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Vaire tapes out a chip that recycles half its energy

Programming 22 May 2025 · Data Center Dynamics

Vaire Computing, a startup founded in 2021 to build near-zero-energy reversible and adiabatic chips, has taped out a demonstration test chip that recovers about half of its switching energy on average — rather than throwing it away as heat.

What was built

The test chip is fabricated in a mature 22nm planar CMOS process. Instead of slamming each node hard between voltage levels and dissipating the energy, it drives its logic from a resonant power clock — an on-chip resonator that charges and discharges the circuit gently and then pulls much of that energy back out again. This is the practical face of adiabatic, energy-recovery computing: keep the energy moving rather than burning it.

On average the chip recovers roughly 50% of its switching energy. Individual blocks did better: Vaire reported energy-recovery factors comfortably above the break-even threshold of 1.0, around 1.77 for a capacitor array and about 1.41 for an adder. A factor above one means more energy is returned than is needed to do the next cycle's useful work, the regime where reversible hardware starts to pay for itself.

Why it matters

Conventional CMOS has no answer to this: every transition wastes ½CV² of energy, and at data-centre scale that waste is now the binding constraint. Vaire's pitch is aimed squarely at energy-hungry AI workloads, where the cost and heat of computation, not the raw transistor count, set the limit. The company's team includes reversible-computing pioneer Michael P. Frank, who has spent decades arguing that energy recovery is the only path past the power wall.

This is a demonstration part, not a product. Vaire has said it is targeting production silicon around 2027. But taping out working energy-recovery logic in a standard process is the kind of milestone the field has been waiting on: evidence that reversibility can leave the simulator and run on ordinary fab lines.

Source: Data Center Dynamics — Vaire Computing tapes out demo chip capable of recycling 50% of its energy intensity. See also Fortune.