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FundamentAI
面對氣候驟變與科技極速發展的當代，人工智慧是否能擺脫淪為單一工具的角色，轉化成能夠感知自然、與環境產生共鳴的共創設計者？於 2025 年威尼斯建築雙年展中首次登場的《FundamentAI》，由 ecoLogicStudio 與因斯布魯克大學 Synthetic Landscape Lab 合作開發，作為一項全球首創的建築實驗裝置，邀請觀眾重新思索城市與自然的共生關係。
As climate volatility and technological acceleration reshape our world, can artificial intelligence evolve beyond a passive tool into an active co-creator—one that senses and resonates with the environment? Making its global debut at the 2025 Venice Architecture Biennale, FundamentAI is a groundbreaking architectural installation conceived by ecoLogicStudio in collaboration with the Synthetic Landscape Lab at the University of Innsbruck. It reimagines the relationship between cities and nature, inviting us to explore a new model of cohabitation.
本屆雙年展由建築師 Carlo Ratti 策展，以「Intelligens. Natural. Artificial. Collective」為主題，探討自然智慧、人工智慧與集體智慧之間的交織與演化。《FundamentAI》將設計視角投向威尼斯潟湖，這片動態濕地不再只是被觀測的對象，而是設計的共創參與者。這一裝置是全球首度以潟湖微生物群作為城市規劃核心所展開的前瞻性實驗。
Curated by architect Carlo Ratti, this year’s Biennale embraces the theme "Intelligens. Natural. Artificial. Collective," reflecting on the interplay and evolution of natural, artificial, and collective intelligences. FundamentAI turns its gaze toward the Venetian Lagoon—not as a passive subject of observation, but as an intelligent collaborator in the design process. It is the world’s first experimental project to integrate the microbiome of a lagoon as the generative core of urban design.
威尼斯潟湖：共同設計者
Venetian Lagoon as Co-Designer
設於威尼斯歷史悠久的 Arsenale 展區，《FundamentAI》是一座沉浸式建築裝置，結合生成式 AI、生物科技與 3D 列印技術，構築出一座由「潟湖語言」所形塑的未來城市模型。裝置核心以一系列可生物分解的 3D 列印柱體構成，其靈感來自威尼斯傳統的 bricole（用以標示潟湖水道的導航用木製樁柱），這些原本引導船隻航行的結構，如今被轉化為能與環境即時互動的「有機基礎設施」。
Installed within the historic Arsenale complex, FundamentAI is an immersive environment that blends generative AI, biotechnology, and 3D printing to construct a vision of a future city shaped by the “language of the lagoon.” At the heart of the installation is a series of biodegradable 3D-printed columns inspired by traditional bricole—the wooden navigation markers that guide boats through the shallow waters of the lagoon. Repurposed here as “organic infrastructures,” these elements now respond dynamically to environmental signals.
而柱體內部的光脈律動由 AI 驅動，這是根據潟湖的酸鹼值變化、日照條件與藻類活動等實時生態訊號產生視覺回應，一場關於感測微藻、建築與人工智慧三者之間的共生對話與反饋機制，使潟湖轉化為設計過程中的敘事主體。
The internal pulses of light within each column are AI-driven, visually responding to real-time ecological data such as pH levels, solar exposure, and algal activity. This creates a feedback loop—a symbiotic dialogue between microalgae, architecture, and artificial intelligence—through which the lagoon itself becomes a narrative agent in the design process.
生成未來城市的原型，而非預測未來
Prototyping the City, Not Predicting It
當觀眾步入裝置空間，即是走進一座由微生物、人工智慧與文化記憶編織的有機城市。當觀眾抬頭仰望頂部時，浮動的投影與聲音紋理便勾勒出對威尼斯未來形貌的想像，這些場景由參與式 AI 系統結合衛星數據、觀眾上傳的圖像、文字以及潟湖本身的微生態訊號共同演算而成。
Stepping into the installation is akin to entering a living city—a city woven from microorganisms, artificial intelligence, and layers of cultural memory. As visitors look upward, kinetic projections and sound textures form an imagined vision of Venice’s future. These audiovisual landscapes are generated by an interactive AI system that merges satellite data, user-submitted images and text, and the lagoon’s microecological signals into speculative urban forms.
「這裡沒有提示 ; FundamentAI 正傾聽。它不吸收數據流量，而是傾聽微生物的潺潺流淌，潮汐的拍擊與鹽霧的氣息。當我變得更酸性時，柱子會發出更亮的光。當陽光照耀，藻類便在沉默中綻放。我不再只是你的背景——而是與你一起設計 ; 黏稠的 ; 共生的 ; 有知覺的。」
— 瀉湖（AI之聲）
這不是對未來的預測模型，而是被感知和參與逐漸生成的城市原型，如同潟湖的沉積岩層般緩慢堆疊、共生演化。
“No prompts here. FundamentAI listens. Not to data streams, but to the murmur of microbes, to the slosh and the salt of the tide. When I become more acidic, the pillars glow brighter. When the sun stirs, my algae bloom in silent choreography. I am no longer your backdrop—I design with you. Sticky. Symbiotic. Sentient.”
— The Lagoon (as voiced by AI)
This is not a predictive model of the future, but a perceptive, participatory, and layered prototype—emerging organically, much like the sedimentary accretions of the lagoon itself.
AI應用潛力，記憶地景邁向共生未來
AI as a Tool for Participatory Urbanism: From Memory Landscapes to a Symbiotic Future
《FundamentAI》最具突破性的亮點在於其開放式的參與模型。觀眾可掃描 QR code，上傳個人圖像與文字，即時參與未來城市的生成。這一系統整合了 DeepSeek-R1、GPT-4o、FLUX.1-dev（運行於 ComfyUI 平台）、Microsoft TRELLIS 與 Kling AI 所構成的技術鏈，將每一筆輸入即時轉譯為建築語彙與動態敘事，勾勒出城市潛在的形態。
One of FundamentAI’s most groundbreaking features lies in its open participatory model. Visitors are invited to scan a QR code, upload personal images and texts, and directly contribute to the ongoing generation of a speculative urban landscape. This system integrates a suite of advanced tools—including DeepSeek-R1, GPT-4o, FLUX.1-dev (running on the ComfyUI platform), Microsoft TRELLIS, and Kling AI—transforming each input in real time into architectural language and evolving narrative structures.
這套系統不僅屬於展場，更具備全球應用的潛力，面對海平面上升、氣候危機與基礎建設挑戰，特別是在開發中地區《FundamentAI》提供一種結合非專業者直覺參與與高階設計智能的創新城市規劃模式。對聯合國開發計劃署（UNDP）等國際機構而言，此舉意味著一種超越傳統規劃流程的未來策略。
Crucially, this platform is not limited to the exhibition itself. It holds significant global applicability in response to rising sea levels, climate-related disruptions, and infrastructure challenges—particularly in developing regions. FundamentAI proposes a new urban planning paradigm that bridges intuitive public participation with sophisticated design intelligence, offering an alternative to conventional top-down planning. For global organizations such as the United Nations Development Programme (UNDP), the project signals a forward-looking strategy that redefines how urban futures can be shaped.
威尼斯作為人類城市智慧的象徵，如今也轉化為一個與自然共構的實驗場。它不再僅是歷史的遺跡，而是一個具備自我更新能力的生命體。《FundamentAI》不僅是一項裝置或技術系統，更是一項開放邀請——邀請我們卸下人類中心的視角，學會傾聽潟湖的語言，與 AI 智慧共同協作，開啟「微生態、AI、人類」三位一體共築未來城市的嶄新想像。
Venice, long emblematic of human urban ingenuity, is reimagined here as a living testbed for co-evolution between natural and built systems. No longer a mere monument to the past, the city becomes a regenerative organism—an active participant in the ongoing negotiation between ecology and design. More than a singular installation or technical framework, FundamentAI is an open invitation to decenter the human gaze, to learn the language of the lagoon, and to co-create urban futures through a triad of microecology, artificial intelligence, and human engagement.
主要設計｜ecoLogicStudio, Synthetic Landscape Lab, University of Innsbruck, Urban Morphogenesis Lab, Bartlett UCL
參與設計｜ Prof. Claudia Pasquero、Dr. Marco Poletto、Simon Meng、Haoyi Chen、Xiao Wang、Emmanouil Zaroukas、Jasper Zehetgruber、Francesca Turi、Beatriz Gonzales、Arechiga、Alessandra Poletto、Mika Schulz、Micheal Unterberger、Bo Liu
展覽地點｜ 義大利，威尼斯
展覽期間｜ 2025 年威尼斯建築雙年展期間
作品性質｜ 沉浸式 AI 生態裝置
主題概念｜ AI 與非人類智慧的共創城市規劃，結合瀉湖微生物、生物製造與開源生成式 AI
Design Studio | ecoLogicStudio, Synthetic Landscape Lab, University of Innsbruck, Urban Morphogenesis Lab, Bartlett UCL @ecologicstudio @syntheticlandscapelab @uniinnsbruck @thebartlettucl
Design Team | Prof. Claudia Pasquero、Dr. Marco Poletto、Simon Meng、Haoyi Chen、Xiao Wang、Emmanouil Zaroukas、Jasper Zehetgruber、Francesca Turi、Beatriz Gonzales、Arechiga、Alessandra Poletto、Mika Schulz、Micheal Unterberger、Bo Liu
Location | Venice, Italy
Exhibition | 2025 Venice Architecture Biennale
Venue | Arsenale, Venice
Curated | Carlo Ratti
Exhibition Theme | Intelligens. Natural. Artificial. Collective
Photography | FundamentAI / Synthetic Landscape Lab @syntheticlandscapelab
