情報文章索引
AI 新知、營建科技與產業現場消息。依原文日期排序；未提供時採本站發布日期。
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Challenges and Opportunities in Scaling Construction Robotics
In an AEC Business podcast, Raise Robotics CTO Rishabh Aggarwal discussed why construction robotics pilots rarely scale, citing unstructured site conditions and the need to fit existing contractor workflows.
2026-10-21 · AEC BusinessNVIDIA Expands Open Model Portfolio Across Language, Physical AI, and Enterprise Data
NVIDIA announced a portfolio of open foundation models across multiple domains, including Nemotron 3.5, Kumo for structured business data, Cosmos 3.5 world models, Alpamayo 2 Edge, BioNeMo, and Ising for quantum computing.
2026-10-21 · NVIDIA BlogNVIDIA Expands Open-Source Agent Toolkit with Knowledge Foundation and Runtime Tools
NVIDIA announced updates to its open-source Agent Toolkit, introducing the Agent Knowledge Foundation, CUDA-X libraries, Kumo open models, OpenShell runtime, and NemoClaw blueprints to ground AI agents in enterprise data.
2026-10-21 · NVIDIA BlogNVIDIA Expands Confidential Computing to Bare Metal
NVIDIA announced Confidential Bare Metal, allowing model builders to run workloads on dedicated third-party infrastructure securely.
2026-10-21 · NVIDIA BlogNVIDIA Launches cuDSS Library for GPU-Accelerated Simulations
NVIDIA announced the general availability of cuDSS, a CUDA-X library designed to solve large sparse linear systems on GPUs. It targets simulation workflows across engineering and science to cut compute times.
2026-10-21 · NVIDIA BlogNVIDIA Releases Factory Operations Blueprint and Expands Industrial AI
NVIDIA announced the early access of its Factory Operations Blueprint on GitHub and cuDSS general availability, expanding industrial AI across European manufacturing, simulation, and robotics.
2026-10-21 · NVIDIA BlogRegional AI Clouds Expand NVIDIA Hardware and Deploy Agent Safety Frameworks
European cloud providers are deploying NVIDIA compute clusters with power-optimized scheduling, while adopting the new OpenShell architecture to restrict autonomous agent activities at both chip and software levels.
2026-10-21 · NVIDIA BlogGoogle Cloud and NVIDIA Announce Vera Rubin A5X Instances
Google Cloud and NVIDIA announced A5X instances powered by NVIDIA Vera Rubin NVL72, scheduled for general availability next month with planned expansion to Europe and scale up to 960,000 Rubin GPUs.
2026-10-21 · NVIDIA Blog中市投入5,800萬元改善麻園頭溪人行廊道 西區路段排定夜間燙平
台中市政府建設局投入約5,800萬元推動麻園頭溪水岸廊道計畫，串聯北屯與西區既有人行道，總長度達4.7公里。北屯段已於8月完工，西區段預計於10月23日夜間針對向上路一段、忠明南路及公益路周邊展開路面刨鋪作業。
2026-10-20 · 臺中市建設局｜建設新聞台中東區東光園路10月22日起換植38株原生櫸木
台中市建設局表示，東光園路部分黑板樹與榕樹具倒伏風險，預計自10月22日起移除36株黑板樹與2株榕樹，並改植38株台灣原生櫸木。工程同步將獨立植穴調整為連續綠帶，櫸木補植預計於11月上旬完成。
2026-10-20 · 臺中市建設局｜建設新聞臺北市北投市場大樓拆除改建工程正式開工 預計民國120年完工
臺北市政府舉行北投市場大樓拆除暨改建工程開工典禮。原建物因氯離子超標且耐震不足改為全拆除重建，新大樓規劃地下5層、地上10層，預計民國120年完工。
2026-10-20 · 臺北市工務局｜新聞北市公園處說明雙連站線型公園植樹規劃 預留生長空間並非隨意種植
針對網路質疑捷運雙連站線型公園草坪植樹問題，台北市工務局公園處表示，該處依地方會勘意見種植10株花旗木，因園內道路寬僅約1.5至2公尺，為保留生長距離與草坪活動空間而略偏草坪側種植。
2026-10-20 · 臺北市工務局｜新聞臺北市大地處拆除劍潭山違建鋪面並推動原生造林
臺北市大地處拆除劍潭山11處違建與2,653平方公尺不透水鋪面，清運約600立方公尺垃圾並實施微整地。基地洽談水保及大地技師公會共同認養，預定10月底種植300株臺灣原生深根樹種，並接續執行6年撫育管理。
2026-10-20 · 臺北市工務局｜新聞Trimble for Government Listed at FedRAMP Initial Implementation Status
Trimble announced that Trimble for Government has attained Initial Implementation status for FedRAMP Class C (Moderate) certification and is listed on the FedRAMP Marketplace, alongside pursuing GovRAMP authorization.
2026-10-20 · Trimble Construction｜AEC 新聞稿Microsoft Research Podcast: Chris White on Tech and Public Impact
Microsoft Research featured Dr. Christopher White, head of Catalyst Lab, discussing his journey applying data analytics and advanced tech from DARPA operations in Afghanistan to anti-human trafficking efforts.
2026-10-20 · Microsoft Research產發署攜手台氯展示智慧工安技術 打造石化示範場域
經濟部產發署於台氯林園廠舉辦示範觀摩活動，展示智慧石化永續發展成果。台氯導入 PDA 巡檢、地下管線 AI 偵漏與 VOCs 智能監控等技術，獲頒智慧應用實踐獎，協助產業由被動管理轉向主動預警。
2026-10-20 · 產業發展署｜新聞發布產發署TITAS主題館登場 展出AI智能報價與轉型成果
經濟部產發署於台北紡織展設立主題館，集結17家廠商展示數位轉型成果。內容包含鞋材業者導入AI智能報價系統、3D虛擬製樣及循環材料，呈現製造業藉由AI與數位工具提升效率的實際案例。
2026-10-20 · 產業發展署｜新聞發布產發署TAITRONICS主題館亮相 安恩嘉港口AI視覺落地鹿特丹港
經濟部產業發展署於「TAITRONICS & AIoT Taiwan 2026」設立主題館，展出65項技術，產值估逾342億元。新漢旗下安恩嘉與荷蘭CERTUS簽署MOU，其港口AI智慧視覺方案已獲鹿特丹港訂單，預計明年導入。
2026-10-20 · 產業發展署｜新聞發布Octave Builds Multi-Tenant AI Platform on Amazon Bedrock
Octave deployed a multi-tenant AI architecture on Amazon Bedrock using Cohere Embed v4 and Anthropic Claude. The system isolates data across tenants and accelerates document triage.
2026-10-20 · AWS Machine LearningAWS Tests SFT and GRPO Fine-Tuning for Multilingual Reasoning on SageMaker HyperPod
AWS engineers demonstrated fine-tuning GPT-OSS-20B and Qwen2.5-7B on Amazon SageMaker HyperPod, evaluating the complementary roles of SFT and GRPO across multilingual reasoning tasks.
2026-10-20 · AWS Machine LearningAWS Outlines Supply Chain Pattern with Amazon Quick and Bedrock AgentCore
AWS detailed a pattern pairing Amazon Quick with Bedrock AgentCore and MCP servers to query enterprise systems, assess disruptions, and draft quotes under human approval.
2026-10-20 · AWS Machine LearningSmartsheet Launches MCP Server to Connect AI Agents on AWS
Smartsheet has launched a Model Context Protocol (MCP) Server, enabling AI agents on AWS to access and manage project sheets through natural language without manual tool switching.
2026-10-20 · AWS Machine LearningAWS and i14 Deploy Laplace 3B Linear Attention Model on Trainium2
i14 and AWS ported the Laplace 3B linear attention model to AWS Trainium2 using native PyTorch support. Its recurrent state stays at 29.5 MB per sequence, keeping inference memory fixed regardless of context length.
2026-10-20 · AWS Machine Learning中市府投入9,980萬元改善沙鹿鹿峰國小周邊道路 中山路10月21日起分段燙平
台中市建設局投入9,980萬元推動沙鹿區鹿峰國小校園周邊暨行車安全道路改善工程，目前工程接近完工，預計10月21日至29日分段進行中山路（中清路八段至中山路641巷）路面燙平作業，面積達2.9公頃。
2026-10-19 · 臺中市建設局｜建設新聞高雄左營德天街截彎取直工程開工 改善通學與人行環境
高雄市工務局新工處推動左營區德天街改善工程，總經費約 3,000 萬元且已開工。工程規劃截彎取直並優化路型，以提升立德國中與明德國小周邊通行安全，工期約 180 個工作天。
2026-10-19 · 高雄市工務局｜工務新聞臺北市信義區豹山溪整治區打造水土保持生態園區
臺北市政府大地處指出，信義區豹山溪整治區早期為違建聚落，經市府先安置後拆遷政策整治為水土保持生態園區，並建置安山岩步道與木棧道。
2026-10-18 · 臺北市工務局｜新聞北市大地處推展仙跡岩景興支線 改善木作欄杆與景觀平臺
臺北市政府工務局大地工程處推薦文山區仙跡岩「景興支線」。官方近年推動周邊步道維護與改善，於步道沿線建置多處木作欄杆、弧形景觀平臺及休憩涼亭。民眾自捷運景美站步行約10分鐘即可抵達景興國小後方的步道起點。
2026-10-17 · 臺北市工務局｜新聞臺北市艋舺公園景觀改善工程啟用 打通空間動線與景觀視野
臺北市政府於10月17日舉行艋舺公園開園啟用典禮。改善工程以空間敞開與減法美學為核心，新植43株喬木增加綠蔭，並消除過去視線受阻與動線死角問題。
2026-10-17 · 臺北市工務局｜新聞Buildots Executive Discusses Construction Productivity, AI, and Data Models
In an AEC Business podcast, Buildots VP Amir Berman discussed construction productivity, citing benchmark data on schedule delays, and addressed AI agent data needs.
2026-10-17 · AEC Business新北表揚115年度優良公寓大廈 共26個社區獲獎
新北市政府舉行115年度優良公寓大廈評選頒獎典禮，共26個社區獲獎。評選分為5組，由專家歷時2個月實地考察與審查，從89個參賽社區中選出，並表揚優良管理服務人員與管理維護公司。
2026-10-16 · 新北市工務局｜工務新聞