Ayar Labs’ Post

Optical I/O represents a paradigm shift in AI infrastructure, addressing the critical bottlenecks of traditional electrical interconnects and dramatically improving the unit economics of AI applications. By enhancing throughput, interactivity, and profitability, optical I/O offers a path to more economically viable and scalable AI systems. Read more on insideHPC: https://bit.ly/4evrzeu #optical #photonics #semiconductor #AI

Silicon photonics is the lightning bolt that powers the intellect of AI, illuminating the path to real-time insights and decision-making.

The biggest bottlenecks in AI systems — compute, memory, and interconnect — are holding back both performance and profitability. However, there are cutting-edge solutions designed to break through the limits of today’s infrastructure. On October 24, join moderator Timothy Prickett Morgan from The Next Platform along with industry experts to discover the strategies that will shape the future of AI hardware, turning massive investments into lasting profitability. Register for the webinar: https://bit.ly/3XN5YXY #optical #photonics #semiconductor #AI

Behind the Name: Explore the Origin Tale of 'QX Lab AI', Where Quantum Computing Meets Human Potential in AI Innovation. #AskQX #QXLabAI #ArtificialIntelligence #QuantumComputing #AGI #AGIExcellence #GenAI

🚀 Exciting news for the scientific imaging community! Our latest blog post uncovers groundbreaking insights into enhancing Vision Transformers (ViTs) for scientific images. The post delves into our pioneering work on implementing distributed sequence parallelism for ViTs, enabling them to handle up to 1M tokens. Leveraging DeepSpeed-Ulysses and Long-Sequence-Segmentation, our approach achieved a remarkable 94% batch scaling efficiency on 2,048 AMD-MI250X GPUs. Our method not only addresses substantial bottlenecks but also significantly enhances climate modeling accuracy by 20% in temperature predictions. Dive deeper into the futuristic world of ViTs and scientific imagery here: https://bit.ly/3Vl2CM0 #VisionTransformers #ScientificImagery #DeepLearning #AI #ClimateModeling

The Universal Chiplet Interconnect Express (UCIe) 2.0 specification sets the stage for unleashing next-gen AI architectures by driving broad adoption and manufacturability of optical I/O. This helps deliver the high bandwidth, energy efficiency, low latency, and reach required for AI innovation and application growth. Learn more about what UCIe means for the future of optical I/O. https://bit.ly/4fdMy6c #optical #photonics #semiconductor #AI #UCIe

Universal Chiplet Interconnect Express (UCIe) and optical are the future of chiplet interconnect. This blog answers the top questions we hear.

Optical I/O opens the floodgates for AI to improve the unit economics of AI applications, breaking the bandwidth-distance bottleneck arising from electrical I/O. Read more as we discuss the future of AI infrastructure and how optical I/O is the key to opening up the possibilities for future agentic inference models beyond today’s human-to-AI interactions. https://bit.ly/4draZLG #optical #photonics #semiconductor #AI

This week's newsletter, "Where Tech Meets Bio," is out with the following topics: - It’s Been a Decade of AI in the Drug Discovery Race. What’s Next? - Why This Quantum Computing/Gen AI Company Stock Sank After Debut; - $1.4 Billion for AI-Driven ADC Development; - Unexpected Problem with AI in Pharma; - Bayesian Approach to Target Discovery (a case how one company uses AI for discovering targets, with timelines for each step) read the newsletter following a link below #WhereTechMeetsBio #biopharmatrend #artificialintelligence #drugdiscovery Image credit: Berg Health

Discover the next wave of #AI poised to unlock breakthroughs across industries. In this Forbes Technology Council webinar, SandboxAQ's Stefan Leichenauer and QIQuantum's Pravir Malik, Ph.D. explore the benefits of #LQMs, AI simulation, and #quantum sensors in maximizing AI's potential beyond traditional LLMs, unlocking new possibilities and driving innovation. https://bit.ly/4gkIlOL Check out Pravir's post about the event: https://bit.ly/4el6AuK