Tau Scaling Law: The Path to Faster AI Inference

The next breakthrough in AI inference may not come from the model itself — it may come from the system underneath it. In this video, @Ronald_vanLoon — globally recognized AI and digital transformation thought leader — breaks down Huawei's Tau Scaling Law, or Her's Law and what it means for enterprise AI infrastructure. At IEEE ISCAS 2026 in Shanghai, Huawei's He Tingbo introduced the Tau Scaling Law, or Her's Law as a new guiding principle for the post-Moore era: instead of making transistors smaller, reduce the time it takes for data and instructions to move across the entire system — from devices and circuits to chips, memory, and interconnects. This shift matters because AI inference is not just a model problem — it is a system-level time problem. Training is about throughput. Inference demands real-time response. And as AI scales, data movement becomes as costly and as limiting as compute itself. The cost per token begins well below the software layer. Ronald van Loon walks through the key technologies @huawei connects to this principle — logic folding, unified bus architecture, and optical interconnects — and explains why the next AI competitive advantage may come not from a bigger model or a faster chip, but from reducing the time lost as data moves through the system. Learn more about Tau Scaling and what it means for the post-Moore era: https://bit.ly/4dNyb8Tg #HuaweiPartner #Huawei #AI #MooresLaw #Cloud #Semiconductors #DataCenter #ChipDesign #DigitalTransformation

from Ronald van Loon https://www.youtube.com/watch?v=Ys2FF8IKhFM

The Hidden System Cost Behind Every AI Token

The real cost of AI inference isn't the model — it's the system underneath it. Memory, interconnect, latency, and data movement all determine how fast and how efficiently AI delivers results at scale. In this Short, @Ronald_vanLoon breaks down why @huawei's Tau Scaling Law — also known as Her's Law, named after He Tingbo and coined by his peers — is a critical framework for enterprise AI leaders. Introduced at the IEEE International Symposium on Circuits and Systems in Shanghai, it reframes the post-Moore path: reducing system time across devices, circuits, chips, and systems to make AI faster and more economical. The next AI advantage isn't just about which model you use. It's about whether the system beneath it can deliver. Learn More: https://ift.tt/WDTUMJ1 #HuaweiPartner #Huawei #AI #MooresLaw #Cloud #Semiconductors #DataCenter #ChipDesign

from Ronald van Loon https://www.youtube.com/shorts/QaJS60CPlsc

From Moore’s Law to Tau Scaling

Moore's Law is hitting its limits. In this short, @Ronald_vanloon breaks down Tau Scaling Law — @huawei's new principle presented at ISCAS Shanghai for the post-Moore era. The question shifts from "how small?" to "how fast can signals move, and how efficiently can full systems work together?" For enterprise leaders driving AI, cloud, and next-generation infrastructure, this shift in semiconductor thinking matters more than you might expect. Explore why Tau Scaling Law could matter for the semiconductor industry: https://bit.ly/4wNYFQo #HuaweiPartner #Huawei #Semiconductors #AI #ChipDesign #MooresLaw #SoC #Cloud

from Ronald van Loon https://www.youtube.com/shorts/XPi9McX4qEQ

Why Most Creative AI Fails

What if AI could actually think like a creator instead of just generating images? Most tools fall short when it comes to real workflows, consistency, and usable outputs. But MAI Image 2 by Microsoft AI changes the game—delivering cinematic visuals, clean readable text, and production-ready results with minimal edits. From ads to storytelling, this is where speed meets quality. The future of creative AI is here. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/LyfVEHJ #AI #GenerativeAI #Creativity #Storytelling #Innovation #ContentCreation #Technology

from Ronald van Loon https://www.youtube.com/shorts/RA7ulcJMe28

Work 5x faster with this AI

What if your computer could execute your thoughts instead of waiting for your input? This is the future of AI productivity. No more switching tabs, copying text, or repeating tasks. Just read, speak, and act. Instantly summarize content, generate replies, and turn your voice into structured output. With context awareness, it understands screenshots, documents, and notes to deliver accurate results. From updating spreadsheets to sending messages across apps, everything happens seamlessly. This is how work gets redefined with AI assistants like Incredible. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/Mf6Dd4w #AI #GenerativeAI #Productivity #DigitalTransformation #BusinessGrowth #Automation #Innovation

from Ronald van Loon https://www.youtube.com/shorts/9QsFmyzdLqg

Robots Are Crossing the Human Threshold

What if a robot could walk, see, and respond to you the way a human would? That question is no longer hypothetical. In this video, I explore Sprout by @FaunaRobotics, a new generation of AI-powered robot designed for real-world interaction. From precision manipulation to social engagement, Sprout represents a significant leap in how robots integrate into everyday environments. What you will learn in this video: - How Sprout achieves human-like balance, movement, and reach - The multi-joint arms and gripper system that enables precision object handling - How stereoscopic vision and depth sensors power real-time environment mapping - The onboard AI that detects human presence and enables social responsiveness - Built-in safety features including soft materials, lightweight design, and force-yielding motors - Remote control vs. autonomous operation using modular software and APIs This is not science fiction. This is robotics entering everyday life. Discover the latest AI innovations! Follow my channel today! https://ift.tt/Mf6Dd4w #AI #Robotics #FutureTech #Innovation #DeepLearning #Technology

from Ronald van Loon https://www.youtube.com/shorts/hx8N7AHifUw

Your Brain Is Faster Than Your Keyboard

What if your thoughts could instantly become finished work, without typing a single word? In this video, I explore Lemon, an AI tool designed to eliminate the friction between your ideas and their execution. Most knowledge workers lose hours every day context-switching between apps, rewriting from scratch, and fighting blank pages. Lemon changes that with a single keystroke. What you will learn in this video: - Why friction, not effort, is the real productivity killer - How Lemon works across email, documents, research, and messaging - What it actually feels like to work at the speed of thought - Why this matters for deep work and executive performance This is not just a faster keyboard shortcut. It is a fundamentally different relationship with how you work. Discover the latest AI innovations! Follow my channel today! https://ift.tt/PXtJKd1 #AI #Productivity #FutureOfWork #Innovation #DigitalTransformation #Technology

from Ronald van Loon https://www.youtube.com/shorts/epHuH62DK0Y