Isabelle Levent
@isabellelevent
Isabelle Levent
It would be easy to think of the character of AI models as a product feature, deliberately aimed at providing a more interesting user experience, rather than an alignment intervention. But the traits and dispositions of AI models have wide-ranging effects on how they act in the world. They determine how models react to new and difficult situations,... See more
Claude’s Character
Philosophy and
The “story seeds” control allowed writers to experiment with using Wordcraft to generate ideas at the very beginning of the writing process. MT described the “story seeds” control as giving her “a place on my computer to go that looked like a blank page but did not behave as such.” E
Daphne Ippolito • Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers
We find that models learn just as fast with many prompts that are intentionally irrelevant or even pathologically misleading as they do with instructively “good” prompts. Further, such patterns hold even for models as large as 175 billion parameters (Brown et al., 2020) as well as the recently proposed instruction-tuned models which are trained on
... See moreAlbert Webson • Do Prompt-Based Models Really Understand the Meaning of their Prompts?
Thoughtful attention to detail requires discipline and objectivity. It entails accepting standards and limitations that forbid the indulgence of impulse or whim. It is this selflessness that, in connection with bullshit, strikes us as inapposite. But in fact it is not out of the question at all. The realms of advertising and of public relations,
... See moreHarry Frankfurt • On Bullshit
Strict synonymy, or even a drop-in replacement word, is not essential for most writers, who instead may use a thesaurus to expand an idea or discover a new one.
Lydia Chilton • How a Stylistic, Machine-Generated Thesaurus Impacts a Writer’s Process
A much better way of thinking about them is as a technology that allows humans to access information from many other humans and use that information to make decisions.
Julien Crockett • How to Raise Your Artificial Intelligence: A Conversation With Alison Gopnik and Melanie Mitchell
on metaphors for LLMs
There are a couple reasons why Wordcraft may have struggled with style and voice... Another reason could have been limitations of the underlying model. LaMDA and other similar language models are trained to be most confident on the kind of text they see most often–typically internet data. However, professional creative writers are usually writing
... See moreDaphne Ippolito • Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers
Imagine an art-lover at an exhibition entitled ‘Dots 2008’. He speaks to two artists, each displaying a painting. In both cases, the art-lover cannot see past the seemingly random arrangement of dots of paint. He mentions this to the first artist, who says: “Oh, no, they’re not randomly placed. Each dot represents a friend of mine. The colour of
... See more