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AI & Enterprise

Enterprise edition 'old guy hardware' boom

As investment in AI infrastructure accelerates, companies specialising in on-premises hardware are posting strong growth alongside cloud expansion. Hardware makers spanning semiconductors, servers, storage and networking are reporting improved results as AI demand rises. Dell Technologies highlights a strategy centred on upgraded on-premises AI infrastructure and solutions optimised for the tokenomics era. Enterprises are also looking at PCs for local inference while major AI and software players expand offerings, partnerships, acquisitions and investments.

AI & Enterprise

Starbucks ditches AI inventory system as AI-driven layoffs spread

Starbucks has withdrawn a computer vision-based automated inventory management system from more than 11,000 stores after it miscounted stock and worsened shortages, Forbes reported. Staff returned to manual work. Forbes said companies replacing workers with AI are also removing AI that fails to replace people. It cited recent layoffs at Meta, Intuit and others, while companies also say they lack talent able to use AI tools in day-to-day work.

AI & Enterprise

Cisco tests LLMs for security incident reports; time saved but hallucination risk remains

Cisco shared results of an experiment using AI to write reports for security incident response training, concluding it saves time but carries many risks. Nate Forth (네이트 포르스) of Cisco Talos said large language models can produce serious inaccuracies, odd conclusions and inconsistent writing styles. Cisco identified four main error patterns and said task-specific prompts and clear source, style and format rules reduced hallucinations. Drafting time fell 50%, but session mixing and weak proofreading prompts remained problems.