insideAI Information is happy to announce being a Media Companion for the upcoming AI Hardware & Edge AI Summit taking place Sept. 9-12, 2024 in San Jose, Calif. Register now utilizing the particular insideAI Information low cost code “Insideai15” HERE. Editor-in-Chief & Resident Information Scientist, Daniel D. Gutierrez can be attending in-person to maintain a pulse on this advancing {industry}. He can be conducting interviews with a number of the movers and shakers from the AI {industry} ecosystem.
The AI {Hardware} & Edge AI Summit is the final word vacation spot for the whole AI and ML ecosystem, with a collaborative mission to practice, deploy and scale machine studying techniques which can be quick, inexpensive, and environment friendly. Whether or not it’s forging new partnerships, staying forward of the ever-changing semi-conductor panorama, studying learn how to construct, practice, and deploy environment friendly techniques, assembly friends, studying from AI luminaries, or just gaining publicity to the world of AI infrastructure, you’ll discover over 1,200 likeminded folks at our occasion. Take it from the hundreds of {industry} friends who’ve attended up to now, for those who’re within the AI infrastructure and semiconductor worlds, that is one to not miss!
“I used to be actually delighted on the variety of leaders, thought-leaders and massive thinkers, that I used to be capable of communicate with and assume by how {hardware} can proceed to drive AI’s progress,” mentioned Andrew Ng, Founder & CEO, Touchdown AI (talking concerning the AI {Hardware} & Edge AI Summit 2023).
Featured Firms
On the AI {Hardware} & Edge AI Summit, insideAI Information plans to spotlight various corporations from the AI {industry} vendor ecosystem. Under, you’ll discover a brief description of every of those compelling corporations:
Amazon Net Providers
Amazon Web Services (AWS) provides a wide range of providers to assist companies use synthetic intelligence (AI) and machine studying (ML) to construct, run, and combine options. AWS providers will help with use circumstances like utility growth, pure language processing, and AI-generated content material.
AMD
Advanced Micro Devices (AMD) is a expertise supplier that gives a variety of AI options for a wide range of industries, together with automotive, healthcare, industrial, and telecommunications. AMD’s AI options are designed for workloads resembling large-scale mannequin coaching, real-time inferencing, video analytics, suggestion engines, and immersive gaming experiences.
Ayar Labs
Ayar Labs is an organization that develops optical I/O options to deal with knowledge bottlenecks in AI techniques. Their objective is to maximise the efficiency and compute effectivity of AI infrastructure whereas decreasing prices, latency, and energy consumption. Ayar Labs’ options embody: TeraPHY optical I/O chiplets and SuperNova distant gentle supply
Blaize
Blaize is a pacesetter in Edge AI computing, providing a transformative structure for {hardware} and software program advancing AI options for automotive, industrial, sensible metro, sensible retail and safety markets. By innovating advances in vitality effectivity, flexibility, and usefulness, Blaize allows builders to innovate new lessons of merchandise to carry the advantages of AI and machine studying to a broad vary of use circumstances.
The Blaize Graph Streaming Processor (GSP) structure allows new ranges of processing energy at low energy with excessive efficiency splendid for AI inferencing workloads in edge-based purposes. The GSP structure represents a basic technique to change how we compute the extreme workloads of the longer term.
Blaize AI Studio software program transforms productiveness of the whole AI edge utility lifecycle from concept by growth, deployment, and administration. The {industry}’s first code-free, end-to-end open software program platform for the whole AI edge utility lifecycle, AI Studio breaks the present utility growth and MLOps boundaries to the adoption of AI edge expertise.
BrainChip
BrainChip is a pacesetter in edge AI on-chip processing and studying. The corporate’s first-to-market convolutional, neuromorphic processor, AkidaTM, mimics the event-based processing technique of the human mind in digital expertise to categorise sensor knowledge on the level of acquisition, processing knowledge with unparalleled energy-efficiency and impartial of the CPU or MCU with excessive precision. On-device studying that’s native to the chip with out the necessity to entry the cloud dramatically reduces latency whereas enhancing privateness and knowledge safety. In enabling efficient edge computing to be universally deployable throughout real-world purposes, resembling linked automobiles, shopper electronics, and industrial IoT, BrainChip is proving that on-chip AI is the longer term for patrons’ merchandise, the planet and past.
Dell Applied sciences
Dell Applied sciences (NYSE:DELL) helps organizations and people construct their digital future and remodel how they work, dwell and play. The corporate offers clients with the {industry}’s broadest and most progressive expertise and providers portfolio for the AI period. Dell offers applied sciences that speed up and simplify AI adoption together with PCs, Dell APEX, Multicloud and Edge options that remodel concepts into motion.
AI and GenAI are remodeling enterprise at an unprecedented tempo, providing a wide range of benefits that can provide your online business a aggressive edge in a quickly evolving panorama. Dell AI Solutions will help unlock key insights out of your knowledge and elevate your productiveness, buyer expertise, and innovation.
D-Matrix
D-Matrix is a Santa Clara-based AI-processor startup that develops chips for generative AI and enormous language fashions. Their chips use digital in-memory computing (IMC) to run Transformer-based inference fashions and tackle bandwidth and latency constraints. D-Matrix’s objective is to make generative AI less expensive and scalable, and to vary the trajectory of AI vitality consumption, which is anticipated to exceed the human workforce by 2025.
EdgeCortix
EdgeCortix is a fabless semiconductor design firm centered on enabling energy-efficient edge intelligence. Based in 2019 with the novel concept of taking a software program first strategy, whereas designing a synthetic intelligence particular runtime reconfigurable processor from the bottom up utilizing a method referred to as “{hardware} & software program co-exploration.” Focusing on superior pc imaginative and prescient purposes first, utilizing proprietary {hardware} and software program IP on current processors like Area Programmable Gate arrays (FPGAs) and customized Software Particular Built-in Circuits (ASICs), the corporate is geared in direction of positively disrupting the quickly rising AI {hardware} house throughout protection, aerospace, sensible cities, {industry} 4.0, autonomous autos and robotics.
Furiosa
FuriosaAI, based in 2017, focuses on high-performance knowledge heart AI chips concentrating on essentially the most succesful AI fashions and purposes. Gen 1 product WARBOY (Samsung 14nm), concentrating on superior pc imaginative and prescient purposes, has efficiently entered quantity manufacturing and is now deployed in public clouds and on-prem knowledge facilities. Gen 2 product RNGD (TSMC 5nm; pronounced like Renegade) equipping HBM3 is about to launch this 12 months to deal with the rising demand for extra energy-efficient and highly effective computing for LLM and Multimodal deployment.
Intel
Intel creates world-changing expertise that improves the life of each individual on the planet. At this time they’re making use of their attain, scale, and sources to allow their clients to capitalize extra totally on the facility of digital expertise. Impressed by Moore’s Regulation, Intel constantly work to advance the design and manufacturing of semiconductors to assist tackle their clients’ best challenges. Energy AI in all places with Intel® with confirmed AI experience, un unmatched accomplice ecosystem, and a complete {hardware} and software program portfolio. Intel will help you ship the AI outcomes you want.
Lemurian Labs
At Lemurian Labs, the mission is to ship inexpensive, accessible, and environment friendly AI computer systems as a result of the corporate believes in a world the place AI isn’t a luxurious however a software for everybody. The founding group brings collectively experience in AI, compilers, numerical algorithms, and pc structure to reimagine accelerated computing. The strategy makes it attainable for organizations of any dimension to equally profit from the transformative potential of AI.
Lightning AI
Lightning AI is the all-in-one platform for AI growth. Code collectively. Prototype. Practice. Scale. Serve. Out of your browser – with zero setup. From the creators of PyTorch Lightning.
Nscale
Nscale‘s GPU cloud platform is engineered for the calls for of AI, providing high-performance compute optimized for coaching, fine-tuning, and intensive workloads. From its knowledge facilities to software program stack, Nscale is vertically built-in in Europe to offer unparalleled efficiency, effectivity and sustainability.
Positron
Positron delivers vendor freedom and sooner inference for each enterprises and analysis groups, by permitting them to make use of {hardware} and software program explicitly designed from the bottom up for generative and enormous language fashions (LLMs). Via decrease energy utilization and drastically decrease complete price of possession (TCO), Positron allows you to run common open supply LLMs to serve a number of customers at excessive token charges and lengthy context lengths. Positron can also be designing its personal ASIC to develop from inference and high-quality tuning to additionally help coaching and different parallel compute workloads.
Rebellions
The founding group of Rebellions relocated to Korea from New York and elsewhere in 2020 to revolutionize AI chip {industry}. On the coronary heart of the Korean Silicon Eco-system, Rebellions has constructed a cutting-edge AI inference accelerator and full-stack software program optimized for generative AI.
Inside simply three years of its inception, the corporate has launched two groundbreaking chips: the finance market centered ION, launched in 2021, and the datacenter-focused ATOM, taped-out in 2023. ATOM has demonstrated its superior efficiency within the MLPerf benchmarks and has been commercialized in a knowledge heart by a strategic partnership with KT(Korea Telecom), the most important IDC firm in South Korea.
At the moment, Rebellions is creating its next-generation AI chip, REBEL, geared up with HBM3E in a collaboration with Samsung Electronics, paving the best way for the superior expertise within the period of generative AI.
Recogni
Recogni designs and builds multimodal GenAI inference techniques for knowledge facilities. Recogni’s techniques are powered by Pareto, the logarithmic math quantity system that helps AI inferencing at knowledge heart scale. Pareto radically simplifies AI compute by turning multiplications into additions making our chips smaller, sooner, and fewer energy-hungry with out compromising accuracy.
With a worldwide footprint in Europe and North America, Recogni is dwelling to industry-leading expertise throughout chip design, AI/ML, techniques engineering, networking, software program, and enterprise. Our mission: construct essentially the most compute-dense and energy-efficient GenAI inference system to assist knowledge facilities maximize the utilization of compute, house, and vitality.
SambaNova
SambaNova is a computing startup centered on constructing the {industry}’s most superior techniques platform to run AI purposes from the datacenter to the sting.
SiMa
SiMa.ai is the software-centric, embedded edge machine studying system-on-chip (MLSoC) firm. SiMa.ai delivers one platform for all edge AI that flexibly adjusts to any framework, community, mannequin, sensor, or modality. Edge ML purposes that run fully on the SiMa.ai MLSoC see a tenfold enhance in efficiency and vitality effectivity, bringing increased constancy intelligence to ML use circumstances spanning pc imaginative and prescient to generative AI, in minutes. With SiMa.ai, clients unlock new paths to income and vital price financial savings to innovate on the edge throughout industrial manufacturing, retail, aerospace, protection, agriculture, and healthcare.
Hitachi Ventures
Hitachi Ventures has been exploring agentic AI infrastructure and purposes, even experimenting with constructing its personal job administration and summarization brokers. When the corporate started final 12 months, the market was largely dominated by “ChatGPT” wrappers and open-source frameworks. Nevertheless, they’ve seen extra founders and operators assembling parts to construct totally automated workflows able to dealing with unstructured knowledge and dynamic contexts.
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