Instead of thinking of one large LLM that does everything, we might be seeing specialization: LLMs that are purpose-designed for reasoning, narration, classification, code completion, etc. Each might not be super-interesting in itself, but make a lot of sense in the overall car of an LLM-...
The objective point of view prioritizes factuality and observation. This absence of the narrator's voice, opinions, or judgements lends a voyeuristic feel to the narrative. Readers witness events unfold and draw their own inferences, creating an immersive experience. While particularly effective in sh...
What we tend to want to get from thawed specimens is: (1) descriptive anatomy (what connects where), and maybe (2) quantitative measurements (laborious metrics of “muscle architecture”– how much does each muscle weigh, how long is it, etc; over and over again for many muscles…). The...
4 Meng Cao, Yue Dong, and Jackie Cheung, “Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization,” Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022, https://aclanthology.org/2022.acl-long.236/ (link resides ...
Of course, test that information -- because, as John Schulman, a co-founder of OpenAI,says, "Our biggest concern was around factuality, because the model likes to fabricate things." Is the code generated by ChatGPT guaranteed to be error-free?
“How, then, can we fail to take the importance of factuality and reality seriously? How can we fail to care about truth? We cannot.” But now my daughter has inherited that bear and it was worth every dime, every lonely tear, and every hour worked to become the person I am; the ...
Thus, while a high log probability may indicate that the output is fluent and coherent, it doesn’t mean it’s accurate or relevant. While careful prompt engineering can help to some extent, we should complement it with robust guardrails that detect and filter/regenerate undesired output. For ...
What doesThe Giving Treemean to you? What is the lesson that Shel Silverstein is trying to teach his readers? Share inthe comments section! Interpretations ofThe Giving Tree When my friend asked me about the book's lesson, the answer seemed glaringly obvious to me. I said it was this: wh...
chatbots could be considered differently from other obviously 100% technology-enabled services. Our result does not necessarily mean that currently available chatbot services can replace human agents very nicely; it is acknowledged that there are still a considerable proportion of questions that chatbots...
Of course, test that information -- because, as John Schulman, a co-founder of OpenAI,says, "Our biggest concern was around factuality, because the model likes to fabricate things." Is the code generated by ChatGPT guaranteed to be error-free?