AI for good: a rainforest city example
Filippo Mazza
Leading Machine Learning, Data Science and AI to create tangible ROI
Even though the fear of 'how AI is going to change our lives' grows, artificial intelligence is an amazing tool for good purposes.
When used as such, AI has the amazing capacity to "hallucinate" and accelerate human ideas into rich, immersive realities. This distinctive ability enables people and organizations to imagine and investigate possibilities that would otherwise be constrained by a lack of time, money, or space.
How?
We can accelerate innovation, open up new spheres of creativity, and further human progress by utilizing AI. The ability of AI to generate and simulate alternative realities makes it an invaluable tool for addressing global challenges and promoting positive change, from designing sustainable cities to simulating difficult scientific experiments. We can move toward a better and more prosperous future by using AI for such transformative purposes.
Not only we can kickstart an idea with generative language models, but we can further expand on that by asking the same models to refine a topic or propose the issues we find on those ideas (e.g. impossible solutions, ...) by posing them as a challenge to other AIs.
A simple example
For fun, I asked ChatGPT 3.5 to develop further on a topic I found in the Hugging Face community: a high tech utopian city in the Rainforest. In particular, I asked to develop ideas related to the sustainability and the efficiency of such project, so to have more clarity in my design.
Here's the unmodified output from the AI, after a few tests:
While we can agree on some points more than others, it is already a fantastic starting point. Now, the more savvy reader can already point out a few issue in the reasoning from ChatGPT. I took one as an example:
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How can we have locally sourced materials without affecting the biodiversity preservation?
What I did is asking the same AI, rephrasing the issue as a question. Below the answer; for the sake of space, I have just kept the most relevant parts in the conversation.
[extract from ChatGPT]
...
Material Selection: Identify materials that are abundant locally and have minimal impact on the environment. Prioritize materials that are renewable, recyclable, or made from recycled content. Consider natural, biodegradable materials or those with low embodied energy.
...
Biodiversity Impact Assessment: Conduct thorough biodiversity impact assessments to understand the potential effects of material sourcing on local ecosystems. Identify sensitive areas and species, and develop mitigation plans to minimize or offset any negative impacts. Consider alternative sourcing options if the local materials pose significant threats to biodiversity.
Reforestation and Habitat Restoration: Implement initiatives for reforestation and habitat restoration to offset any ecological disturbance caused by material sourcing. Support local conservation organizations or establish programs that promote the restoration of degraded lands or the planting of native species.
...
I could have gone more in depth for some of the topics, but it is not the purpose of this article (maybe a next one?).
Conclusion
In the end, I believe that yes, AI will have a tremendous impact on our lives. But as for each tool, it depends on how we use it. Definitely, for good purposes, there is an immense potential.
Leading Machine Learning, Data Science and AI to create tangible ROI
1 年Lineth Rodriguez