Recent performance comparisons published byVellumandHuggingFacesuggest that the performance gap between LLMs is quickly narrowing. This trend is particularly evident in specific tasks like multi-choice questions, reasoning and math problems, where the performance differences between the top models are minima...
There may still be some role for human translators in literature and poetry, he allows—although here again, LLMs are increasingly capable (for instance, making sure a poem rhymes in the translated language without deviating too far from the poem’s original meaning, which is a daunting ...
In a statement, Google said, "As we've said from the beginning, hallucinations are a known challenge with all LLMs — there are instances where the AI just gets things wrong. This is something that we're constantly working on improving." When asked about hallucinations in its products, a ...
Well sure, that is how LLMs are constructed. You could construct one without prompt and it will just write something random in a natural language somwhere at random time. Not really useful. Ken G said: That's when ChatGPT is trained to be obsequious about doing corrections, it has to...
The interesting angle is how much of the general LLM model's inaccuracy comes from the training set vs. the algorithm. Training these models on the broad Internet of course exposes it to a large amount of bad information. What will likely come next are smaller models trained on a curated ...
Today's generative AI technologies have made the benefits of AI clear to a growing number of professionals. LLM-powered AI assistants are showing up inside many existing software products, from forecasting tools to marketing stacks. The fast adoption of GenAI has also raised questions and concerns...
DeepMindexplains this process further on its website, highlighting how LLMs might take a sentence fragment like "My favorite tropical fruits are," and consider tokens such as the words "mango," "lychee," "papaya," or "durian." Each one of these will be given a probability score. This is...
So how do you teach a subject like math differently in a way that can help students learn through creative thinking and experience, rather than rote memorization? Let's take, for example, Pi. I often ask my teacher candidates: What is π? Many respond "3.14" and, if probed further, exp...
Here are two possible analogies: (1) Noether’s Theorem (if the laws of physics have a symmetry, they also have a corresponding conservation law) is also an unfalsifiable tautology. (2) The pointless bit of math trivia 2592=25⋅92 is also an unfalsifiable tautology. In both cases, I ...
Here's who I see applying Our applicants are impressively accomplished, and their age matches their scientific contributions. On average, this group – both men and women – defended their PhDs a little before 2008. That means that now at the close of 2015, the bulk of our applicants have...