Airtable Superagent: Multi-agents instead of chatbots

Airtable Superagent: Multi-agents instead of chatbots

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.

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Google Project Genie: AI generates playable, infinite worlds

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.

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OpenClaw: The AI agent that truly controls your PC

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.

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Microsoft Clarity: AI Bot Activity & Traffic-Analysis

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.”

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Mistral Large 2: Europe’s answer to GPT-4o and Llama 3.1

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.

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Kimi k2.5 Release: The new AI competitor for GPT-4o & Claude?

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.

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OpenAI Prism: GPT-5.2 meets free LaTeX workspace

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.

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