By Varvara & Mar (Varvara Guljajeva and Mar Canet Sola) : :
Needle in a Haystack is a robotic art installation that explores the intersection of robotics, artificial intelligence, big data, and environmental sustainability. At the heart of the piece operates a robot arm within a mound of hay, tasked with finding a hidden needle. Its success is signalled by the ringing of a sheep’s bell, creating a moment of triumph, or perhaps futility, depending on the viewer’s perspective.
Drawing inspiration from the idiom, the project features a robot tasked with finding a hidden needle in a haystack—a metaphor for the challenges AI systems face in locating critical information within vast datasets. This work questions the myth of AI as an omnipotent "black box" and highlights its reliance on human labour and resource-intensive computation. Scholars such as Kate Crawford argue that AI is neither truly artificial nor intelligent but rather a product of human labour, data, and biases. Jeff Bezos sarcastically coined the term "artificial artificial intelligence," underscoring its reliance on underpaid human crowd workers.
The installation addresses the limitations of large language models (LLMs) in handling extensive contexts, referencing contemporary research that highlights their struggles with large datasets. It also explores the growing computational power and energy demands required to train these systems, in contrast to the urgent realities of the climate crisis. By drawing attention to modern AI's labour, energy, and environmental costs, Needle in a Haystack prompts viewers to reflect on the ethical and ecological implications of technological advancement in the deep learning era.
Beyond its technological implications, A Needle in a Haystack also mediates humanity’s relationship with the natural world. By juxtaposing the precision of robotics with the organic chaos of a haystack, the piece invites viewers to reflect on how our technological ambitions intersect and often clash with our environment. It also poses critical questions about our increasing reliance on technology: Is it always the right path forward? And at what cost?
0 Comments