efficiently, precisely, and quickly. From text creation, data analysis, research, business processes, document search, and coding to the creative design of images and videos.
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All about up-to-date AI chatbots like ChatGPT, Gemini, Claude, and many more
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Google Project Genie: AI generates playable, infinite worlds
Google DeepMind is launching “Project Genie,” an AI platform that instantly generates playable worlds from simple text commands. Unlike pure video generators, the underlying Foundation World Model understands control commands and simulates game mechanics at 24 fps in real time. But behind the technical breakthrough lie tough restrictions: a 60-second limit, massive subscription costs, and physics that tend to hallucinate.
OpenClaw: The AI agent that truly controls your PC
OpenClaw grants AI agents direct system access via messengers such as WhatsApp and automates complex workflows completely autonomously. The viral open-source project is hailed as the “future of work,” but it opens up massive security gaps through de facto remote shell functionalities and uncontrolled API consumption. Here is a technical deep dive into the code, the cost traps, and the actual performance of the tool.
Microsoft Clarity: AI Bot Activity & Traffic-Analysis
With “AI Bot Activity,”Microsoft unveils a new server-side feature for Clarity that, for the first time, provides transparency into how aggressively AI crawlers and RAG agents are searching your website in the background. By directly analyzing CDN log data, the tool bypasses the blindness of traditional JavaScript trackers and provides publishers with the raw numbers on data leakage to OpenAI or Anthropic. We’ll show you how the integration works and why critics are already calling pure monitoring without a blocking option a “toothless tiger.”
Mistral Large 2: Europe’s answer to GPT-4o and Llama 3.1
Mistral AI challenges the open-weights competition with Mistral Large 2, delivering a 123 billion parameter model that prioritizes efficiency over sheer mass. It offers nearly the same performance as Llama 3.1 405B with drastically lower hardware requirements, making it the most powerful option currently available for companies that want to host their own AI. Here are the technical details and benchmarks.
Kimi k2.5 Release: The new AI competitor for GPT-4o & Claude?
Moonshot AI releases Kimi k2.5, a 1.04 trillion parameter MoE model that challenges GPT-5.2 with native multimodality and massive scaling. The system relies on an aggressive “agent swarm” architecture that allows up to 100 sub-agents to work in parallel and significantly undercuts the US competition in terms of price. We analyze the technical data and show where the new benchmark king reaches its limits in everyday coding.
OpenAI Prism: GPT-5.2 meets free LaTeX workspace
OpenAI has released Prism, an AI-native environment for scientific writing that is deeply integrated with the new GPT-5.2 model family and native LaTeX support. The tool aims to replace established editors with automated “vision-to-code” workflows, but faces massive criticism for privacy risks to unpublished research and logical weaknesses in the fast “instant” model. We sort through the technical specifications and community reactions.
Universal Commerce Protocol (UCP): New standard for agentic commerce from Google
Google and Shopify present the Universal Commerce Protocol (UCP), an open framework for agentic commerce. From now on, AI agents such as Gemini and Microsoft Copilot will seamlessly connect shops, payment services, and loyalty programs to enable purchases directly from AI-supported interfaces.