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News2 min read·2026-10-18DisconfirmAI Editorial

Ayar Labs and GUC Joint Thermal Co-Simulation: Co-Packaged Optics Requires Liquid Cooling to Meet Spec in a 3 kW AI Package

Ayar Labs and GUC published thermal co-simulation results for a multi-chip package exceeding 3 kW: conventional air cooling cannot meet the temperature specifications for co-packaged optics, while an impingement-type liquid cold plate keeps all components within spec. The simulation is based on static power assumptions; dynamic workload testing has not yet been completed.

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Original publication time 2026-10-15 15:01 GMT+8

Whether co-packaged optics (CPO) can operate reliably alongside high-power AI processors has been one of the central concerns blocking deployment of the technology. Ayar Labs and GUC (Global Unichip Corp.) jointly conducted a thermal co-simulation targeting a multi-chip package with a total power envelope exceeding 3 kW, testing how optical engines perform thermally when coexisting with high-power AI dies. The conclusion is clear: conventional air cooling fails to meet spec, while liquid cooling works.

The package measures 105 mm × 140 mm and houses 2 XPUs (25.69 mm × 32.40 mm each), 8 HBM4 memory modules, 4 I/O chiplets, and 8 TeraPHY optical engines (12.5 mm × 13.0 mm each). The optical engines are attached directly to the MCP organic substrate and communicate with the I/O chiplets via UCIe-S, replacing traditional electrical interconnects and enabling a full-duplex optical interface of more than 100 Tbps. The AI processors alone consume 1,500 W, with the entire package exceeding 3 kW.

The simulation proceeded in three steps. First, a standard air fin heatsink was tested at airspeeds of 5–6 m/s and an ambient temperature of 25 °C; the result showed that all components except the I/O die significantly exceeded their temperature specifications. Second, a thermal resistance analysis determined the conditions needed to meet spec: ASIC thermal resistance must be ≤ 0.008 K/W and optical engine thermal resistance must be ≤ 0.15 K/W. Third, an impingement-type cold plate was tested at a flow rate of 4.5 LPM, and all components fell within their temperature limits—HBM4 below 95 °C, SoC below 125 °C, and optical engines below 100 °C.

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Important boundaries remain: these are simulation results, not measured data, and they are based on static power assumptions—each component's power consumption is held constant. The authors themselves note that real systems ramp up from idle, spike during training or booting, and fluctuate with user demand, producing thermal transients; dynamic workload simulation is still pending. In addition, the data comes from parties with a direct commercial interest in CPO technology, and no independent replication exists at present. The authors explicitly state that they are sharing these results to give hyperscalers the confidence to move forward with CPO deployments at scale.

Sources

  • 原始出处semiengineering.com↗
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