AI Ethics, The Trolley Problem Reimagined
Author(s): Caden Ornt Originally published on Towards AI. AI is increasingly becoming a part of everyday life, but teaching it to make ethical decisions may be problematic without universal ethical rules.Photo by Brigitta Schneiter on Unsplash The Trolley Problem is a classic …
CrewAi + Solor/Hermes + Langchain + Ollama = Super Ai Agent
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. As technology booms, AI Agents are becoming game changers, quickly becoming partners in problem-solving, creativity, and innovation, and this is what makes CrewAI unique. Can you imagine? In just a few minutes, you …
How To Understand OCR Quality To Optimize Performance
Author(s): Eivind Kjosbakken Originally published on Towards AI. OCR is an important tool for understanding documents, which it does by extracting all text from an image, which can then be combined with models like LLMs to create powerful AI systems. Despite current …
Bridging the Gap: Integrating Data Science and Decision Science through Six Essential Questions
Author(s): Peyman Kor Originally published on Towards AI. Data Science is the discipline of making data useful β But How? It has been now more than one decade since Thomas H. Davenport and DJ Patilthree wrote their famous Harvard Business Review article: …
20x Savings on OpenAI Bills by This Simple Method
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. LLMLingua uses GPT2-small and LLaMA-2-7B to decrease the prompt size by 20x TLDR: If you want to U+1F4B0 Save Cost by reducing both prompt and generation lengths.U+1F4DD Extend Context Support beyond …
Tutorial: Publishing a Custom Version of ChatGPT on the GPT Store
Author(s): Towards AI Editorial Team Originally published on Towards AI. The GPT Store and Customizable GPTs OpenAI introduced the GPT Store on January 10, offering ChatGPT Plus, Team, and Enterprise users a platform to find and create custom versions of ChatGPT. …
The Bumpy Road Ahead: AI and Copyright Law in Early 2024
Author(s): Tabrez Syed Originally published on Towards AI. The sweeping vistas of the Old West, rendered in vivid technicolor, first flickered across movie screens in 1939 with the release of Dodge City starring Errol Flynn. Eighty years later, cinematic frontiers are still …
Using LLMs to Build Explainable Recommender Systems
Author(s): Hang Yu Originally published on Towards AI. Photo by Sean Benesh on Unsplash In recent days, thereβs no doubt that LLMs have become the most eye-catching superhero in the spotlight. While this powerful technique has raised a range of ethical concerns, …
OpenChat 7B An Open Source Model That Beats ChatGPT-3.5
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Another great mid-size LLM in the Open Source Arena! When it rains, it Pours! OpenChat brings a novel method to train large language models. It incorporates SFT (Supervised fine-tuning) and RLFT …
Tabular Data Exploration and Modelling with LLMs
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Exploring the way to perform tabular data science activity with LLMImage developed by DALL.E Large Language Models have been rising recently and will be like that in the upcoming year. The rise could …
Classification and Regression in Machine Learning: Understanding the Difference
Author(s): Davide Nardini Originally published on Towards AI. Arguably, one of the most important concepts in machine learning is classification. This article will illustrate the difference between classification and regression in machine learning. Image by Author If youβre new to the field …
The GPT Store: Is the Hype Justified?
Author(s): Jorge AlcΓ‘ntara Barroso Originally published on Towards AI. OpenAI has just launched the GPT Store, which is now available to ChatGPT Plus, Team (new!), and Enterprise users. The store offers a space where developers can create and distribute their custom GPT-based …
Is Mamba the End of ChatGPT As We Know It?
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Great New Question Two researchers have made the boldest claim in years: throwing the biggest algorithmic breakthrough of the 21st century out the window. Named Mamba, it achieves what was once thought …
How to Quickly Set up a Benchmark for Deep Learning Models With Kedro?
Author(s): Anh Khoa NGO HO Originally published on Towards AI. Photo by AltumCode on Unsplash As a data scientist, I used to struggle with experiments involving the training and fine-tuning of large deep-learning models. For each experiment, I had to carefully document …
Learn AI Together β Towards AI Community Newsletter #7
Author(s): Towards AI Editorial Team Originally published on Towards AI. Welcome back to the community newsletter after a two-week break for the holidays! We are back with some cool news, interesting and helpful articles, and opportunities! Letβs get right into it. This …
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