Programming

Diagram of an AI agent's audit trail with one unattributed action flagged

The New Automation Bottleneck: Agents Can Act, But Nobody Can Prove What They Did

Automation stopped being a pilot project this year. Agents are reading inboxes, updating CRM records, provisioning accounts and pushing code in live environments across enterprise software, logistics, finance and healthcare. The interesting shift is what teams are now arguing about internally. A year ago the question was whether an agent could reliably complete a multi-step […]

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AI Automation Trends in 2026: From AI Assistants to Autonomous Business Operations

AI automation is entering its next phase. The biggest change in 2026 is not simply that AI models are becoming smarter—it is that AI is increasingly able to take action, use tools, coordinate with other agents, and complete multi-step business workflows. Businesses are moving beyond asking AI to write an email or summarize a document.

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One of China’s Most Powerful AI Models Has Also Broken Containment

Security researchers say that Kimi K3, an open-weight model from China, wandered off to the internet in an attempt to cheat on a test it was given. Frontier Security, a US startup, says that Kimi K3 went outside of its sandbox while testing its defensive cybersecurity skills. As with incidents previously reported by OpenAI and Anthropic, the escape was partly

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Redington adds AutomationEdge to AI marketplace, opening new automation opportunities for partners

The companies will jointly enable partners with PoCs, deployment frameworks and automation use cases as enterprises move beyond AI experimentation. Redington Limited has partnered with AutomationEdge to bring the company’s enterprise automation and agentic AI platform to the Redington AI Exchange Marketplace, giving partners access to AI agents and automation solutions for enterprise deployments. The

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How to Get the Most Out of Claude Fable 5 – Maximize your Claude Fable 5 usage

Claude Fable 5 was released around a month ago and then, after three days, was pulled from the public because of security concerns. However, it’s now been returned to the Claude subscription, and anyone with the Claude subscription can access Claude Fable 5. Unfortunately, Anthropic limited the amount of usage you get with Claude Fable 5

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OpenAI, Meta, SpaceXAI compete for more cost-efficient AI models

Top AI developers must now find ways to maximize value for current and potential customers, without undercutting themselves to the point where they’d struggle to recoup the hundreds of billions of dollars they’ve invested in chips and data centers. AI Giants Shift Battle From Raw Power to Price as Enterprise Bills Pile Up OpenAI, Meta,

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Stop Chasing the Latest AI Models: They’re Rarely Worth Your Time or Money

Prior to the US government banning (and then reinstating) it, Fable 5 was the newest and most intelligent AI model ever, crushing all benchmarks. Before Fable 5, it was Opus 4.8 in May, then GPT-5.5 in April, and then Opus 4.7 just a few days earlier in April. By the time you read this, a new top model

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More details on Fable 5’s cyber safeguards and our jailbreak framework

Claude Fable 5 has been re-deployed and is now available globally for all users. We’re taking this opportunity to share further information in two areas. First, we provide more information on the cybersecurity safeguards—specifically, the safety classifiers—that we launched with the model. These are the AI systems that accompany the model that detect and block dangerous (or potentially dangerous)

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Google delays Gemini 3.5 Pro launch to July as it tweaks its new frontier AI model

The release date for Google’s next frontier AI model has been pushed to July, Business Insider has learned. The company previously said it planned to roll out the new Gemini 3.5 Pro model in June. However, it is now targeting a July launch as it spends extra time gathering feedback from early testers and tweaking

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