Prashant Garg
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prashantgarg.bsky.social
Prashant Garg
@prashantgarg.bsky.social
Econ PhD @imperial. Visiting researcher at IFC and Cambridge.
AI and networks in economics.

www.prashantgarg.org
any reviews?
September 12, 2025 at 11:00 AM
8/8 Explore the data, methods and paper at aipnet.io. Bonus: Here's input/output links for another related product, Tin.
July 24, 2025 at 1:32 PM
7/ Our paper finds that global supply shocks on internationally traded goods have become more prevalent since 2016, particularly affecting consumer goods and processed intermediates. Here's a map of these supply shocks. Post 2024 map, when data updates, will likely be worse...
July 24, 2025 at 1:32 PM
6/ Diverging strategies of U.S. vs. China in global trade. China: Importing more upstream products like Cement to build advanced domestic industries. US: Importing more downstream goods, relying on global supply chains.
July 24, 2025 at 1:32 PM
5/ The pending 15% baseline tariff agreement between the US and EU may impact 12 million tonnes of transatlantic clinker, reshaping supply chains, alongside ongoing 50% US steel duties
July 24, 2025 at 1:32 PM
4/ Why it matters
Cement production accounts for over 8% of global CO₂ emissions and exceeds US$1 trillion in annual construction spending. www.reuters.com/business/us-...
July 24, 2025 at 1:32 PM
3/ In our paper, AI-Generated Production Networks (2024), joint with @trfetzer.com , @econopete.bsky.social and Bennet Feld, we used AI to build AIPNET, a detailed map of global production networks. It shows how critical inputs like Cement and Steel underpin industries worldwide
July 24, 2025 at 1:32 PM
2/ Each node is a product. Size of node based on how "important" or "central" product is in international trade. Blue nodes are capital goods, silver are intermediates and green are final consumption good.
July 24, 2025 at 1:32 PM
Reposted by Prashant Garg
Paper by @prashantgarg.bsky.social analyzing causal claims in economics from 44,000 NBER and CEPR working papers: arxiv.org/abs/2501.06873
Causal Claims in Economics
We analyze over 44,000 NBER and CEPR working papers from 1980 to 2023 using a custom language model to construct knowledge graphs that map economic concepts and their relationships. We distinguish bet...
arxiv.org
July 17, 2025 at 8:02 PM
Reposted by Prashant Garg
conducting a systematic review of climate politics literature in political science and economics using the CPF. Here we draw inspiration from the work by @prashantgarg.bsky.social and @trfetzer.com on causal claims in economics.
www.causal.claims
cepr.org/voxeu/column...
www.causal.claims
July 1, 2025 at 10:05 AM
Love it !
June 20, 2025 at 3:55 PM