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Lightning Talk Beginner CC BY-SA 4.0

Sustainable AI in Practice: Empowering a Greener Future for All

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Anjali Patel
Anjali Patel
Session Description

The Environmental Cost of AI: A concise overview of AI’s significant water, energy, and carbon footprint, including the often-overlooked impact of hardware manufacturing and e-waste.

The "Right Tool for the Job" Philosophy: Practical guidance on selecting appropriate, specialized FOSS models for specific tasks (e.g., mental health support or niche data analysis) instead of defaulting to resource-heavy, general-purpose LLMs.

Green Software Engineering in FOSS: Actionable strategies for developers to optimize code for efficiency, maximize hardware utilization, and design algorithms that require fewer computational resources.

Circular Economy for Hardware: Strategies for extending the lifespan of AI hardware through repair, reuse, and responsible recycling to mitigate the demand for rare earth minerals and reduce e-waste.

Water Conservation Strategies: Addressing the "secret water footprint" of data centers and exploring cooling technologies and management systems that minimize freshwater consumption.

Empowering Responsible Use: A roadmap for both technical and non-technical audiences to make environmentally conscious choices when developing, deploying, and engaging with AI tools.

Call to Action: How the FOSS community can lead the transition toward a more sustainable, equitable, and planet-friendly technological future.

Key Takeaways

1.Understand the comprehensive environmental impact of AI, including its water, energy, and carbon footprint.

2.Learn the "Right Tool for the Job" philosophy to select energy-efficient AI models for specific use cases.

3.Gain actionable insights into green software engineering practices.

4.Discover how circular economy principles can be applied to AI hardware to reduce e-waste and mineral extraction.

5.Empower yourself and your organization to make responsible, sustainable choices in AI development and usage.

References

Session Categories

Other
sustainable implementation
Green AI
Talk License: CC BY-SA 4.0
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