Tag: NPU Technology

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AI Safety & Guardrails

AI Hardware Trends: Edge Compute Growth and the Deflation of Token Costs

Explore how 100+ TOPS edge-native NPUs and zero-marginal-cost inference are driving Silicon Cannibalism, disrupting cloud-first GenAI startups by 2026.

4 Min Read
A large metal vault with an open door reveals digital circuitry inside, emitting glowing lights and data streams that represent digital security and technology.
AI Safety & Guardrails

Repatriating Intelligence: The Structural Shift from Software Guardrails to Hardware Custody

Discover how India's DPDP Act is driving enterprises to abandon cloud LLMs for local NPUs, enforcing data sovereignty, lowering latency,…

6 Min Read