DAMO Academy Announces 2023 Top Ten Technology Trends: Generative AI, Chiplet Modular Design, and Cloud Computing Architecture
DAMO Academy's 2023 top ten technology trends report highlights generative AI, Chiplet modular design, and a new cloud‑centric computing architecture, while also forecasting advances in multimodal large models, cloud‑native security, compute‑in‑memory chips, optical imaging, digital twin cities, and dual‑engine intelligent decision‑making.
On January 11, DAMO Academy released its 2023 Top Ten Technology Trends, highlighting generative AI, Chiplet modular design and packaging, and a new cloud computing architecture among others.
AI : The academy predicts rapid progress toward artificial general intelligence, with multimodal pretrained large models unifying image, text, and audio representations as AI infrastructure, and a surge in generative AI applications driving digital content creation.
Cloud Computing : Cloud-defined predictable networking will expand from data‑center‑local use to the whole Internet; cloud‑native security will foster platform‑based intelligent security systems; and cloud will redefine computing architecture, shifting from CPU‑centric to cloud‑infrastructure processor (CIPU)‑centric designs, achieving deep software‑hardware integration.
Chip Sector : Facing soaring compute demand and slowing Moore’s law, DAMO forecasts significant advances in compute‑in‑memory and Chiplet modular design, with in‑memory computing based on SRAM and NOR Flash moving toward mass commercialization in smart home and wearable devices, and Chiplet interconnect standards reshaping chip development workflows.
Other highlighted trends include optical computing imaging, digital twin cities, and dual‑engine intelligent decision‑making that combines operations research optimization with machine learning for dynamic resource allocation.
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