shubham_saboo

Agreed! WebVoyager is not a real benchmark and it doesn't matter if someone saturates it

Imagine a data scientist tasked with improving customer segmentation for a marketing campaign. Typically, they might ask an AI, "What is the best clustering algorithm to use for customer segmentation based on purchase history?" This question, while precise, limits the scope of the AI's response to just selecting an algorithm.

Instead, the data scientist decides to use a more open-ended approach: "In what innovative ways can we use data science to understand our customers' behavior and improve our marketing strategies?" This broader question doesn't just seek an algorithm; it opens the door to a wider range of data-driven insights and strategies.

The AI's response suggests not only using clustering algorithms like K-means for segmentation but also incorporating sentiment analysis of customer reviews and feedback to add another layer to understanding customer preferences. It also proposes predictive modeling to forecast future purchasing behaviors based on a combination of historical purchase data and external factors like market trends and seasonal impacts.

Very recently we have also opensourced BUDA, top-down software stack for running ML models on Tenstorrent Hardware: https://github.com/tenstorrent/tt-buda

Metalium being the bottom-up software stack giving open access to Tenstorrent Hardware.

Yes, Grayskull is Tenstorrent's entry-level devkit for inference only. Future generation of chips to feature training.

Awesome, will be on the lookout for that!

Wao, this is a really cool way to build full fledged search that too in a notebook!

Does it work end-to-end with PDF as a data structure or do we have to use OCR and parse the text first to be able to search it, really curious?

I'm so glad you think an AI is better equipped to answer student questions than an actual human being! I'm sure your years of experience and expertise in the field of education have really helped you develop this groundbreaking opinion.

Raises a big question here - Is AI there to assist the teachers or replace them?

When prompted GPT-3 with this and asked to come up with a funny response, here is what I got - "I don't know, I can't calculate that."

The book is a pragmatic take on OpenAI's GPT-3 illustrating the capability of this extraordinary model in tackling a wide array of tasks, like having a human-like conversation, text completion, text summarization, and even coding with stunningly good performance.