TSMC nutzt KI-Software von Cadence und Synopsys für energieeffiziente KI-Chip-Designs

Die Halbleiterrevolution beschleunigt sich: TSMC setzt auf künstliche Intelligenz, um die nächste Generation von KI-Chips zu entwickeln.

KI-Designs für KI-Chips

Der taiwanesische Chipriese nutzt Cadence- und Synopsys-Software, um Entwicklungszyklen zu verkürzen und Energieeffizienz zu maximieren. Die Algorithmen optimieren Schaltkreise auf molekularer Ebene – menschliche Ingenieure könnten diese Komplexität nie in vergleichbarer Zeit bewältigen.

Energieeffizienz als Wettbewerbsvorteil

Durch maschinelles Lernen identifiziert die Software Energieverschwender in Chip-Designs, bevor Prototypen gebaut werden. Das spart nicht nur Strom, sondern verkürzt auch Time-to-Market um Wochen. In einem Markt, der nach immer leistungsfähigeren Chips giert, wird Effizienz zum entscheidenden Faktor.

Während traditionelle Finanzanalysten noch über Quartalszahlen grübeln, revolutioniert TSMC die Grundlagen der Technologie – das wahre Wachstum findet in den Nanometern statt, nicht in Excel-Tabellen.

Cadence and Synopsys beat engineers on speed and accuracy

Jim Chang, deputy director at TSMC’s 3DIC Methodology Group, showed off the results. Using Cadence and Synopsys software, chip designs that once took two days of human effort were finished by AI in five minutes. “That helps to max out TSMC technology’s capability, and we find this is very useful,” Jim said during his talk. The company sees this speed boost as key to getting more efficient chips to market faster.

But not every problem can be solved with smarter code.Kaushik Veeraraghavan, an engineer at Meta’s infrastructure division, said during his keynote that the current chip manufacturing model is hitting physical walls.Moving data in and out of chips with traditional wires is slowing things down.

Switching to optical connections could fix that, but right now, they’re still too unreliable for large data centers. “Really, this is not an engineering problem,” Kaushik said. “It’s a fundamental physical problem.”

At the same event, Qualcomm launched a new set of chips, including one aimed squarely at business computers. The flagship, Snapdragon X2 Elite, is expected to ship next year with a new security feature called Guardian.

Qualcomm pushes Guardian to compete in the business PC market

Kedar Kondap, senior vice president of gaming and compute at Qualcomm, explained how Guardian works.The feature lets IT teams remotely connect to a laptop, even if it’s off, to push updates or give support.This kind of remote access has existed before, but Qualcomm plans to pair it with their 5G modem chips.

That means companies could locate and manage laptops as long as they have a mobile signal. “Nobody else can offer something like that,” said Ben Bajarin, chief executive of Creative Strategies. “I can actually see that being attractive for a portion of the workforce and something that will get stronger interest in Qualcomm for enterprise fleets.”

Qualcomm has been trying to grab a piece of the PC market for two years now, competing with Apple and Intel by offering energy-saving chips for Windows laptops. Intel still holds most of the corporate PC share and already had similar remote features, but Qualcomm’s wireless integration might give it an edge with businesses managing devices on the go.

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