Beyond Surface Linguistics

Author:

Šprogar Matej1

Affiliation:

1. Faculty of Electrical Engineering and Computer Science, University of Maribor, Slovenia

Abstract

Contemporary artificial intelligence has advanced markedly toward mimicking human intelligence. Despite linguistic proficiency, machines remain bereft of genuine text comprehension, leading to perceived, albeit superficial, intelligence. This chapter introduces a straightforward test that highlights the non-human-like cognition of machines such as ChatGPT. Eschewing the prevalent approach of progressively complex testing, the long memory test highlights ChatGPT's inability to function at a human level. Central to this assessment, the test mandates reliable information retention, a feat the transformer architecture of GPT fails to achieve.

Publisher

IGI Global

Reference54 articles.

1. CoLT5: Faster Long-Range Transformers with Conditional Computation

2. Barnett, M. (2022, July 22). When will an AI first pass a long, informed, adversarial Turing test? Metaculus comment. https://www.metaculus.com/questions/11861/when-will-ai-pass-a-difficult-turing-test/

3. ChatGPT broke the Turing test — the race is on for new ways to assess AI

4. Blum, B. A. (2023, August 10). To Navigate the Age of AI, the World Needs a New Turing Test. Wired. https://www.wired.com/story/ai-new-turing-test/

5. A Categorical Archive of ChatGPT Failures

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