Building An AI Chip: Silicon Design And Advanced Packaging


AI has become a key driver for the semiconductor industry as it is applied to ever more aspects of daily life. Many startups and established vendors are designing AI chips to accelerate algorithms and yield the best results. AI designs are large and complex, requiring advanced process nodes and putting stress on every step of the development process. Multi-die, or chiplet-based, design is becom... » read more

Survey of GenAI Across the Full Computing Stack, From SW To Silicon (Harvard)


Harvard University researchers published "GenAI for Systems: Recurring Challenges and Design Principles from Software to Silicon." Abstract "Generative AI is reshaping how computing systems are designed, optimized, and built, yet research remains fragmented across software, architecture, and chip design communities. This paper takes a cross-stack perspective, examining how generative models... » read more

LLM-Based Learning Platform For Chip Design Education (RPTU)


RPTU University of Kaiserslautern-Landau researchers published "From RTL to Prompt Coding: Empowering the Next Generation of Chip Designers through LLMs." Abstract "This paper presents an LLM-based learning platform for chip design education, aiming to make chip design accessible to beginners without overwhelming them with technical complexity. It represents the first educational platform... » read more

Customizing An LLM Tailored Specifically For VHDL Code And Design Of High Performance Processors (IBM)


A new technical paper titled "Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors" was published by researchers at IBM. Abstract "The use of Large Language Models (LLMs) in hardware design has taken off in recent years, principally through its incorporation in tools that increase chip designer productivity. There has been considerable discussion about the ... » read more

Customizing A LLM Model For VHDL Design of High-Performance MPUs (IBM)


A new technical paper titled "Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors" was published by researchers at IBM. Abstract "The use of Large Language Models (LLMs) in hardware design has taken off in recent years, principally through its incorporation in tools that increase chip designer productivity. There has been considerable discussion about the ... » read more

RTL Optimization Via Verified E-Graph Rewriting (Intel, Imperial College London)


A technical paper titled “ROVER: RTL Optimization via Verified E-Graph Rewriting” was published by researchers at Intel Corporation and Imperial College London. Abstract: "Manual RTL design and optimization remains prevalent across the semiconductor industry because commercial logic and high-level synthesis tools are unable to match human designs. Our experience in industrial datapath des... » read more

Start Verification Early To Avoid Pitfalls Later


It is well understood – at least from a theoretical point of view – that design verification should start as early as possible. The reality is that that doesn’t always happen for a variety of reasons such as enormous time to market pressure, too many new features to add, lack of foresight and discipline among other things. But progress is being made. Harry Foster, chief scientist for v... » read more