Author

P. Taghavi

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Preprint Aug 2026

From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate

We study whether the localized numerical operations and integrative judgments of financial analysis benefit from the same form of LLM specialization. Larix maps a 16-lens European listed-real-estate analysis framework to eight lens-aligned specialists; we compare a frontier LLM under monolithic versus specialist-decomp...

P. Taghavi, Santosh Bhavani · 0 citations

#machine learning Preprint Sep 2026

ActionSplice: In-Flight Action Editing for Interactive World Models

This work introduces \emph{ActionSplice], which edits the interrupted state through Counterfactual State Transport (CST), a lightweight corrector that moves the interrupted solver state toward the matched counterfactual solver state induced by the revised action at the same solver step.

P. Taghavi, Ting-Yu Guo, Jonas Lossner et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Models

This work introduces SparsePR, which combines Response-Coupled Partitioning with Probe-Fitted Residual Reconstruction and consistently reduces attention-reconstruction error across four heterogeneous video generation and world models.

P. Taghavi, Reza Langari, Gaurav Pandey · 1 citation