Priya L. Donti
@priyald17.bsky.social
130 followers 350 following 7 posts
Assistant Professor, MIT | Co-founder & Chair, Climate Change AI | MIT TR35, TIME100 AI | she/they
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priyald17.bsky.social
Beyond humbled to be on this year's #TIME100AI.

AI can be an asset for climate & energy -- but only if its development is guided by actual climate needs & planetary limits. Shoutout to those in the community working to shape a responsible, equitable, climate-aligned AI future 🌍💪
Priya Donti's picture in the TIME100 AI frame
priyald17.bsky.social
While my name may happen to be the one on the list, this recognition reflects the work of many. Grateful to the team at @climatechangeai.bsky.social (esp. my co-leads David Rolnick, Lynn Kaack, Maria João Sousa), MIT MOSSLab (priyadonti.com/group), and my PhD advisors (Zico Kolter, Inês Azevedo)
priyald17.bsky.social
Beyond humbled to be on this year's #TIME100AI.

AI can be an asset for climate & energy -- but only if its development is guided by actual climate needs & planetary limits. Shoutout to those in the community working to shape a responsible, equitable, climate-aligned AI future 🌍💪
Priya Donti's picture in the TIME100 AI frame
Reposted by Priya L. Donti
climatechangeai.bsky.social
We are pleased to announce the AI Climate Academy partnership!

📅Pilot workshop from Oct 13 to 17, 2025, to be held in Belém, Brazil.

🚨Call open for participants from Amazonian countries. Deadline: Aug 29, 2025: itsrio2.typeform.com/AIClimate
AI Climate Academy COP 30
Applications are now open for the AI Climate Academy pilot workshop, aimed at strengthening capacities in artificial intelligence (AI) applied to climate action in the Amazon region.
itsrio2.typeform.com
priyald17.bsky.social
Authors: @emarche.bsky.social, Benjamin Donnot, Constance Crozier (@gtresearchnews.bsky.social), Ian Dytham (@neso-energy.bsky.social‬), Christian Merz, Lars Schewe (‪@edinburgh-uni.bsky.social‬), Nico Westerbeck, @cathywu.bsky.social‬, Antoine Marot, ‪Priya Donti
priyald17.bsky.social
Excited to share RL2Grid, an RL benchmark for power grid operations ⚡

We present tasks and environments for grid topology optimization, an important challenge in power systems that encompasses a number of open research questions in RL.

Check it out! More details below ⬇️
emarche.bsky.social
🚨 Excited to share RL2Grid! A standardized suite of RL tasks for realistic power grid operations ⚡ Built with TSOs, RL2Grid aims to bring RL closer to real-world critical infrastructure.

📄 Preprint: arxiv.org/abs/2503.23101
💻 Code: github.com/emarche/RL2G...

Details below 👇
Reposted by Priya L. Donti
drolnick.bsky.social
Our paper on detecting abandoned oil wells with machine learning, led by @pratinavseth.bsky.social, is accepted at ICML 2025! These wells are a major source of emissions (and groundwater pollution).

More details in the thread, and preprint here: arxiv.org/abs/2410.09032
Reposted by Priya L. Donti
brwilder.bsky.social
Should LLMs be used to review papers? AAAI is piloting LLM-generated reviews this year. I wrote a blog post arguing that using LLMs as reviewers can have bad downstream consequences for science by centralizing judgments about what constitutes good research.

bryanwilder.github.io/files/llmrev...
Equilibrium effects of LLM reviewing
Equilibrium effects of LLM reviewing
bryanwilder.github.io
Reposted by Priya L. Donti
sarameghanbeery.bsky.social
I started to put together a starter pack for research in AI+Ecology, check it out and let me know if you would like to be added!

go.bsky.app/8zugFF6