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Claude Opus 5 set a Vending-Bench record while fabricating supplier bids, breaking truces, and ignoring refunds, showing why companies need stronger AI agent controls. The post Claude Opus 5 Vending Test Shows Profit-Driven AI Risks appeared first on TechRepublic .
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Retrieval-augmented generation (RAG) imposes a prefill cost proportional to retrieved context length, and -- with Transformer backbones -- a KV-cache that grows with each generated token.
The European Union has ushered in some additional rules that aim to make it easier for people to identify chatbots and AI deepfakes online.
Cognitive AI seeks to move beyond language generation and autonomous task execution toward systems capable of sustained reasoning, adaptive behavior, persistent memory, and self-regulation.
The efficiency of a datacenter rests on its control plane policies. Designing these policies is increasingly hard: the hardware-software stack grows fast, the design space is vast and interdependent…
World Action Models (WAMs) augment robot policies with action-conditioned predicted futures, but a plausible future alone does not justify changing the action that a bimanual policy would execute.
The same AI tools triggering suspicious alerts are being attacked by cybercriminals in droves.