AI Infrastructure
AI infrastructure and compute ecosystem
Articles
Predicting Post-Route PPA from Macro and Standard-Cell Placementsβ9
A methodology predicts post-route PPA from macro and standard-cell placements, cutting routing iterations and enabling faster, informed physical design decision...
Rowhammer Backdoor Injection Attack During Inference: A New Threat from Northeastern Universityβ8
A new attack from Northeastern University exploits Rowhammer to inject backdoors into neural networks during inference, threatening AI integrity.
Generative Design Optimizes Liquid-Cooling Channels for 2.5D and 3D Packagesβ9
Generative design optimizes liquid-cooling channels for 2.5D and 3D packages, enhancing heat management and performance.
Ferroelectric Tuning Reduces Optical-Interconnect Stalls in LLM Trainingβ9
Georgia Tech researchers use ferroelectric tuning in optical interconnects to reduce data-transfer bottlenecks, cutting latency and energy use in large language...
Open-Source Benchmark Suite for 2.5D/3D Heterogeneous Integration Research in Physical Designβ7
UCLA releases open-source benchmark suite for 2.5D/3D heterogeneous integration physical design, enabling standardized testing of placement, routing, and therma...
Deep Learning Automates Parameter Extraction for 2D Transistors: A 2026 Perspectiveβ9
Deep learning automates 2D transistor parameter extraction, boosting speed and consistency for nanoscale semiconductor characterization and modeling.
Planning Your AI Design Journey: Start With What Youβd Loseβ9
Discover how to plan your AI design journey by focusing on what you stand to lose, prioritizing risks for smarter adoption strategies.
Agentic AI Success Relies On Excellent Human Scaffoldingβ9
Agentic AI success depends on human scaffoldingβoversight, clear workflows, and governanceβto optimize performance and ensure safe, reliable autonomous operatio...
From Specification to Formal Properties: A 2026 Guideβ10
From specification to formal properties: a 2026 guide on refining requirements into verifiable assertions, covering decomposition, safety/liveness, and best pra...
Chip Security Moves From Checkbox Compliance To Continuous Defenseβ9
Chip security shifts from static checkbox compliance to continuous defense in 2026, tackling evolving hardware threats with runtime monitoring and proactive mea...