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

This Is What a Cable-Free Broadcast Looks Like

Most live broadcasts still depend on cables. At the PGA Championship, the T-Mobile Range Show showed what happens when they disappear. 5G On Demand powered roaming cameras, a mobile 4D capture system, 360 degree swing analysis, aerial fly cams, network-based production layers with Clear-Com, and 5G Photojournalism — moving content from capture to distribution at network speed. No fixed infrastructure. No visible limits. Just real-time broadcast-quality delivery wherever the story goes. The camera was never the constraint. The cable was. Learn more: https://t-mo.co/4eHC1Tg #PGA #5G T-Mobile for Business Partner @t-mobileforbusiness #Sports #Broadcast #Golf #Technology #YouTubeShorts

from Ronald van Loon https://www.youtube.com/shorts/OeQR8KQgokQ

Videos You Can Walk Inside

Step inside videos like never before. AI is transforming ordinary clips into fully explorable 4D environments where you can move through scenes, change viewpoints, and even navigate time itself. This isn’t just watching anymore, it’s experiencing reality from every angle. From robotics training to immersive gaming and real-world analysis, the possibilities are endless. The future of content is interactive, dynamic, and alive. InSpatio, thanks for sharing Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/x2H1Lzs #AI #4D #GenerativeAI #Innovation #GameDev #MachineLearning #Technology

from Ronald van Loon https://www.youtube.com/shorts/xCS-P9RSHrY

The 5G Architecture Enhancing the PGA Fan Experience

At the PGA Championship, 60 AI camera sensors, tens of thousands of fan devices, ticketing, POS, and real-time operations all ran on the same infrastructure without slowing each other down. That’s the power of network slicing. T-Mobile’s 5G network served as the backbone, while CapTech’s AI powered real-time experiences like Seat Finder, Roar Moments, the PGA app AI Assistant, and the Operations Command Center built with PGA of America and CapTech. Hospitals, campuses, stadiums—what does your network look like when everything hits at once? See what's possible: https://t-mo.co/4eHC1Tg T-Mobile for Business Partner @t-mobileforbusiness #5G #Golf #Network #Tech #Technology

from Ronald van Loon https://www.youtube.com/shorts/4jw80eSbWgQ

The Next Interface Is Your Eyes

@meta, thanks for sharing Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/oxzI8S7 #AI #Networking #Productivity #FutureOfWork #Technology

from Ronald van Loon https://www.youtube.com/shorts/neRb-pCXwqk

When AI Starts Seeing What You See

How Much Revenue Are You Losing by Forgetting People? ConnectMachine, thanks for sharing Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/oxzI8S7 #AI #Networking #Productivity #FutureOfWork #Technology

from Ronald van Loon https://www.youtube.com/shorts/_VUi9KWs0uo

What does it take to run a 300-acre event in real-time?

What does it take to power one of the biggest golf events in the world with AI and 5G? At the PGA Championship at Aronimink Golf Club, @Ronald_vanLoon explored how @t-mobileforbusiness supports 150,000 fans and multiple enterprise systems running simultaneously. From 5G-powered ticket scanning and AI camera sensors to AI-enabled, autonomous robot, real-time operations, and broadcast-quality 4D swing analysis, this is what next-generation infrastructure looks like. The AI Smart Operations Command Center, built with PGA of America and CapTech, transforms massive amounts of live data into actionable insights across the venue. This is the future of connected operations, AI, and smart operations at scale. T-Mobile for Business Partner #AI #5G #Automation #DigitalTransformation #Innovation #Robot #Technology

from Ronald van Loon https://www.youtube.com/shorts/mRgSoEuYg2w

AI Is Now Listening Like a Human

AI is finally learning how humans actually talk. Messy conversations, interruptions, mixed languages, unclear speech — this is where most AI systems fail. But Grok Voice APIs from xAI are changing that. This technology can transcribe live conversations in real time, separate multiple speakers automatically, add accurate timestamps, and structure raw speech into usable data like dates, numbers, and currencies. It also supports 25+ languages and generates natural-sounding AI speech with realistic tone, pauses, and emotion. This is not just speech-to-text anymore. It is AI that truly understands conversation. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/984Gv7T #AI #GenerativeAI #Innovation #MachineLearning #Automation #DigitalTransformation #Technology

from Ronald van Loon https://www.youtube.com/shorts/l9aIortV6oM

You Can Now Direct AI Like an Actor

What if AI voices could act instead of just speak? @Google’s Gemini 3.1 Flash TTS is changing AI audio forever with expressive speech generation powered by audio tags. You can now control tone, emotion, pacing, and delivery like directing a movie scene. AI can switch emotions mid sentence, create realistic multi speaker conversations, and deliver natural storytelling experiences across 70+ languages. From AI podcasts and training simulations to next-gen virtual assistants, this breakthrough pushes AI speech from robotic narration to real performance. It even includes built in watermarking for safer AI audio. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/KwUIE2d #AI #GenerativeAI #Innovation #Storytelling #DigitalTransformation #ContentCreation #Technology

from Ronald van Loon https://www.youtube.com/shorts/OrCKUkH7vLs

From Idea to Design in Seconds

What if you could create stunning designs without being a designer? Claude Design by @anthropic-ai is transforming how ideas become products by turning simple prompts into prototypes, pitch decks, landing pages, and marketing assets in seconds. No design tools, no complex workflows, and no creative background needed. You can instantly generate multiple design directions, refine layouts with natural language, apply brand styles automatically, and collaborate with teams in real time. It even converts documents, images, and existing files into polished interactive outputs ready to share or export. This is the future of AI-powered creativity and design automation. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/g5FsJ3V #AI #GenerativeAI #WebDesign #Automation #Innovation #Creativity #Technology

from Ronald van Loon https://www.youtube.com/shorts/SqxLXyVo0qM

From Idea to Film in Seconds

Create cinematic videos just by describing them. AI video generation is changing content creation forever. From turning static images into realistic moving scenes to editing videos with simple prompts, these tools can control motion, lighting, style, and even audio in seconds. Creators can now prototype ideas faster without large production teams. Experience next-gen AI filmmaking with Grok Imagine API from xAI and see how AI is reshaping marketing, education, and digital storytelling. Follow for more AI insights and future tech updates. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/g5FsJ3V #AI #GenerativeAI #ContentCreation #Creativity #MachineLearning #Automation #Innovation

from Ronald van Loon https://www.youtube.com/shorts/jyj7x5AJkLA

Why You’ll Stop Opening 10 Tabs

AI browsing assistant changes how you search forever. This short video shows how Chrome’s AI Mode eliminates tab overload and keeps your research flow uninterrupted with contextual answers in one place. Curious how fast AI is evolving? @Google, thank for sharing Don't miss out on the latest AI advancements! Click on Visit Site to sign up and stay informed! #AI #Productivity #MachineLearning #Innovation #DataScience #FutureTech #Technology

from Ronald van Loon https://www.youtube.com/shorts/7sGu6gYdl5Q

When AI Starts Seeing What You See

AI is no longer just answering questions — it’s starting to understand what you see. From identifying the healthiest food in seconds to comparing products beyond basic reviews, this next-gen AI uses multimodal perception to analyze images, context, and real-world signals in real time. It can even run multiple AI agents simultaneously — planning trips, comparing options, and generating tools like dashboards or mini games instantly. With AI glasses on the horizon, this is just the beginning. Welcome to the future powered by @meta's Muse Spark. Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/7kVP0lq #ai #generativeai #innovation #automation #digitaltransformation #augmentedreality #technology #aiagents #smartglasses #ronaldvanloon

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

Why AI Fails In Operations

AI is only as powerful as the speed of its decisions. Most AI systems rely on the cloud, but real-world operations need instant responses. From smart factories to autonomous systems, latency can slow everything down. That’s why Edge AI is becoming critical. With Edge Control and T-Mobile for Business, AI inference happens closer to the source—locally and in real time. Systems don’t just analyze data, they act instantly. This is how businesses become truly AI-ready: faster decisions, lower latency, and real-time automation at scale. Comment “OPERATIONS” if you want to learn how Edge AI can work in your environment. by @Ronald_vanLoon | Learn More: https://t-mo.co/3LlhXKi Follow my channel today! https://ift.tt/9n3jyZ4 T-Mobile for Business Partner #ai #cloudcomputing #digitaltransformation #industry40 #automation #innovation #technology #machinelearning #edgecomputing #ronaldvanloon

from Ronald van Loon https://www.youtube.com/shorts/6TyszTQdPNg

Self-Running Research

What if AI could actually do science instead of just talking about it? Meet a new multi-agent approach where AI plans experiments, executes them using real tools, verifies results, and only delivers conclusions backed by evidence. This powerful loop—plan, execute, verify, refine—is transforming research by connecting to real scientific databases like PubMed. From screening thousands of candidates to designing therapies, AI like Eubiota is pushing the future of real-world innovation. Eubiota, thanks for sharing Don't miss out on the latest AI advancements! Follow my channel today! https://ift.tt/cTklZKj #AI #Biotech #LifeSciences #MachineLearning #DataScience #Automation #Innovation

from Ronald van Loon https://www.youtube.com/shorts/aH2SpEp73iQ