Arav Dhoot

A replication study by Arav Dhoot, supervised by Yixiong Hao and Zephaniah Roe, confirms that LLM chain-of-thought (CoT) unfaithfulness occurs mostly on easy tasks and that complex hints requiring com…

Researchers from the SPAR Research Fellowship found that Google's Gemma 4 language model shows significantly reduced emotional instability compared to its predecessor, Gemma 3, which frequently exhibi…

Researchers introduced two new consistency training methods, AttCT and MLPCT, which enforce output consistency in attention weights and MLP post-activations respectively, and applied all four existing…