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Thematic Intelligence: AI Chips (2024)

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    Report

  • 81 Pages
  • September 2024
  • Region: Global
  • GlobalData
  • ID: 6009062
AI chips are becoming the new industrial battleground Artificial intelligence (AI) has been a dream of humanity for centuries. Yet it has not been until recent progress in machine learning on the back of improved algorithms (e.g., Google’s AlphaGo, OpenAI’s GPT-4, Tesla’s AutoPilot) and increasing computing power that it has been possible for AI to solve real-life problems. However, as these AI models dramatically grow in complexity, chips specifically optimized for AI become imperative.

The analyst forecasts that AI chip revenue will reach $154 billion by 2030. This relatively new category will go from 15% to 35% of the global semiconductor market. The country that emerges on top in AI chips, and thus AI, in the coming decade, will lead the Fourth Industrial Revolution. Furthermore, this has implications for leadership in other vital technologies, such as autonomous vehicles and smart cities.

Environmental sustainability will drive demand The adoption of generative AI, with models growing exponentially in size, is accelerating the consumption of energy and natural resources such as water. AI chips optimized for power consumption and performance can offset this trend, so demand will accelerate over time.

Scope

  • This report provides an overview of the AI chips theme.
  • It identifies the key trends impacting growth of the theme over the next 12 to 24 months, split into three categories: technology trends, macroeconomic trends, and regulatory trends.
  • It contains an overview of the semiconductor industry, including its structure, key participants, interdependencies, and latest innovations, with a particular focus on AI chips.
  • It includes global market forecasts for the semiconductor industry and AI chips and analysis of patents, company filings, hiring, and foreign direct investment trends.
  • It contains details of M&A deals driven by the AI chips theme, and a timeline highlighting milestones in the development of AI chips.
  • The detailed value chain consists of five segments: pre-competitive basic research, design, fabrication, assembly and testing, and end products.

Reasons to Buy

  • This report analyzes the changes that are already underway in the global semiconductor industry, and identifies the companies that are likely to dominate this rapidly-evolving market.

Table of Contents

  • Executive Summary
  • Players
  • Technology Briefing
  • Trends
  • Industry Analysis
  • Signals
  • Value Chain
  • Companies
  • Sector Scorecards
  • Glossary
  • Further Reading
  • Thematic Research Methodology

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Achronix
  • Advantest
  • Aemulus Holdings
  • Aibaba
  • Air Liquide
  • Aixtron
  • Aldec
  • Alibaba
  • Altium
  • Amazon
  • AMD
  • AMD (Xilinx)
  • Ampere Computing
  • Analog Devices
  • Ansys
  • Apple
  • Applied Materials
  • Arm
  • ASM
  • ASML
  • ASMPT
  • AST
  • Averna Test Systems
  • Axera Technology
  • Baidu
  • BASF
  • BE Semi
  • Bitmain (sophon.ai)
  • Bitmain/sophon.ai
  • Black Semiconductor
  • Black Sesame
  • Blaize
  • BrainChip
  • Broadcom
  • Broadcom (Agere)
  • Brooks Automation
  • Cadence
  • Cambricon
  • Cambridge
  • Canon
  • CEC Huada
  • Celestial AI
  • Cerebras Systems
  • CEVA
  • ChangXin Memory
  • China Integrated Circuit Investment Industry Fund (CICIIF)
  • China Semiconductor Industry Association (CSIA)
  • Chroma ATE
  • Cirrus Logic
  • Cohu
  • Dialog Semiconductors
  • Disco
  • DowDuPont
  • Dresden
  • eMemory Tech
  • Esperanto
  • Eta Compute
  • Eteched.ai
  • ETH Zurich
  • EU Interuniversity Microelectronics Center (IMEC)
  • Ferrotec
  • Fingerprint Cards
  • Fitipower
  • Focaltech
  • Fujian Jin Hua
  • Fujifilm (KMG Chemicals)
  • Fujitsu
  • GigaDevice
  • GlobalWafers
  • Google
  • Gowin Semiconductor
  • GrAI Matter Labs
  • Graphcore
  • Gritek
  • Groq
  • GyrFalcon
  • HangZhou Changchuan
  • Hermes-Epitek
  • Himax Technologies
  • HiSilicon
  • Honeywell
  • Horizon Robotics
  • HPE (HP Labs)
  • Huawei (HiSilicon)
  • IBM
  • IC-Haus
  • Iluvatar CoreX
  • Imagination
  • Infineon
  • Innatera Nanosystems
  • Institute of Electrical and Electronics Engineers (IEEE)
  • Institute of Semiconductors at Chinese Academy of Sciences
  • Intel
  • Intel (Altera)
  • IonQ
  • Japan National Institute of Advanced Industrial Science and Technology (AIST)
  • JSR
  • JX/Nikko
  • Kanto Chemical
  • Keysight Tech
  • Kioxia (Toshiba)
  • KLA
  • Kneron
  • Korea Advanced Institute of Science and Technology (KAIST)
  • Korea Semiconductor Physics Research Center (SPRC)
  • Kulicke & Soffa
  • Lam Research
  • Lattice
  • LG Electronics
  • Lightmatter
  • Littelfuse (IXYS)
  • Macronix
  • Macrotest
  • Magnachip
  • Marvell
  • MediaTek
  • MEMSIC
  • Mercury Systems
  • Mercury Systems
  • Microchip
  • Micron
  • Micron Technology
  • Microsoft
  • MIT
  • Mitsubishi
  • Mobileye
  • Moore Threads
  • Murata
  • Mythic
  • Nanya
  • Nanyang Technological University
  • National Cheng Kung University
  • National Taiwan University (NTU)
  • Network (STARnet)
  • Nichia
  • Nikon
  • Nippon Sanso
  • Nokia (Bell Labs)
  • Novatek
  • Nvidia
  • NXP
  • NXP Datang
  • Oki Electric
  • OmniVision
  • ON Semi
  • ON Semiconductor
  • OnSemi
  • Onto Innovation
  • Osram
  • Oxford
  • Oxford Ionics
  • Oxford Quantum Circuits
  • Palomar Technologies
  • Peking University
  • Phytium
  • Powerchip
  • PsiQuantum
  • Qualcomm
  • QuickLogic
  • Rambus
  • Raydium
  • Rebellions
  • Recogni
  • Renesas
  • Rigetti
  • Robert Bosch
  • Rohm
  • Rohm
  • S2C
  • SambaNova
  • Samsung Electronics
  • Sanken
  • Sapeon Korea
  • Semitronix
  • Seoul National University
  • Seoul Semiconductors
  • Shibasoku
  • Shin Etsu
  • Shinkawa
  • Siemens (Mentor)
  • SiFive
  • SiFive (Open-Silicon)
  • Silicon Labs
  • Silicon Works
  • Siltronic
  • Sitronix
  • SK Hynix
  • SK Siltron
  • SMIC
  • Socionext
  • Sony
  • SPEA
  • Stanford
  • STMicroelectronics
  • Sumco
  • Synaptics
  • Synopsys
  • SynSense
  • Tachyum
  • TDK (InvenSense)
  • Technische Universität
  • TensTorrent
  • Teradyne
  • Tesla
  • Texas Instruments
  • Tokyo Electron
  • Tokyo Ohka
  • Tokyo Seimitsu
  • Toshiba
  • Tosoh
  • Toyota
  • Tsinghua University
  • TSMC
  • TU Delft
  • UC Berkley
  • Unisoc
  • United Microelectronics
  • Universal Quantum
  • University of Tsukuba
  • US Defence Advanced Research Projects Agency (DARPA)
  • US Semiconductor Industry Association (SIA)
  • US Semiconductor Research Corporation (SRC)
  • US Semiconductor Technology Advanced Research
  • Ventana Micro Systems
  • Versum Materials
  • Vishay
  • Wafer Works
  • Western Digital
  • Winbond
  • WingTech (Nexperia)
  • Wolfspeed
  • Xpeedic Technology
  • Yangtze River Storage
  • Yonsei University
  • Zhaoxin