人工智能时代固件转型：洞察、挑战与机遇.pdf

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1、DJ Whang-GoogleAllison Goodman-IntelPhil Leech-HPERanjeet Kumar-AMDTransforming Firmware in the Age of AIInsights,Challenges,and OpportunitiesTransforming Firmware in the Age of AIInsights,Challenges,and OpportunitiesDJ Whang-GoogleAllison Goodman-IntelPhil Leech-HPERanjeet Kumar-AMDOPEN PLATFORM FI

2、RMWARE(OPF)Panel DiscussionDJ WhangStaff Software Engineering ManagerGoogleAllison GoodmanSr.Principal EngineerIntelPhil LeechPrincipal Technologist and MHS M-PNP Workstream ChairHPERanjeet KumarFellow,System Firmware ArchitectAMDAI impacts firmware development in two major ways:AI accelerating the

3、firmware development:AI tools,particularly generative AI,can be used to write new code,debug existing code,parse logs,evaluate data to find trends such as looking for performance anomalies,etc.increasing velocity.Gen AI can also support ancillary tasks such as writing documentation,looking for incon

4、sistencies between code and docs,etc.AI changing the firmware requirements:AI requires new or updated firmware capabilities,such as supporting new advanced power,performance,telemetry capabilities,support of new or enhanced high-speed connectivity buses,or AI-centric security features.AI systems are

5、 also more complex,making RAS even more important than before.Intercept of AI and FirmwareAI through the stages of FW CreationRequirementsArchitectureDesign&ImplementationTesting&ValidationDebugSustaining&Ongoing OptimizationAI through the stages of FW CreationRequirementsArchitectureDesignImplement

6、ationTesting and ValidationDebugSustaining&Ongoing OptimizationAccelerationQuickly create requirements from lengthy hardware specification and from existing implementationsHighlight requirement conflictsConsistent requirement documentationChallengesConsistent requirement documentation still takes ov