Challenge by Falling Walls
How might breakthroughs in sustainable computing for AI transform society?
?
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As the rapid growth of AI is putting unprecedented demands on computing power and energy use, scientists are focusing their research efforts on developing ultra-fast, energy efficient computing capabilities. We invite you to share your perspectives on the societal and ethical dimensions, both now and in the future, of exploring the expansion of high-power AI. What does our future look like when we have energy-efficient computing power that can meet the needs of this rapidly advancing industry?

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Challenge by Falling Walls
How might breakthroughs in sustainable computing for AI transform society?
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Challenge by Falling Walls
How might breakthroughs in sustainable computing for AI transform society?
Racheal Akinbo
My opinion is to create a smarter world that is able to drive through sustainable greener environment by removing the toxicity of carbon emission generate by Artificial intelligent training with emission of all that works on the computer system at one level or the other all over the world.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
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Fadia
If we Imagine AI systems that model the chemistry of creation, designing nanostructures that mimic living cells, capable of self-repair and adaptive intelligence. Through this fusion, we may build synthetic life that heals the planet, cures disease.
1/2
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uncertain
certain
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undesirable
desirable
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Susanne Schrepfer-Metz
A fairer + ecologically sustainable society through sustainable computing make access to AI more democratic. Even smaller players can operate their own systems without large data centers.
1/2
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uncertain
certain
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undesirable
desirable
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Susanne Schrepfer-Metz
Energy-efficient technologies + sustainable materials reduce the ecological impact, lower power consumption and enable resource-saving AI applications.
1/2
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uncertain
certain
How desirable do you find this?
undesirable
desirable
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Susanne Schrepfer-Metz
Sustainable computing promotes a fairer + ecologically sustainable society. Energy-efficient chips and quantum computers make AI more resource-efficient and accessible to everyone. Recyclable materials and circular concepts reduce environmental impact.This creates a responsible green digital economy
1/2
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uncertain
certain
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undesirable
desirable
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Susanne Schrepfer-Metz
Societies are learning to measure progress by responsibility rather than performance. AI is becoming part of the solution to ecological crises. This is creating a more sustainable, fairer, and more consciously connected world.
1/2
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uncertain
certain
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undesirable
desirable
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Sarah Masud
If sustainable computing for AI can help reduce the dependency on supercomputers currently operated by a select few, then more grassroots organizations and national programs can focus on developing small-scale, deployable, and task-specific AI solutions, a potential win-win for all.
1/2
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uncertain
certain
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undesirable
desirable
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Abid Hussnain
Suppose sustainable computing can help reduce the cost of automating tasks and mundane delegation. It can give people more time to develop their intellectual curiosity and critical thinking. It is our ability to ask questions, seek answers, and innately learn new skills that make us human.
1/2
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uncertain
certain
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undesirable
desirable
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Energy-efficient technologies + sustainable materials reduce the ecological impact, lower power consumption
1/2
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uncertain
certain
How desirable do you find this?
undesirable
desirable
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Robert K Chelule
Ai can transform and break barriers in society with guides, clear policy.
1/2
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uncertain
certain
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undesirable
desirable
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Robert Chelule
Instant solutions to environment degrations and climate change,integrating community.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Only by merging science with art can AI become truly transformative—solving global problems while keeping humanity and nature in balance.
1/2
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uncertain
certain
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undesirable
desirable
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Tasnim Almoulki
Only by making AI energy-efficient and resource-sustainable can its breakthroughs in climate protection and equitable access truly benefit humanity.
1/2
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uncertain
certain
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undesirable
desirable
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Tasnim Almoulki
Equitable access to ultra-fast, green AI will decide whether it becomes a privilege of the few or a planetary tool that heals ecosystems and empowers communities everywhere.
1/2
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uncertain
certain
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undesirable
desirable
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JZ
A World of Robots and Machines, Thinking as One – a reindustrialization platform emerges. It enables an autonomous robotics intelligence factory that enables smart firefighting, fast emergency response, and cheap manufacturing. It lifts the global economy and GDP growth at an unprecedented scale.
1/2
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uncertain
certain
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undesirable
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Fadia
AI is transforming chemistry and drug design. By modeling molecules and creating adaptive nanostructures, it enables personalized, life-inspired treatments. Merging AI, nanotech, and biochemistry, we can heal smarter and reshape medicine to restore and enhance life itself.
1/2
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uncertain
certain
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undesirable
desirable
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Abdulkareem
Energy-efficient Artificial Intelligence could transform Nigeria’s future, empowering women farmers with climate-smart insights, reducing waste, and improving food security. But without ethical controls and use, it risks deepening inequality and data misuse in rural communities.
1/2
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uncertain
certain
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undesirable
desirable
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MOHAMAD ALMOULKI
Breakthroughs in sustainable computing for AI reducing the energy, resource, and carbon footprint of AI systems could have very wide-reaching effects.
1/2
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uncertain
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undesirable
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Alaleh
Sustainable AI turns energy challenges into opportunities: cutting CO₂, widening global access, and linking data with creativity.
1/2
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uncertain
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undesirable
desirable
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Ray
It would buy us more time to fix the ecological and environmental mess we've already made; by reducing the strain placed on Earth's resources and climate, ultimately, paving the way for sustainable living for ALL.
1/2
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uncertain
certain
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undesirable
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Andri Ronaldo Pasaribu
At first AI provides simplicity, then we will be depend on it, and if we are not wise, it will damage the human brain and human life.
1/2
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uncertain
certain
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Alaleh
Sustainable computing in AI allows routine and repetitive tasks to be carried out with lower energy consumption and reduced CO₂ emissions. This enables people to dedicate more time and resources to important challenges such as innovation, research, and improving quality of life.
1/2
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uncertain
certain
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Reducing the average working hours
1/2
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uncertain
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undesirable
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Submit
I’m especially excited about the health-related possibilities. With trillions of cells and so much DNA and data making up the human body, AI could really speed up how we understand ourselves
1/2
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uncertain
certain
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undesirable
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Annika
I guess many jobs will certainly be replaced and we must teach people in the future to gain their self-efficacy, their sense of achievement and their satisfaction from something other than their job.
1/2
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uncertain
certain
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Annastassia
The landscape is barren. We have not solved the sustainable/ecological impact of AI usage. Most of earth, except where the wealth/geopolitics power reside, have to host data centres which strip their lands of diversity & resources. Only the wealthy reap the benefits of AI. :(
1/2
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uncertain
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Andri Ronaldo Pasaribu
AI is a dessert, not a main meal, otherwise you'll get poisoned.
1/2
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Andri Ronaldo Pasaribu
Overuse of AI will degrade human spirit.
1/2
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uncertain
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Andri Ronaldo Pasaribu
AI will damage the human brain if it is used as a foundation for thinking.
1/2
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uncertain
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Christian
AI systems run at light speed with minimal energy use, enabling widespread access to advanced services without increasing environmental impact.
1/2
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uncertain
certain
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undesirable
desirable
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Christian
Self-learning AI becomes embedded in everyday objects, enabling real-time, private, and energy-efficient intelligence in all environments.
1/2
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uncertain
certain
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undesirable
desirable
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Christian
AI computation becomes fully decentralized and energy-efficient, eliminating the need for large data centers and freeing up urban space.
1/2
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uncertain
certain
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undesirable
desirable
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Accelerates the race to produce more chips while pushing dealing the issue with ethical chip production further behind.
1/2
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uncertain
certain
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undesirable
desirable
Submit
If computing gets more sustainable, it will likely increase the speed at which we develop an artificial superintelligence which increases the severe risk that this superintelligence will not be aligned with our values. It will widen the gap between capacity building and the needed alignment research
1/2
How certain do you find this?
uncertain
certain
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undesirable
desirable
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Offer efficient and sustainable solution to all other industries
1/2
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uncertain
certain
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undesirable
desirable
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Anonymus
I would love to use Chat GPT on my device offline! Thanks to her research that could be the new reality!
1/2
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uncertain
certain
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undesirable
desirable
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Annette
f AI becomes extremely cheap and green, the barrier to entry lowers drasticall leading to floods of low-cost, hyper-specialized AI services. Ironically, this abundance could devalue certain AI products and force a rethinking of monetization models...
1/2
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uncertain
certain
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undesirable
desirable
Submit
Making AI accessible to everyone in a sustainable way could lead to even less communication between individuals and therefore a greater amount of loneliness in society.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Rosie
Repetitive or unpleasant manual tasks are automated, leaving humans more time, energy and freedom for creativity, learning, fun and time with loved ones.
1/2
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uncertain
certain
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undesirable
desirable
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Daria
It will probably be necessary to make data secure. Together with quantum computers.
1/2
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uncertain
certain
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undesirable
desirable
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Alex
Suddenly, training an AI in Wolof, Sámi, or Breton wouldn’t be a luxury project, but an everyday possibility.
1/2
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uncertain
certain
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undesirable
desirable
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Alex
If AI stops guzzling energy, it could finally belong to everyone, not just Silicon Valley.
1/2
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uncertain
certain
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undesirable
desirable
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Katharina
Ultra-fast, energy-efficient computers balance green energy in real time, matching demand, production, and storage. Surplus solar or wind is rerouted instantly, making renewables reliable 24/7 and accelerating the shift to a net-zero world.
1/2
How certain do you find this?
uncertain
certain
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undesirable
desirable
Submit
Annastassia
Decision/policy makers turn to AI to answers, but as AI itself is fuelled by data out there, AI churns up detrimental policies because big data is a reflection of our existing system of discrimination and inequalities. :(
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Diana Sandoval
Breaking the wall of unsustainable AI through efficient algorithms and renewable-powered infrastructure, drastically reducing energy demand, enabling bold, climate-aligned innovation, and shaping inclusive global policy for AI that advances without compromising planetary boundaries.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Mariam Bedir
Sustainable computing could turn AI into a truly global tool. If we make AI energy-efficient and resource-friendly, it won’t just serve big tech hubs, it could power rural clinics, local farms, and classrooms worldwide. That means progress in health, food, and knowledge without harming our planet. F
1/2
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uncertain
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Ray
Inspire the adoption of sustainable methods in other fields and sectors, thus, accelerating the recovery of Earth's resources, maybe even aiding in finding faster solutions and their implementation towards a better world and a healthier society owing to the newfound abundance.
1/2
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uncertain
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undesirable
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Andri Ronaldo Pasaribu
The use of AI will make humans more destructive to nature if AI's energy source is only electricity.
1/2
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uncertain
certain
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undesirable
desirable
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Yahir Ticona
In the future, AI will be the most trusted source of information, handling verification, exploration, and problem-solving. But overreliance may weaken human creativity and reduce authentic social interaction.
1/2
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uncertain
certain
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undesirable
desirable
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Christian
Breakthroughs in sustainable AI dramatically shorten research timelines, making advanced healthcare innovation accessible worldwide.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Maria
More time for human interactions because AI can - fast and with small ecological impact - take care of the non-human actions.
1/2
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uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Felix
I am excited to see how it could positively transform educational systems all over the world (and in Germany a couple of decades later).
1/2
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uncertain
certain
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undesirable
desirable
Submit
Valeria
It will transform / is transforming the way knowledge is transferred. The whole educational system needs to adapt to this change, since we have to reflect on and re-think how we are learning.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Katharina
More sustainable energy solutions would definitely improve the current problematic situation, where big corporations are supplying their energy demands in big data centers, that lead to immediate environmental problems. However society is not ready for the current availability/application of AI.
1/2
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uncertain
certain
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undesirable
desirable
Submit
small chips will lead to small smart devices everywhere...
1/2
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uncertain
certain
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undesirable
desirable
Submit
Alex
Sustainable computing means communities could run their own AIs, tuned to local needs, instead of renting them from the cloud.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Arsenii
I am not sure that AI / Quantum Computing go hand in hand with sustainability in the first place.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Daria
In the future our existence will be cyborg-like, where the AI is part of our body and mind. My hope is that repetitive and "boring" work will be done by the AI, leaving more creativity to the human. My fear: many people will loose their jobs and the AI will gain more decisive power in our lives.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Science Enthusiast
It would be great to take the monopol of big companies like AWS that charge a lot of money for people to use their cloud computing storage- even if only for AI
1/2
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uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
Paul
It will lessen ecological harm by datacenters.
1/2
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uncertain
certain
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undesirable
desirable
Submit
With increased accessibility to AI-tools, human creative work could become sidelined by the cheaper alternative AI generated art, music, and writing would provide.
1/2
How certain do you find this?
uncertain
certain
How desirable do you find this?
undesirable
desirable
Submit
It could democratize access to powerful tools while reducing ecological harm.
1/2
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uncertain
certain
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undesirable
desirable
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Daniela Li-Jó
AI handles automation, precision, and measurement. What society needs now are 21st century human skills, fostered through bio-art and media art. Only STEAM, not just STEM, and true interdisciplinary reform in education that includes the arts, can transform sustainable AI into genuine social impact.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Efficiency gains could fuel even greater overuse of AI, making us overreliant on this technology.
1/2
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uncertain
certain
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undesirable
desirable
Submit
Iyinoluwa Ajayi
Sustainable computing in AI could cut costs and energy use, making powerful tools accessible in classrooms everywhere. Breakthroughs here mean smarter, greener, more inclusive learning without the planet paying the price.
1/2
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Get an overview of the results by reading the AI-generated summaries. For more details, examine the individual opinions and their ratings on the Futures Canvas.
Technological
20 Ratings
Anonymous
It could democratize access to powerful tools while reducing ecological harm.
56% certain
26% disagreement
88% desirable
13% disagreement
Technological
22 Ratings
Anonymous
Efficiency gains could fuel even greater overuse of AI, making us overreliant on this technology.
78% certain
23% disagreement
23% desirable
31% disagreement
Technological
10 Ratings
Christian
AI systems run at light speed with minimal energy use, enabling widespread access to advanced services without increasing environmental impact.
57% certain
29% disagreement
77% desirable
24% disagreement
Technological
10 Ratings
Christian
Self-learning AI becomes embedded in everyday objects, enabling real-time, private, and energy-efficient intelligence in all environments.
62% certain
26% disagreement
50% desirable
32% disagreement
Technological
10 Ratings
Christian
AI computation becomes fully decentralized and energy-efficient, eliminating the need for large data centers and freeing up urban space.
53% certain
27% disagreement
82% desirable
21% disagreement
Technological
10 Ratings
Christian
Breakthroughs in sustainable AI dramatically shorten research timelines, making advanced healthcare innovation accessible worldwide.
67% certain
22% disagreement
81% desirable
19% disagreement
Technological
9 Ratings
Anonymous
small chips will lead to small smart devices everywhere...
74% certain
22% disagreement
46% desirable
25% disagreement
Social
9 Ratings
Anonymous
Reducing the average working hours
37% certain
24% disagreement
72% desirable
29% disagreement
Economic
10 Ratings
Science Enthusiast
It would be great to take the monopol of big companies like AWS that charge a lot of money for people to use their cloud computing storage- even if only for AI
45% certain
22% disagreement
74% desirable
22% disagreement
Technological
11 Ratings
Maria
More time for human interactions because AI can - fast and with small ecological impact - take care of the non-human actions.
45% certain
30% disagreement
82% desirable
26% disagreement
Technological
9 Ratings
Anonymous
Accelerates the race to produce more chips while pushing dealing the issue with ethical chip production further behind.
78% certain
14% disagreement
37% desirable
39% disagreement
Technological
10 Ratings
Felix
I am excited to see how it could positively transform educational systems all over the world (and in Germany a couple of decades later).
60% certain
25% disagreement
76% desirable
21% disagreement
Technological
9 Ratings
Anonymous
I’m especially excited about the health-related possibilities. With trillions of cells and so much DNA and data making up the human body, AI could really speed up how we understand ourselves
60% certain
21% disagreement
83% desirable
14% disagreement
Social
9 Ratings
Annika
I guess many jobs will certainly be replaced and we must teach people in the future to gain their self-efficacy, their sense of achievement and their satisfaction from something other than their job.
71% certain
27% disagreement
57% desirable
39% disagreement
Technological
9 Ratings
Anonymous
If computing gets more sustainable, it will likely increase the speed at which we develop an artificial superintelligence which increases the severe risk that this superintelligence will not be aligned with our values. It will widen the gap between capacity building and the needed alignment research
71% certain
19% disagreement
29% desirable
33% disagreement
Technological
9 Ratings
Anonymous
Offer efficient and sustainable solution to all other industries
53% certain
22% disagreement
80% desirable
16% disagreement
Technological
9 Ratings
Valeria
It will transform / is transforming the way knowledge is transferred. The whole educational system needs to adapt to this change, since we have to reflect on and re-think how we are learning.
81% certain
15% disagreement
55% desirable
29% disagreement
Technological
10 Ratings
Anonymus
I would love to use Chat GPT on my device offline! Thanks to her research that could be the new reality!
60% certain
29% disagreement
48% desirable
28% disagreement
Technological
10 Ratings
Annette
f AI becomes extremely cheap and green, the barrier to entry lowers drasticall leading to floods of low-cost, hyper-specialized AI services. Ironically, this abundance could devalue certain AI products and force a rethinking of monetization models...
55% certain
25% disagreement
45% desirable
30% disagreement
Technological
10 Ratings
Anonymous
Making AI accessible to everyone in a sustainable way could lead to even less communication between individuals and therefore a greater amount of loneliness in society.
66% certain
22% disagreement
24% desirable
27% disagreement
Technological
11 Ratings
Anonymous
With increased accessibility to AI-tools, human creative work could become sidelined by the cheaper alternative AI generated art, music, and writing would provide.
75% certain
18% disagreement
28% desirable
26% disagreement
Technological
9 Ratings
Rosie
Repetitive or unpleasant manual tasks are automated, leaving humans more time, energy and freedom for creativity, learning, fun and time with loved ones.
48% certain
25% disagreement
80% desirable
25% disagreement
Environmental
10 Ratings
Paul
It will lessen ecological harm by datacenters.
61% certain
27% disagreement
80% desirable
22% disagreement
Technological
11 Ratings
Alex
Sustainable computing means communities could run their own AIs, tuned to local needs, instead of renting them from the cloud.
59% certain
21% disagreement
82% desirable
19% disagreement
Technological
10 Ratings
Arsenii
I am not sure that AI / Quantum Computing go hand in hand with sustainability in the first place.
53% certain
36% disagreement
24% desirable
27% disagreement
Technological
9 Ratings
Daria
It will probably be necessary to make data secure. Together with quantum computers.
69% certain
34% disagreement
49% desirable
33% disagreement
Technological
9 Ratings
Alex
Suddenly, training an AI in Wolof, Sámi, or Breton wouldn’t be a luxury project, but an everyday possibility.
49% certain
24% disagreement
62% desirable
26% disagreement
Technological
9 Ratings
Alex
If AI stops guzzling energy, it could finally belong to everyone, not just Silicon Valley.
47% certain
39% disagreement
72% desirable
34% disagreement
Technological
10 Ratings
Katharina
Ultra-fast, energy-efficient computers balance green energy in real time, matching demand, production, and storage. Surplus solar or wind is rerouted instantly, making renewables reliable 24/7 and accelerating the shift to a net-zero world.
54% certain
26% disagreement
83% desirable
25% disagreement
Environmental
10 Ratings
Katharina
More sustainable energy solutions would definitely improve the current problematic situation, where big corporations are supplying their energy demands in big data centers, that lead to immediate environmental problems. However society is not ready for the current availability/application of AI.
63% certain
33% disagreement
53% desirable
30% disagreement
Technological
9 Ratings
Daria
In the future our existence will be cyborg-like, where the AI is part of our body and mind. My hope is that repetitive and "boring" work will be done by the AI, leaving more creativity to the human. My fear: many people will loose their jobs and the AI will gain more decisive power in our lives.
60% certain
25% disagreement
26% desirable
25% disagreement
Technological
9 Ratings
Annastassia
Decision/policy makers turn to AI to answers, but as AI itself is fuelled by data out there, AI churns up detrimental policies because big data is a reflection of our existing system of discrimination and inequalities. :(
48% certain
33% disagreement
40% desirable
37% disagreement
Environmental
9 Ratings
Annastassia
The landscape is barren. We have not solved the sustainable/ecological impact of AI usage. Most of earth, except where the wealth/geopolitics power reside, have to host data centres which strip their lands of diversity & resources. Only the wealthy reap the benefits of AI. :(
67% certain
26% disagreement
55% desirable
30% disagreement
Technological
9 Ratings
Diana Sandoval
Breaking the wall of unsustainable AI through efficient algorithms and renewable-powered infrastructure, drastically reducing energy demand, enabling bold, climate-aligned innovation, and shaping inclusive global policy for AI that advances without compromising planetary boundaries.
46% certain
30% disagreement
39% desirable
26% disagreement
Environmental
8 Ratings
Mariam Bedir
Sustainable computing could turn AI into a truly global tool. If we make AI energy-efficient and resource-friendly, it won’t just serve big tech hubs, it could power rural clinics, local farms, and classrooms worldwide. That means progress in health, food, and knowledge without harming our planet. F
67% certain
26% disagreement
63% desirable
24% disagreement
Environmental
7 Ratings
Ray
It would buy us more time to fix the ecological and environmental mess we've already made; by reducing the strain placed on Earth's resources and climate, ultimately, paving the way for sustainable living for ALL.
72% certain
28% disagreement
68% desirable
31% disagreement
Environmental
8 Ratings
Ray
Inspire the adoption of sustainable methods in other fields and sectors, thus, accelerating the recovery of Earth's resources, maybe even aiding in finding faster solutions and their implementation towards a better world and a healthier society owing to the newfound abundance.
65% certain
24% disagreement
63% desirable
28% disagreement
Technological
9 Ratings
Andri Ronaldo Pasaribu
AI is a dessert, not a main meal, otherwise you'll get poisoned.
50% certain
25% disagreement
50% desirable
32% disagreement
Technological
9 Ratings
Andri Ronaldo Pasaribu
Overuse of AI will degrade human spirit.
45% certain
33% disagreement
45% desirable
30% disagreement
Technological
8 Ratings
Andri Ronaldo Pasaribu
The use of AI will make humans more destructive to nature if AI's energy source is only electricity.
38% certain
30% disagreement
43% desirable
34% disagreement
Technological
8 Ratings
Andri Ronaldo Pasaribu
AI will damage the human brain if it is used as a foundation for thinking.
42% certain
29% disagreement
33% desirable
36% disagreement
Technological
7 Ratings
Andri Ronaldo Pasaribu
At first AI provides simplicity, then we will be depend on it, and if we are not wise, it will damage the human brain and human life.
56% certain
30% disagreement
44% desirable
32% disagreement
Technological
8 Ratings
Yahir Ticona
In the future, AI will be the most trusted source of information, handling verification, exploration, and problem-solving. But overreliance may weaken human creativity and reduce authentic social interaction.
66% certain
19% disagreement
74% desirable
24% disagreement
Technological
24 Ratings
Iyinoluwa Ajayi
Sustainable computing in AI could cut costs and energy use, making powerful tools accessible in classrooms everywhere. Breakthroughs here mean smarter, greener, more inclusive learning without the planet paying the price.
89% certain
12% disagreement
89% desirable
11% disagreement
Social
21 Ratings
Daniela Li-Jó
AI handles automation, precision, and measurement. What society needs now are 21st century human skills, fostered through bio-art and media art. Only STEAM, not just STEM, and true interdisciplinary reform in education that includes the arts, can transform sustainable AI into genuine social impact.
100% certain
0% disagreement
99% desirable
0% disagreement
Technological
6 Ratings
Alaleh
Sustainable computing in AI allows routine and repetitive tasks to be carried out with lower energy consumption and reduced CO₂ emissions. This enables people to dedicate more time and resources to important challenges such as innovation, research, and improving quality of life.
86% certain
14% disagreement
88% desirable
13% disagreement
Technological
3 Ratings
Tasnim Almoulki
Only by making AI energy-efficient and resource-sustainable can its breakthroughs in climate protection and equitable access truly benefit humanity.
67% certain
5% disagreement
70% desirable
8% disagreement
Technological
4 Ratings
Tasnim Almoulki
Equitable access to ultra-fast, green AI will decide whether it becomes a privilege of the few or a planetary tool that heals ecosystems and empowers communities everywhere.
79% certain
7% disagreement
68% desirable
30% disagreement
Technological
4 Ratings
MOHAMAD ALMOULKI
Breakthroughs in sustainable computing for AI reducing the energy, resource, and carbon footprint of AI systems could have very wide-reaching effects.
68% certain
30% disagreement
80% desirable
11% disagreement
Social
3 Ratings
Robert K Chelule
Ai can transform and break barriers in society with guides, clear policy.
79% certain
6% disagreement
64% desirable
34% disagreement
Environmental
3 Ratings
Robert Chelule
Instant solutions to environment degrations and climate change,integrating community.
61% certain
21% disagreement
63% desirable
19% disagreement
Technological
5 Ratings
Alaleh
Sustainable AI turns energy challenges into opportunities: cutting CO₂, widening global access, and linking data with creativity.
92% certain
8% disagreement
88% desirable
11% disagreement
Technological
3 Ratings
Anonymous
Only by merging science with art can AI become truly transformative—solving global problems while keeping humanity and nature in balance.
59% certain
19% disagreement
56% desirable
14% disagreement
Technological
3 Ratings
JZ
A World of Robots and Machines, Thinking as One – a reindustrialization platform emerges. It enables an autonomous robotics intelligence factory that enables smart firefighting, fast emergency response, and cheap manufacturing. It lifts the global economy and GDP growth at an unprecedented scale.
56% certain
16% disagreement
54% desirable
22% disagreement
Social
3 Ratings
Abdulkareem
Energy-efficient Artificial Intelligence could transform Nigeria’s future, empowering women farmers with climate-smart insights, reducing waste, and improving food security. But without ethical controls and use, it risks deepening inequality and data misuse in rural communities.
87% certain
11% disagreement
91% desirable
11% disagreement
Technological
3 Ratings
Fadia
AI is transforming chemistry and drug design. By modeling molecules and creating adaptive nanostructures, it enables personalized, life-inspired treatments. Merging AI, nanotech, and biochemistry, we can heal smarter and reshape medicine to restore and enhance life itself.
69% certain
1% disagreement
76% desirable
8% disagreement
Technological
1 Ratings
Abid Hussnain
Suppose sustainable computing can help reduce the cost of automating tasks and mundane delegation. It can give people more time to develop their intellectual curiosity and critical thinking. It is our ability to ask questions, seek answers, and innately learn new skills that make us human.
59% certain
0% disagreement
64% desirable
0% disagreement
Technological
1 Ratings
Sarah Masud
If sustainable computing for AI can help reduce the dependency on supercomputers currently operated by a select few, then more grassroots organizations and national programs can focus on developing small-scale, deployable, and task-specific AI solutions, a potential win-win for all.
64% certain
0% disagreement
61% desirable
0% disagreement
Social
1 Ratings
Susanne Schrepfer-Metz
Societies are learning to measure progress by responsibility rather than performance. AI is becoming part of the solution to ecological crises. This is creating a more sustainable, fairer, and more consciously connected world.
55% certain
0% disagreement
67% desirable
0% disagreement
Technological
1 Ratings
Susanne Schrepfer-Metz
Sustainable computing promotes a fairer + ecologically sustainable society. Energy-efficient chips and quantum computers make AI more resource-efficient and accessible to everyone. Recyclable materials and circular concepts reduce environmental impact.This creates a responsible green digital economy
0% certain
0% disagreement
100% desirable
0% disagreement
Technological
1 Ratings
Susanne Schrepfer-Metz
Energy-efficient technologies + sustainable materials reduce the ecological impact, lower power consumption and enable resource-saving AI applications.
64% certain
0% disagreement
65% desirable
0% disagreement
Technological
1 Ratings
Susanne Schrepfer-Metz
A fairer + ecologically sustainable society through sustainable computing make access to AI more democratic. Even smaller players can operate their own systems without large data centers.
62% certain
0% disagreement
62% desirable
0% disagreement
Technological
1 Ratings
Anonymous
Energy-efficient technologies + sustainable materials reduce the ecological impact, lower power consumption
62% certain
0% disagreement
65% desirable
0% disagreement
Technological
1 Ratings
Fadia
If we Imagine AI systems that model the chemistry of creation, designing nanostructures that mimic living cells, capable of self-repair and adaptive intelligence. Through this fusion, we may build synthetic life that heals the planet, cures disease.
51% certain
0% disagreement
62% desirable
0% disagreement
Technological
1 Ratings
Racheal Akinbo
My opinion is to create a smarter world that is able to drive through sustainable greener environment by removing the toxicity of carbon emission generate by Artificial intelligent training with emission of all that works on the computer system at one level or the other all over the world.
66% certain
0% disagreement
65% desirable
0% disagreement
certain
uncertain
desirable
undesirable
Positive Expectations
Hopeful Dreams
Distant Threats
Expected Challenges
65 Opinions
515 Ratings
Resulting future scenarios
Based on their ratings, submitted opinions have been compiled into four distinct future scenarios, autonomously generated by artificial intelligence.
Positive Expectations
AI Revolutionizes Sustainability and Equality
Expected Challenges
AI Proliferation Raises Ethical Concerns
Hopeful Dreams
AI Revolutionizes Work and Access
Distant Threats
AI Policies Risk Reinforcing Biases

AI Revolutionizes Sustainability and Equality

Based on 39 opinions and 270 ratings.
View individual opinions in the Futures Canvas by filtering for the sector "Positive Expectations".
  • Future AI could reduce ecological harm with sustainable, decentralized computing solutions.
  • AI may transform education by integrating arts into STEM for accessible, holistic learning.
  • AI to revolutionize healthcare with personalized, adaptive treatments leveraging advanced technologies.

In the future, the landscape of AI might transform dramatically, presenting a world where equitable access to powerful tools could become a reality, reducing ecological harm. AI systems might operate with extreme energy efficiency, eliminating the need for large data centers and leading to sustainable, decentralized computing solutions. This transition could enable communities worldwide to harness AI for localized needs, promoting ecological balance and empowering areas beyond wealthy tech hubs.

Education systems might undergo a substantial transformation, as AI facilitates advanced, efficient learning environments accessible to all, including the most rural and deprived areas. This evolution might demand a reevaluation of teaching methods, integrating arts and humanities into STEM fields to nurture creativity and ensure AI contributes to holistic societal growth.

In healthcare, AI could revolutionize medical research and treatment, leveraging bio-art, media art, and cutting-edge molecular computing to develop personalized solutions. By demystifying the complex human genome, AI might not only accelerate medical advancements but could also redefine the parameters of health and life itself, offering treatments that are both adaptive and life-affirming. These advances might signal a more sustainable, inclusive future, highlighting AI's potential to heal, optimize, and enrich human existence on a global scale.

AI Proliferation Raises Ethical Concerns

Based on 12 opinions and 125 ratings.
View individual opinions in the Futures Canvas by filtering for the sector "Expected Challenges".
  • Emerging smart devices in the environment raise ethical concerns that may delay critical discussions.
  • Offline AI access could lower barriers but lead to market saturation and societal isolation.
  • AI and quantum computing integration necessitates advanced security but risks job loss and cognitive decline.

As technological advancements continue, the proliferation of small chips might lead to the emergence of smart devices embedded in every aspect of our environment. However, this could accelerate the ethical concerns surrounding chip production, potentially delaying necessary discussions. The ongoing demand for computing efficiency might propel us toward developing artificial superintelligence at an unprecedented speed, risking misalignment with human values due to a lag in alignment research.

The potential offline accessibility of AI services, like Chat GPT, could become a norm due to strides in making AI both affordable and eco-friendly. While this democratization might lower entry barriers, it could flood the market with specialized AI services, ironically diminishing their value and triggering a reevaluation of monetization strategies. The widespread availability could also amplify societal isolation, with decreased human interaction as AI-generated content, from art to music, becomes ubiquitous.

In this future, the synergy between quantum computing and AI might necessitate advanced data security measures. As AI potentially takes over repetitive tasks, humans might adopt a more cyborg-like existence, integrating AI into their bodies and minds. This integration may foster creativity but also raises concerns about job loss and increasing AI control over human decision-making. Without careful management, humanity's reliance on AI could undermine cognitive functions and societal well-being.

AI Revolutionizes Work and Access

Based on 6 opinions and 57 ratings.
View individual opinions in the Futures Canvas by filtering for the sector "Hopeful Dreams".
  • AI and automation may reduce work hours, enhancing leisure and quality of life.
  • Democratized AI technology could lower costs, increasing access for smaller organizations.
  • AI advancements might decrease ecological impact, supporting global linguistic and cultural inclusion.

In a future scenario, the possibility of reducing average working hours might become a reality as advancements in AI and automation take over repetitive or tedious manual tasks. This shift could free up more time for individuals to engage in creative pursuits, learn new skills, enjoy leisure activities, and spend quality time with friends and family, enhancing overall quality of life.

The democratization of AI technology could see a dismantling of current monopolies held by major corporations like AWS. This shift might bring about more affordable and accessible cloud computing resources, leveling the playing field for individuals and smaller organizations who wish to utilize AI technologies without significant financial barriers.

As AI continues to improve, its ecological footprint might decrease, making it a more sustainable option for a broader range of applications. This could lead to a world where AI support is accessible globally, enabling the training of AIs in less commonly spoken languages, such as Wolof, Sámi, or Breton. Such advancements might not only preserve linguistic diversity but also integrate AI into daily life in a way that benefits communities beyond Silicon Valley, creating a more inclusive and equitable technological landscape.

AI Policies Risk Reinforcing Biases

Based on 5 opinions and 43 ratings.
View individual opinions in the Futures Canvas by filtering for the sector "Distant Threats".
  • AI reliance risks reinforcing biases by reflecting societal discrimination within decision-making.
  • Improving AI sustainability could lead to eco-friendly innovations and global policy enhancements.
  • Overdependence on AI raises concerns about human identity and ecological impacts.

In the near future, decision-makers might increasingly rely on AI to inform policies; however, this reliance could perpetuate existing biases and inequalities, as AI systems are deeply intertwined with data reflective of societal discrimination. This could result in policies that unintentionally reinforce systemic issues. However, tackling the challenge of AI's sustainability might lead to breakthroughs in developing efficient algorithms and infrastructures powered by renewable energy sources. These advancements could enable more environmentally conscious innovations and create global policies that consider both technological and ecological boundaries, potentially transforming AI into a force for sustainable development.

Simultaneously, there could be concerns about the intangible costs of AI, such as its potential to diminish the human spirit if over-relied upon, as well as its impact on the human mind when used as a cognitive foundation. This overdependence on AI might lead to more destructive interactions with nature if the energy fueling AI remains non-renewable. Hence, the widespread integration of AI in daily life might necessitate critical reflections on both its operational impacts on the environment and its philosophical implications on human identity and interaction with the world.

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