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Showing posts with label Sustainability. Show all posts
Showing posts with label Sustainability. Show all posts

Community feedback: How can corporations improve support for open source maintainers?

Tuesday, June 30, 2026

We know that AI is actively transforming the sustainability and socio-technical dynamics of OSS communities. Google Open Source is committed to partnering with open source communities and ecosystems to learn together how we should update our own models for engagement and support.

During an open meetup for GitHub Maintainer Month, I led a session to gather community feedback on how corporations can more effectively support open source maintainers.

Paying maintainers takes creativity

Many maintainers would appreciate consistent financial support. However, facilitating payments to individuals without established contractual relationships remains a complex challenge, particularly across diverse international jurisdictions. Fiscal hosts and programs such as Open Collective, GitHub Sponsors, and the LFX Mentorship Program can simplify components of this process, but they do not resolve the underlying issues of funding sustainability and predictability. While initiatives like the Open Source Endowment are working toward long-term funding sustainability, individual maintainers also had a few ideas:

  • Pay per meaningful contribution vs gameable metrics: Avoid payment models based on easily manipulated units like pull request counts or review volume. A proposed alternative is ‘pay per report,' encouraging maintainers to document their achievements and upcoming roadmaps.
  • Commitment-based purchasing: Corporate policies might make procurement simpler (or more complex) than sponsorships, so maintainers could benefit from offering structured support services alongside traditional sponsorship opportunities.
  • Fund conference attendance: In-person networking can be a boon for solo maintainers but it's often cost-prohibitive. For some corporations, travel sponsorship may be a simpler alternative to direct payments.
Challenge for Corporations and Fiscal Hosts: How can we assist maintainers in understanding any and all prerequisites and documentation necessary to participate in monetary programs? Advice from Maintainers: Consult a tax professional to understand the implications of various funding methods.

Manage and respect expectations

Beyond financial support, our discussion returned to the importance of respect and etiquette. Particularly, how can we manage expectations between heterogeneous creators, contributors and users - are maintainers clearly communicating their preferences, and are corporations actively respecting them? Some suggestions include:

  • Adherence to community norms: Maintainers should share their preferred communication channels, while contributors - both human and agentic - must ensure they review and follow them.
  • Consistency with documentation: Discrepancies between documented procedures and actual practices create friction for all participants. This standard should be upheld by both individual maintainers and corporate-managed projects.
  • Clarity of intent: Many maintainers would like to understand the motivation behind a contribution and reserve the right to ask questions.

To improve specific program experiences, maintainers suggested:

  • Consistent communication: Recipients of funding programs expect clearly communicated expectations regarding the timing and amount of disbursements.
  • Transparency and discoverability: Maintainers would appreciate easily discoverable records that track program participation, active agreements, and verify the status of Contributor License Agreements (CLAs).

Let's keep learning as a community

While we cannot make any promises, we want to continue to learn and challenge ourselves to consider novel ways to support OSS communities and maintainers. As a member of our community, we value your opinion. We've created a Google form to collect any thoughts you might have, as well as gauge interest in another open meeting. We plan to share any and all learnings back with the community.

Google Open Sources Smart Buildings Simulator and Dataset to Accelerate Sustainable Innovation

Tuesday, September 17, 2024

In our ongoing commitment to sustainability and technological advancement, Google is excited to announce a significant step forward in the realm of smart buildings. Today, we are open-sourcing two invaluable resources:

    1. TensorFlow Smart Buildings Simulator: A powerful tool designed to train reinforcement learning agents to optimize energy consumption and minimize carbon emissions in buildings.

    2. Smart Buildings Dataset: A comprehensive collection of six years of telemetry data from three Google buildings, providing real-world insights for developing and validating optimal control solutions.


Empowering the Future of Smart Buildings

Buildings account for a substantial portion of global energy consumption and greenhouse gas emissions. As we strive to create a more sustainable future, optimizing the energy efficiency of buildings is paramount. Artificial intelligence and machine learning offer promising solutions, and Google is dedicated to accelerating progress in this field.

The TensorFlow Smart Buildings Simulator provides researchers and developers with a realistic and customizable environment to train reinforcement learning agents. These agents can learn to make intelligent decisions about heating, cooling, ventilation, and lighting systems, balancing occupant comfort with energy efficiency and carbon reduction goals. By open-sourcing this simulator, we aim to empower the community to develop innovative control strategies that can be applied to real-world buildings.

Complementing the simulator, the Smart Buildings Dataset offers a wealth of real-world data collected from three Google buildings over six years. This dataset encompasses a wide range of telemetry, including temperature, humidity, occupancy, lighting levels, and energy consumption. By making this data available, we hope to enable researchers to develop data-driven models, validate their simulations, and gain deeper insights into the complex dynamics of building systems.


Collaboration for a Sustainable Future

We believe that open collaboration is key to driving innovation and progress in the smart buildings domain. By open-sourcing these resources, Google aims to foster a vibrant ecosystem of researchers, academics, and industry professionals working together to enhance sustainability and advance the field of smart buildings.

We envision universities leveraging these resources to conduct cutting-edge research, develop new algorithms, and train the next generation of engineers. Industry partners can utilize the simulator and dataset to test and validate their solutions, accelerate development cycles, and bring more efficient and sustainable products to market.


Google's Commitment to Sustainability

This open-source initiative aligns with Google's broader commitment to sustainability. We have set ambitious goals to operate on 24/7 carbon-free energy by 2030 and achieve net-zero emissions across all our operations and value chain by 2040. By sharing our tools and data, we hope to contribute to a global effort to reduce the environmental impact of buildings and create a more sustainable future for all.


Get Involved

We invite researchers, developers, and industry professionals to explore these open-source resources and join us in our mission to build a more sustainable world. Together, we can harness the power of AI and data to transform the way we design, operate, and interact with buildings, creating a future where energy efficiency, occupant comfort, and environmental responsibility go hand in hand.

Let's collaborate, innovate, and build a brighter future for smart buildings!

By John Sipple – Google Core Enterprise Machine Learning Team

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