Author

William-Chandra Tjhi

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Preprint Sep 2026

KITA AI: A Multi-Agent LLM System for Pluralistic Policy Deliberation

Public policies addressing urgent social and environmental challenges need to explicitly consider the diverse, often conflicting perspectives of the affected stakeholders. Despite computational decision-support approaches increasingly offering recommendations across diverse human value systems, they still tend to deliv...

Arnau Mayoral-Macau, Jia-Qi Lai, Manala Tyobeka et al. · 0 citations

Preprint Sep 2026

Beyond Textual Chain-of-Thought: JEPA-Conditioned Latent Reasoning for Large Audio Language Models

JELAR, a Joint-Embedding Predictive Architecture (JEPA)-based latent reasoning framework that conditions latent reasoning supervision on acoustic representations learned from raw waveforms, demonstrates the effectiveness of JEPA-conditioned latent reasoning as an alternative to explicit textual CoT supervision.

Donghang Wu, Haoyang Zhang, Yizhou Peng et al. · 0 citations

Preprint Aug 2026

Native Multilingual Chain-of-Thought Reasoning in Low-Resource Southeast Asian Languages

The Onramp-Sequence Cross-Distillation (OSCD) is introduced, a post-training algorithm that projects high-resource reasoning trajectories into low-resource vocabulary subspaces during generative training rollouts via an integrated translator agentic loop, ensuring the stable and efficient translation of dynamically gen...

Sean Gip Lim, William-Chandra Tjhi, Hai Leong Chieu · 0 citations