London — Arm unveiled the biggest overhaul of its technology in almost a decade, with new designs targeting markets currently dominated by Intel, the world’s largest chipmaker.

The Cambridge, UK-based company is adding capabilities to help chips handle machine learning, a powerful type of artificial intelligence (AI) software. Extra security features will lock down data and computer code more...

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