# Lakshmi Ramagiri

Published articles for Lakshmi Ramagiri.

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## 6 insights from the GSA Women's Leadership Initiative: AI semiconductor industry trends turn the chip race into a systems race

DevFeed: [6 insights from the GSA Women's Leadership Initiative: AI semiconductor industry trends turn the chip race into a systems race](<https://devfeed.tech/articles/6-insights-from-the-gsa-women-s-leadership-initiative-ai-semiconductor-industry-trends-turn-the-chip-race-into-a-systems-race-109323.md>)

Original publisher: [Read original article](<https://siliconangle.com/2026/10/30/ai-semiconductor-industry-trends-from-chips-systems-gsawomensleadershipinitiative/>)

Author: Jonathan Anthony

Published: 2026-10-30T20:28:11Z

Content type: news

Language: en

Sources: [SiliconANGLE](<https://devfeed.tech/sources/siliconangle.md>)

Topics: [Chip design](<https://devfeed.tech/topics/chip-design.md>), [Physical AI](<https://devfeed.tech/topics/physical-ai.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [communications](<https://devfeed.tech/topics/communications.md>), [reliability-engineering](<https://devfeed.tech/topics/reliability-engineering.md>)

Tags: [advanced-computing](<https://devfeed.tech/tags/advanced-computing.md>), [advanced-packaging](<https://devfeed.tech/tags/advanced-packaging.md>), [advanced-semiconductor-engineering-inc](<https://devfeed.tech/tags/advanced-semiconductor-engineering-inc.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [alisa-wang](<https://devfeed.tech/tags/alisa-wang.md>), [alison-kosik](<https://devfeed.tech/tags/alison-kosik.md>), [ansys](<https://devfeed.tech/tags/ansys.md>), [arm-ltd](<https://devfeed.tech/tags/arm-ltd.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [ase](<https://devfeed.tech/tags/ase.md>), [career-advancement](<https://devfeed.tech/tags/career-advancement.md>), [chip](<https://devfeed.tech/tags/chip.md>), [chip-design](<https://devfeed.tech/tags/chip-design.md>), [chips](<https://devfeed.tech/tags/chips.md>), [components](<https://devfeed.tech/tags/components.md>), [cost](<https://devfeed.tech/tags/cost.md>), [credo-technology-group-holding-ltd](<https://devfeed.tech/tags/credo-technology-group-holding-ltd.md>), [cube-event-coverage](<https://devfeed.tech/tags/cube-event-coverage.md>), [cxl](<https://devfeed.tech/tags/cxl.md>), [decades](<https://devfeed.tech/tags/decades.md>), [dmtf](<https://devfeed.tech/tags/dmtf.md>), [emib-bridge-technology](<https://devfeed.tech/tags/emib-bridge-technology.md>), [engineering-leadership](<https://devfeed.tech/tags/engineering-leadership.md>), [executive-sponsorship](<https://devfeed.tech/tags/executive-sponsorship.md>), [female-executives](<https://devfeed.tech/tags/female-executives.md>), [gina-longoria](<https://devfeed.tech/tags/gina-longoria.md>), [globalfoundries-inc](<https://devfeed.tech/tags/globalfoundries-inc.md>), [gsa-womens-leadership-initiative-2026](<https://devfeed.tech/tags/gsa-womens-leadership-initiative-2026.md>), [gsawomensleadershipinitiative](<https://devfeed.tech/tags/gsawomensleadershipinitiative.md>), [high-bandwith-compute](<https://devfeed.tech/tags/high-bandwith-compute.md>), [iliana-chen](<https://devfeed.tech/tags/iliana-chen.md>), [industry](<https://devfeed.tech/tags/industry.md>), [industry-trends](<https://devfeed.tech/tags/industry-trends.md>), [infra](<https://devfeed.tech/tags/infra.md>), [initiative](<https://devfeed.tech/tags/initiative.md>), [insights](<https://devfeed.tech/tags/insights.md>), [intel-corp](<https://devfeed.tech/tags/intel-corp.md>), [john-furrier](<https://devfeed.tech/tags/john-furrier.md>), [lakshmi-ramagiri](<https://devfeed.tech/tags/lakshmi-ramagiri.md>), [leadership](<https://devfeed.tech/tags/leadership.md>), [news](<https://devfeed.tech/tags/news.md>), [package](<https://devfeed.tech/tags/package.md>), [performance](<https://devfeed.tech/tags/performance.md>), [rack](<https://devfeed.tech/tags/rack.md>), [reliability](<https://devfeed.tech/tags/reliability.md>), [semiconductor](<https://devfeed.tech/tags/semiconductor.md>), [semiconductor-industry](<https://devfeed.tech/tags/semiconductor-industry.md>), [systems](<https://devfeed.tech/tags/systems.md>), [thecube](<https://devfeed.tech/tags/thecube.md>), [trends](<https://devfeed.tech/tags/trends.md>), [women](<https://devfeed.tech/tags/women.md>)

### AI overview

AI semiconductor competition is shifting from optimizing individual chips to coordinating whole systems: package, rack, connectivity and supply chain now shape performance, cost and reliability from the start. The article highlights six related developments: data movement is becoming an infrastructure bottleneck, prompting optical links to move closer to compute; advanced packaging and chiplet connections are becoming part of system architecture; AI analysis of design and manufacturing data can catch yield problems earlier; physical AI requires coordinated architecture, firmware, security and standards; sourcing and second suppliers are becoming product decisions under constrained capacity; and AI tools are entering chip design and verification as development cycles shorten. The reported gains and strategies are attributed to specific industry leaders and companies, rather than presented as universal results.

### Source excerpt

For decades, the semiconductor industry competed on one thing: the individual chip. One of the biggest AI semiconductor industry trends now under way is the shift toward treating chips as components of much larger systems. Performance, cost and reliability are now determined across the package, the rack and the supply chain, not inside a single [...] The post 6 insights from the GSA Women's Leadership Initiative: AI semiconductor industry trends turn the chip race into a systems race appeared first on SiliconANGLE.