From 3579d7678898c709cd2e5f1deadeebba693c874d Mon Sep 17 00:00:00 2001
From: slobentanzer
This manuscript
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+(permalink)
was automatically generated
-from biocypher/biochatter-paper@ccfa0d0
+from biocypher/biochatter-paper@32a9909
on February 15, 2024.
A Platform for the Biomedical Application of Large Language Mo
Authors
@@ -306,7 +306,7 @@ Introduction
In addition, biological events are context-dependent, for instance with respect to a cell type or specific disease.
Large Language Models (LLMs) of the current generation, in contrast, can access enormous amounts of knowledge, encoded (incomprehensibly) in their billions of parameters [4,5,6,7]. Trained correctly, they can recall and combine virtually limitless knowledge from their training set. -ChatGPT has taken the world by storm, and many biomedical researchers already use LLMs in their daily work, for general as well as research tasks [8,9,10]. +LLMs have taken the world by storm, and many biomedical researchers already use them in their daily work, for general as well as research tasks [8,9,10]. However, the current way of interacting with LLMs is predominantly manual, virtually non-reproducible, and their behaviour can be erratic. For instance, they are known to confabulate: they make up facts as they go along, and, to make matters worse, are convinced — and convincing — regarding the truth of their confabulations [10,11]. While current efforts towards Artificial General Intelligence manage to ameliorate some of the shortcomings by ensembling multiple models [12] with long-term memory stores [13], the current generation of AI does not inspire adequate trust to be applied to biomedical problems without supervision [11]. @@ -318,9 +318,9 @@
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