Sujai Hiremath
In 2023 I received my B.S. in Applied and Computational Mathematics from Caltech, Pasadena. In late 2025 I explored the intersection of causality, LLMs, and RL as a RS intern at Amazon Science, Tübingen. In early 2026 I explored post-training and reward modelling with Amazon Science, San Francisco. In April 2026 I took leave from my PhD at Cornell Tech, NYC.
I work as a researcher at Fleet AI, SF. I'm hopeful to have a positive impact on the way frontier models are post-trained :)
Google Scholar| Contact | LinkedIn | CV
Drafts
MacroBench: Measuring Frontier LLM Macroeconomic Forecasting Ability
Arjun Neervannan, Sujai Hiremath, Sumiran Singh Thakur, Guanghan Ning, Deniz Zorlu.
Publications
From Guess2Graph: When and How Can Unreliable Experts Safely Boost Causal Discovery in Finite Samples?
Sujai Hiremath, Dominik Janzing, Philipp Faller, Patrick Blöbaum, Elke Kirschbaum, Shiva Prasad Kasiviswanathan, Kyra Gan.
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery.
Dominik Meier, Sujai Hiremath, Promit Ghosal, Kyra Gan.
LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery.
Sujai Hiremath, Promit Ghosal, Kyra Gan.
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models.
Sujai Hiremath, Jacqueline Maasch, Mengxiao Gao, Promit Ghosal, Kyra Gan.
Books, Art, Music, Movies, Places and Communities
The Skeptic Way, Benson Mates.
Against Method, Paul Feyerabend.
Ways of Worldmaking, Nelson Goodman.
Prolegomena to Any Future Metaphysics, Immanuel Kant.
The Book of Disquiet, Fernando Pessoa.
Fear and Trembling, Søren Kierkegaard.
Fixed Points, Wassily Kandinsky.
Weeping Willow, Claude Monet.
Women Picking Olives, Vincent van Gogh.
Life Is Long, Brian Eno & David Byrne.
Small Hours, John Martyn.
I Wish I Knew How It Would Feel to Be Free, Nina Simone.
12 Angry Men , Reginald Rose.
The Day He Arrives, Hong Sang-Soo.
The Man Who Sleeps, Georges Perec.
Enter the Void, Gaspar Noé.
Los Angeles, Echo Mountain.
San Francisco, Golden Gate Park.
New York City, Fasan Coffee Shop.
Tübingen, Amazon Science Office.
Freiburg im Breisgau, Vauban District.
Köln, Mensa Zülpicher.
Berlin, Sisyphos Nightclub.
Munich, Lenbachhaus Art Museum.
Copenhagen , Freetown Christiania.
Oslo, Floating Sauna.
Mälmo, Pildammsparken.
Giverny , Monet's House and Gardens.
Paris, Crow Lounge.
Strasbourg, Parc du Contades.
Amsterdam , Ridammerhoeve Goat Farm.
Zandvoort , Zuid-Kennemerland National Park.
Prague, Riegrovy Sady Park.
Vienna, Prater Hauptallee Park.
Venice, Retro Jazz Bar.
Rome, Fassi Gelateria.
Naples, Pildammsparken.
Zürich, ETH Zürich.
Lucerne, Lake Lucerne.
Bern, Kunst Art Museum.
Basel, Kunst Art Museum.
London , Round Pound Lake.
Istanbul , Balat Neighborhood.
Rio de Janeiro , Tijuca National Park.
Vancouver , Whistler Blackcomb Ski Resort.
San Diego , Coronado Beach.
The New York Philosophy Club , discussing philosophical topics.
New York Systems Reading Group, learning about computer systems.
Collider, coworking for ai safety.