Why chip design needs industrial-grade EDA AI

Why chip design needs industrial-grade EDA AI
by Admin on 11-25-2025 at 10:00 am

EDA AI consumer vs industrial 72dpi

By Niranjan Sitapure

Artificial intelligence (AI) is reshaping industries worldwide. Consumer-grade AI solutions are getting significant attention in the media for their creativity, speed, and accessibility—from ChatGPT and Meta’s AI app to Gemini for image creation, Sora for video, Sona for music, and Perplexity for web… Read More


Adding Expertise to GenAI: An Insightful Study on Fine-Tuning

Adding Expertise to GenAI: An Insightful Study on Fine-Tuning
by Bernard Murphy on 11-12-2025 at 6:00 am

AI Model Tuner

I wrote earlier about how deep expertise, say for high-quality RTL design or verification, must be extracted from in-house know-how and datasets. In general, such methods start with one of many possible pre-trained models (GPT, Llama, Gemini, etc.). To this consultants or in-house teams add fine-tuning training, initially… Read More


Learning from In-House Datasets

Learning from In-House Datasets
by Bernard Murphy on 10-22-2025 at 6:00 am

Training in a Constrained Environment min

At a DAC Accellera panel this year there was some discussion on cross-company collaboration in training. The theory is that more collaboration would mean a larger training set and therefore higher accuracy in GenAI (for example in RTL generation). But semiconductor companies are very protective of their data and reports of copyrighted… Read More


The AI PC: A New Category Poised to Reignite the PC Market

The AI PC: A New Category Poised to Reignite the PC Market
by Jonah McLeod on 10-20-2025 at 10:00 am

Fig 1

The PC industry is entering its most significant transformation since the debut of the IBM PC in 1981. That original beige box ushered in a new era of productivity, reshaping how corporations and individuals worked, communicated, and created. More than four decades later, the AI PC is emerging as a new category — one that promises… Read More


CEO Interview with David Zhi LuoZhang of Bronco AI

CEO Interview with David Zhi LuoZhang of Bronco AI
by Daniel Nenni on 10-03-2025 at 8:00 am

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David Zhi LuoZhang is Co-Founder and CEO of Bronco AI with extensive experience in building AI systems for mission-critical high-stakes applications. Previously while at Shield AI, he helped train AI pilots that could beat top human F-15 and F-16 fighter pilots in aerial combat. There, he created techniques to improve ML interpretability… Read More


AI Everywhere in the Chip Lifecycle: Synopsys at AI Infra Summit 2025

AI Everywhere in the Chip Lifecycle: Synopsys at AI Infra Summit 2025
by Kalar Rajendiran on 09-30-2025 at 10:00 am

Godwin Talk Summary AI Infra Summit 2025

At the AI Infra Summit 2025, Synopsys showed how artificial intelligence has become inseparable from the process of creating advanced silicon. The company’s message was clear: AI is an end-to-end engine that drives every phase of chip development. Three Synopsys leaders illustrated this from distinct vantage points. Godwin… Read More


The Importance of Productizing AI. Everyday Examples

The Importance of Productizing AI. Everyday Examples
by Bernard Murphy on 09-10-2025 at 6:00 am

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Keeping up with the furious pace of AI innovation probably doesn’t allow a lot of time for deep analysis across many use cases. However I can’t help feeling we’re sacrificing quality and ultimately end user acceptance of AI by prioritizing new capabilities over rigorous productization. I am certain that product companies do rigorous… Read More


How AI Workloads Shape Hardware Architecture

How AI Workloads Shape Hardware Architecture
by Admin on 08-30-2025 at 10:00 am

Hot Chips Logo 2025

The evolution of AI workloads has profoundly influenced hardware design, shifting from single-GPU systems to massive rack-based clusters optimized for parallelism and efficiency. As outlined in this Hot Chips 2025 tutorial, this transformation began with foundational models like AlexNet in 2012 and continues with today’s… Read More