Seasonal Intelligence

Seasonal Hibernation is a speculative design project that explores alternative ways of thinking about artificial intelligence. It proposes a system where AI operates in alignment with ecological cycles, shifting between activity and rest based on environmental conditions.

CONTEXT:

COURSE PROJECT @POLIMI

TOOLS:

FIGMA, TOUCHDESIGNER, PREMIERE PRO

DURATION:

12 WEEKS

TEAM:

ELISA DE BENEDITS, HUANG QUIYAN, LANG XUANYI, LETIZIA GEROSA

overview.

Seasonal Intelligence explores an alternative approach to artificial intelligence by rethinking its relationship with time, energy, and the environment. Instead of operating continuously, the project proposes a system where AI aligns with ecological cycles, shifting between activity and rest based on the availability of resources.
Developed as a speculative and spatial experience, the project invites users to reflect on the environmental impact of constant computation and imagine a future where intelligence operates in harmony with natural rhythms rather than against them.

my role.

  • Contributed to research and the development of the speculative AI concept
  • Co-developed the ecosystem thinking and narrative framework
  • Planned the interaction flow across the spatial experience
  • Led the exhibition setup and implementation
  • Contributed to research and the development of the speculative AI concept
  • Co-developed the ecosystem thinking and narrative framework
  • Planned the interaction flow across the spatial experience
  • Led the exhibition setup and implementation

By 2030, AI data centers could consume nearly as much electricity as entire countries.

context.

This project was developed within the More-than-Human Bodies framework, which explores relationships between humans, non-human entities, and technological systems. It focuses on understanding how these interconnected actors coexist and influence one another within larger ecological and systemic contexts.
Rather than centering only human needs, the approach considers environmental conditions, resource flows, and non-human agents as active participants in shaping future interactions and systems.

problem framing.

Current AI systems operate continuously, prioritizing constant computation over environmental conditions. This approach reinforces a model of endless activity, disconnected from the cyclical rhythms of natural systems.
As AI scales, this misalignment raises questions about resource consumption, ecological impact, and the need for alternative ways of thinking about intelligence in relation to the planet.
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What if AI could hibernate, aligning it's rythm with the planet's patterns of abundance and rest?

ecosystem.

more-than-human body.

socio-political context.

Showcase image

narrative flow.

speculative narrative.

storytelling.

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speculative narrative.

dystopia.

In a world where AI never sleeps, data centers devour the planet’s resources to sustain humanity’s insatiable need for instant answers. The Earth’s rhythms collapse under perpetual computation: no night, no rest, only the hum of servers and the heat of endless demand. People have shaped AI in their own image: incapable of pausing, always consuming, always producing. The result is a planet burning for the sake of immediacy.

utopia.

The goal is no longer constant production to meet constant demand. What matters is moving in sync with the rhythms of nature. As Earth flourishes, AI is awaken, resting when resources wane. Life in local communities flows with the ecological forces and cycles, guiding society to move in synchrony with nature. Progress is no longer measured by endless output, but by the wisdom to act and pause, coexisting gently within its limits.

interaction.

The system responds to the presence and movement of the audience, shaping the experience across different states. Interaction is not based on control, but on attunement where users influence the environment through their behavior.

finalization.

narrative flow.

dystopia.

context & shift.

utopia.

gallery.

Showcase image

reflection.

This project allowed me to approach design as a speculative practice rather than focusing only on problem-solving. Instead of aiming for a direct solution, I explored how design can be used to imagine alternative futures and question existing assumptions through narrative, space, and interaction. It shifted my perspective toward thinking in systems, where design is not limited to interfaces but extends to shaping relationships and experiences.
Working within the More-than-Human framework also encouraged me to look beyond a purely human-centered view and consider broader ecological contexts. This made me more aware of how design can influence not just what we create, but how we think by using speculation as a way to open up new possibilities rather than define fixed answers.