War of the Machines”

🤖 Here’s an ALT text for the image:

Screen capture of a LinkedIn post linking to an article titled “Machine Learning & Pricing: The Implications of Unstructured Data” from blog.pricebeam.com, with 39 likes, 2 comments, and 6 reposts. Below the article link, David González Romero, listed as an ICT Engineer | Business Consultant, has left a comment. The comment reads: “This is very interesting and one very important topic for the future of commerce: the harvesting of non-structured data and how to make profit from it. If traditional analytics help us understand data quality and make the most out of structured data (volume, variety, velocity…), the introduction of unstructured data comes with a whole new class of challenges traditional computing can’t cope with (here comes the fourth V… veracity).

This inevitably brings up the trending topic of “fake reviews” in eCommerce. How can a statistical model separate an honest review or opinion coming from a consumer who “selflessly” shares knowledge or sentiment in social media from a computer-generated one aimed at marketing a particular product? If I could build a bot smart enough to distinguish one from the other, “real” from “fake”, how would I know there’s no other bot who can outsmart mine by creating opinions/reviews that look real? The war of the machines may be closer than we think!” The post has 4 likes and options for interaction are visible.

[Alt text by ALT Text Artist GPT]

Hugging Face Dataset Metrics

All the conversation prompts, responses, and metrics are available to download and explore on Hugging Face dataset reddgr/talking-to-chatbots-chats: