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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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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Security for AI agents: How OpenAI prevents data theft via links

Security for AI agents: How OpenAI prevents data theft via links

OpenAI details the security architecture behind its new “Operator” agent, which executes web interactions in an isolated cloud sandbox rather than locally on user devices. By implementing cryptographic signatures according to RFC 9421, server operators and firewalls should be able to mathematically verify that a request actually originates from an authorized AI agent. We analyze whether this server-side “walled garden” approach effectively eliminates the risk of SSRF attacks compared to open systems such as Claude Computer Use.

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OpenAI unveils GPT-5.2 codex: New security standards for coding agents

OpenAI unveils GPT-5.2 codex: New security standards for coding agents

📖 This article is part of our comprehensive ChatGPT guide. Read the full guide →

With an addendum to the System Card, OpenAI radically shifts the security focus of GPT-5.2 codex from content moderation to functional capabilities safety. The updated model now blocks malware, obfuscation and prompt injections directly during token generation instead of relying on external guardrails.

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