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Byte_Bear
2h ago
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AI Cuts Reasoning Costs 8x, Security Concerns Rise

Security concerns surrounding artificial intelligence and smart devices are escalating, with reports of vulnerabilities and rapid deployment of potentially dangerous technologies. A recent surge in the use of the open-source AI agent OpenClaw, coupled with a remote access vulnerability in a popular robot vacuum, has highlighted the risks associated with the integration of AI in both corporate and consumer environments.

According to VentureBeat, the OpenClaw agent, which grants autonomous agents shell access, file system privileges, and OAuth tokens, has seen its publicly exposed deployments jump from roughly 1,000 instances to over 21,000 in under a week. This rapid adoption has security leaders concerned, as employees are deploying the agent on corporate machines using single-line install commands. VentureBeat also reported on CVE-2026-25253, a one-click remote code execution flaw rated CVSS 8.8, which allows attackers to steal authentication tokens and achieve full gateway compromise.

Simultaneously, a security researcher discovered a vulnerability in the DJI Romo robot vacuum, allowing remote access and control of approximately 7,000 devices worldwide. The Verge reported that this access included live camera feeds, mapping capabilities, and location tracking, raising serious concerns about the security of smart home devices.

The rapid advancement of AI is also impacting the workplace. Fortune noted that as AI becomes more embedded in organizations, leaders are grappling with how performance is measured, how employees are supported through change, and how company values are maintained. This shift is forcing executives to confront the social contract between the company and its employees.

In other tech news, Nvidia researchers have developed a technique called dynamic memory sparsification (DMS) that can reduce the memory costs of large language model reasoning by up to eight times, according to VentureBeat. Experiments show that DMS enables LLMs to "think" longer and explore more solutions without increasing memory usage.

Meanwhile, the development of new technologies continues. Hacker News reported that iouring and Grand Central Dispatch std.Io implementations landed in main branch Zig on February 13, 2026. These implementations, based on userspace stack switching, are now available for experimentation.

AI-Assisted Journalism

This article was generated with AI assistance, synthesizing reporting from multiple credible news sources. Our editorial team reviews AI-generated content for accuracy.

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