Michael Crane

#GenAI Blogpost by #founder Patrick Wendell and Mosaic founder and race car driver Naveen Rao. The evaluation of monolithic #AImodels to #compoundsystems is an active area of both academic and industry research. Recent results have found that “state-of-the-art #AI results are increasingly obtained by compound systems with multiple components, not just #monolithicmodels.” These findings are reinforced by what we see in our customer base. Take for example financial research firm FactSet – when they deployed a commercial #LLM for their Text-to-Financial-Formula use case, they could only get 55% accuracy in the generated formula, however, modularizing their model into a compound system allowed them to specialize each task and achieve 85% accuracy. #largelanguagemodels #genai https://lnkd.in/gQdDWNdR

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2025: The Big Shift in Electronics Manufacturing – Vertical AI Agents! For decades, software and hardware evolved on parallel tracks, with occasional intersections hinting at their potential synergy. The past few decades saw tremendous growth in software, while hardware often played catch-up. But today, the convergence is real - and AI is the catalyst. I’ve had the unique experience of working at this intersection throughout my career: from interning at Siemens to projects with NEC Corporation, to years in electronics manufacturing, and building a Mobile API Platform that supported numerous manufacturers. This journey has always been about bridging these two worlds. Now, with Vertical AI Agents, the long-awaited unification of software and hardware is here. These specialized agentic systems are transforming industries, with electronics at the forefront. Unlike generic AI solutions, Vertical AI Agents tackle complex, industry-specific challenges, dramatically slashing design cycles, cutting costs, and enabling innovation at a pace we’ve never seen before. MATURING FRAMEWORKS & THE NEW HARDWARE ECONOMY This convergence is also reigniting interest in hardware as the physical and digital worlds seamlessly blend. It’s inspiring to see industry leaders recognize this shift: Jensen Huang highlighted it during his CES keynote. Erin Price-Wright explored “The New Hardware Economy” in her thought-provoking video. At Wizerr AI, we share this vision and are passionately working at this intersection to enable the next wave of transformation in electronics. By leveraging Agentic AI, we’re helping companies innovate faster, optimize component selection, costs, and rethink supply chains to shape the future of hardware and electronics. This isn’t just evolution - it’s a revolution. The convergence of software, hardware, and AI is unlocking possibilities we once only imagined. Let’s make 2025 the year we shape the future of electronics together. Follow us here to explore how Wizerr AI is driving this transformation. #AI #VerticalAI #HardwareInnovation #Electronics #AgenticAI

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🆕 Project Report: Analog — An Integrated Solution for Complete Interoperability Existing cross-chain messaging protocols primarily specialize in chain-to-chain message transmission functionality and building applications through it, and they do not provide comprehensive accessibility to data across multiple networks. As a result, dApp developers face complexity in having to separately utilize protocols that provide each required function. In this environment, Analog envisions establishing itself as a platform that provides comprehensive interoperability solutions by offering integrated accessibility to both cross-chain messaging functionality and on-chain data. In this article, we will examine Analog's structure and analyze in detail what types of interoperability solutions Analog presents to cross-chain dApp developers. https://lnkd.in/gj_w9vyt #analog

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Make sure to read our new Thread 1.4 Features White Paper, which dives into the key features and enhancements included in the Thread 1.4 specification and explores their technical details, benefits, and potential impact on the IoT ecosystem. Read the full white paper here: https://lnkd.in/gSwAwpWs #WhitePaper #Thread14 #ThreadGoup #IoT

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To boost efficiency, cut costs, and grow in Industry 4.0’s digital era, we may need to tap into the potential of the industrial and commercial IoT. Silicon Labs SVP Industrial and Commercial Ross Sabolcik explains in EDN how the industrial and commercial IoT sector is ready for more growth and innovation. Read here: https://lnkd.in/gBKPqamA #IoT #industry

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𝐓𝐡𝐞 𝐂𝐮𝐫𝐫𝐞𝐧𝐭 𝐒𝐭𝐚𝐭𝐞 𝐨𝐟 𝐀𝐈 𝐌𝐚𝐫𝐤𝐞𝐭𝐬 - 𝐌𝐚𝐩𝐩𝐢𝐧𝐠 𝐨𝐮𝐭 𝐭𝐡𝐞 𝐜𝐮𝐫𝐫𝐞𝐧𝐭 𝐬𝐭𝐚𝐭𝐞 𝐨𝐟 𝐀𝐈 𝐦𝐚𝐫𝐤𝐞𝐭𝐬: A good high-level overview of the AI industry by Felicis. Key players today are focusing on infrastructure and data centers: 🔹 Semiconductor Ecosystem is now over $130B in revenue this year from AI. 🔹 The number of U.S. data centers is expected to double in the next four years, but energy constraints remain a significant bottleneck. ⚡ Hyperscalers and developers are aggressively acquiring real estate with available power sources. 🌩️ AI cloud services are now at $20B run rate business, with Microsoft generating $5B of that. Large-scale value creation is still in its early stages. More ➡️ https://lnkd.in/guJZmziK #AI #GenAI #LLM #MLLM #AIMarket #AIInfrastructure #DataCenters #SemiconductorIndustry #CloudComputing #AIApplications #DigitalTransformation #FutureOfAI #Hyperscalers

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Apple is set to revolutionize its server infrastructure with the development of its own AI chip, Project ACDC, aiming to enhance the running of AI models within its data centers. This strategic move, leveraging Apple's renowned chip design expertise, underscores its commitment to advancing generative AI technology amidst increasing competition. 🔧 With a focus on inference operations rather than training, Apple's new server chip positions itself distinctively in a market where Nvidia currently leads in AI model training. The initiative reflects Apple's broader ambitions to integrate more AI-driven features across its product line, including upcoming iPad models that may benefit from accelerated AI tasks. Read more from Reuters here => https://neoswap.info/3zv #AppleAI #TechNews #Innovation #DataCenterAI

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🔧 Experience how to streamline factory integration with Mike Bowers in #keynote session "Accelerating Factory Integration with a Low-Code IoT Platform" ⚙️ FairCom Chief Architect will demonstrate the power of FairCom Edge and how it improves factory processes, accelerates integration, reduces development costs, and gets you more value from collected data. Don't miss this live demo! 🔗 https://lnkd.in/e4j95_Nr FairCom Corporation #EdgeComputing #IoT #DataAnalytics #Manufacturing #Automotive #BusinessStrategy #IOTSWC24

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Check-out Kinnami's new blog "It's About the Data , not Just Devices - Resilient Data for Self-Driving Vehicles (and Other Autonomous Systems)". Self-driving cars make the headlines, however many autonomous systems at the computing edge face the same resiliency challenges. Kinnami AmiShare addresses the three pillars of data resiliency—data protection, security and availability. Our AI-driven policy engine provides centralized oversight for managing data resilience in complex distributed and autonomous systems, including self-driving cars, which need to operate at all times. #ResilientDataEverywhere https://lnkd.in/g_FtJdgv

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Read about Version 3's latest features for digital twins in the new IoT Tech News article by CEO Bill Bain. We've added new capabilities for continuous queries & visualization and valuable new techniques for real-time monitoring and predictive modeling. The latest Version 3 update provides accessibility with open-source APIs, maximizes ease of use with an intuitive UI, and offers scalable computing power with seamless third-party integration. Organizations can now fully harness the potential of digital twins to easily monitor thousands of assets. Ideal for applications in logistics, healthcare, smart cities, and more, ScaleOut Digital Twins™ empowers organizations to optimize performance and make data-driven decisions with ease. Read the full article here: https://bit.ly/46dnaK2 #DigitalTwins #APIs #PredictiveModeling #ScalableComputing #RealTime

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