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Ariel Goldstein

3 papers in the library · publishing 2024-2026

Papers

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Models Match or Surpass Objective Human Performance on Various Tasks

Cambridge University Press eBooks September 5, 2026 Ariel Goldstein, Gabriel Stanovsky

Artificial Intelligence systems increasingly match or surpass human performance across a wide range of cognitive tasks. Recent advances in large language models have yielded conversational abilities often indistinguishable from human dialogue. In this chapter, we argue that whether artificial agents should be considered empathetic depends on how empathy itself is defined and how it relates to...

High-level Prediction of Continuous Speech During Mind-Wandering

bioRxiv Preprint Server August 29, 2025 Gal R. Chen, Rachel Finkelstein, Ariel Goldstein et al. preprint

Abundant evidence shows that when listening to speech or reading text, we continuously make predictions about upcoming words. Does this process stop when our mind wanders away and subjective experience becomes decoupled from the content of the speech? Conversely, is word prediction sufficient for conscious experience, or can these processes dissociate? Participants (N = 25) listened to...

Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition

arXiv Preprint Archive March 1, 2024 Ariel Goldstein, Gabriel Stanovsky preprint

Recent advances in LLMs have sparked a debate on whether they understand text. In this position paper, we argue that opponents in this debate hold different definitions for understanding, and particularly differ in their view on the role of consciousness. To substantiate this claim, we propose a thought experiment involving an open-source chatbot $Z$ which excels on every possible benchmark,...