Talking About Large Language Models

12/07/2022
by   Murray Shanahan, et al.
0

Thanks to rapid progress in artificial intelligence, we have entered an era when technology and philosophy intersect in interesting ways. Sitting squarely at the centre of this intersection are large language models (LLMs). The more adept LLMs become at mimicking human language, the more vulnerable we become to anthropomorphism, to seeing the systems in which they are embedded as more human-like than they really are. This trend is amplified by the natural tendency to use philosophically loaded terms, such as "knows", "believes", and "thinks", when describing these systems. To mitigate this trend, this paper advocates the practice of repeatedly stepping back to remind ourselves of how LLMs, and the systems of which they form a part, actually work. The hope is that increased scientific precision will encourage more philosophical nuance in the discourse around artificial intelligence, both within the field and in the public sphere.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/03/2021

The Catalan Language CLUB

The Catalan Language Understanding Benchmark (CLUB) encompasses various ...
research
07/11/2023

Large Language Models

Artificial intelligence is making spectacular progress, and one of the b...
research
06/20/2023

Eight challenges in developing theory of intelligence

A good theory of mathematical beauty is more practical than any current ...
research
06/01/2023

The feasibility of artificial consciousness through the lens of neuroscience

Interactions with large language models have led to the suggestion that ...
research
06/16/2023

Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models

In recent months, Language Models (LMs) have become a part of daily disc...
research
01/10/2023

Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

Incident management for cloud services is a complex process involving se...
research
11/09/2022

What is Wrong with Language Models that Can Not Tell a Story?

This paper argues that a deeper understanding of narrative and the succe...

Please sign up or login with your details

Forgot password? Click here to reset