On the energy era of AI

The second scaling law: the frontier moved to inference

For a decade, models got smarter by getting bigger. Now they get smarter by thinking longer, and that new axis runs straight into the memory wall.

The converter tax: why analog computing must stay analog

In-memory compute does the maths in physics, as analog current. Convert that current back to digital after every step and you hand most of the saving straight back.

Sovereignty in silicon: trust rooted in the chip

Where you run inference is becoming a legal question. The strongest answer isn't a contract or a policy — it's a property of the hardware itself.

Tokens per joule: the metric for the AI era

Speed was the number that defined the training era. The number that defines the inference era is energy — and it has a name.

What in-memory compute really is

For eighty years, computers have moved data to a processor to compute. In-memory compute stops moving it — and does the arithmetic in physics.

Why agentic AI breaks today's inference hardware

Agentic AI doesn't run one model. It runs a committee — and current hardware pays a tax on every handoff.

Revolutionizing Data Centers: Efficient AI Hardware Solutions Emerge

Innovations in predictive memory engine technology, optically interconnected data centers, and recycled computing platforms are transforming the industry.

Transforming AI Hardware: Edge AI, Datacenter Compute, and Memory Innovations

Industry trends, infrastructure developments, and customized hardware shape the future of AI hardware

The AI-Powered Semiconductor Shift: Embracing Energy Efficiency

As AI-native software drives IT infrastructure management, the semiconductor industry undergoes a transformative shift towards energy-efficient computing.

Accelerating the AI Revolution: Specialized Hardware Takes Center Stage

A Deep Dive into the Convergence of AI, Manufacturing, and Processing Capabilities

AI-Driven Semiconductor Landscape: A New Era of Computing

Exponential Growth in Demand for Specialized Hardware and Memory Innovations

AI Hardware's Edge: Trends, Innovation & Transformation

Exploring the seismic shift in AI chip sales, edge AI compute, and data centers, with implications for global market growth