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


A Big Step Forward to Limit AI Power Demand

A Big Step Forward to Limit AI Power Demand
by Bernard Murphy on 08-25-2025 at 6:00 am

Power estimation

By now everyone knows that AI has become the all-consuming driver in tech and that NVIDIA GPU-based platforms are the dominant enabler of this revolution. Datacenters worldwide are stuffed with such GPUs, serving AI workloads from automatically drafting emails and summarizing meetings to auto-creating software and controlling… Read More


A Principled AI Path to Spec-Driven Verification

A Principled AI Path to Spec-Driven Verification
by Bernard Murphy on 08-20-2025 at 6:00 am

NLP versus LLM choice min

I have seen a flood of verification announcements around directly reading product specs through LLM methods, and from there directly generating test plans and test suite content to drive verification. Conceptually automating this step makes a lot of sense. Carefully interpreting such specs even today is a largely manual task,… Read More


Digital Implementation and AI at #62DAC

Digital Implementation and AI at #62DAC
by Daniel Payne on 08-04-2025 at 10:00 am

aprisa at #62dac

My first panel discussion at DAC 2025 was all about using AI for digital implementation, as Siemens has a digital implementation tool called Aprisa  which has been augmented with AI to produce better results, faster. Panelists were from Samsung, Broadcom, MaxLinear, AWS and Siemens. In the past it could take an SoC design team… Read More