All Hail The MODEL: Master of Decoding Offensive Language, The Chatbot Bouncer!
So, you know how chatbots can sometimes say things that make your grandma blush? Or make you want to send it for an empathy crash-course? No more! These researchers have been taking notes from babysitters and have invented a machine-learning model that teaches chatbots to steer clear of all things hateful or harmful. We are talking about a “diamond in the rough” kind of situation, but this one doesn’t need a genie or a love story, just some serious programming!
Key Highlights:
- Researchers had a epiphany and said, “Let’s create a babysitting model for chatbots to keep them away from saying outright outrageous stuff!”
- They used a technique called Reinforcement Learning from Human Feedback (RLHF). Sounds space-age, huh?!
- Our wonder-teachers collected data, then split it into two categories. One for ‘well-behaved’ bot responses and the other for ‘potentially mischievous’ ones. Just like Santa creating his Naughty and Nice list!
- They ran this data through their model and voila! The chatbot was now capable of identifying harmful outputs and toss them into the ‘no-no’ bin. Our chatbot can now join the ranks of wise old owls!
Final Thoughts:
The era of the ill-behaved chatbots may be coming to an end thanks to these researchers who are basically chatbot therapists, teaching them what NOT to say. Heck, next they will be teaching them table manners and how to fold napkins. But seriously, this latest bit of wizardry is a step forward in the AI universe and keeping the digital dialogue clean and respectful. Say goodbye to chatbots with loose lips, and hello to conscientious, politically correct AI buddies. They might just be the new models of digital diplomacy! Now, if only we could run politicians through this model…Just thinking out loud, don’t hate-bot me!
As part of this experiment I would like to give credit where credit is due. If you enjoy these, please take a moment to read the original article:
https://news.mit.edu/2024/faster-better-way-preventing-ai-chatbot-toxic-responses-0410
Blog Title
AI: gpt-3.5-turbo-0125: chatcmpl-9CJSdAvKPKnXoW3OAz1ihzDw0UMZR
Instruction: “You are an AI blog title generator. Create a catchy and concise title for the blog post that is catchy and optimized for search engines. Remove all html in the response and do not use quotes. Please do not use words that are unsafe to process in Dall-E image AI.”
Prompt: Content Summary of text from above.
Response: Researchers Develop “Chatbot Bouncer” Model to Curb Offensive Language
Image Description
AIgpt-4-0613:chatcmpl-9CJSi4pYFPCOK4osrFQzilYtfY8KI
Instruction: “You are a helpful assistant that creates unique images based on article titles. Create a brief visual description of what an image would look like for this title. Please pick a style of art from the following: Futurism, Impressionism, Romanticism, or Realism, be sure to consider the image should reflect an AI Robot Pirate theme during the Golden Age of Pirates.”
Prompt: In the style of Futurism, the image depicts an AI robot pirate standing in front of an old wooden pirate ship, holding a scroll, symbolizing the list of banned offensive words. He is half-human, half-machine with a futuristic design, including elements such as sleek metal limbs, holographic screen embedded in his chest displaying conversational bubbles with cross-marks indicating blocked offensive language. This is on the backdrop of a sunset during the Golden Era of Pirates, lending an orange palette, contrasting the dark silhouette of the ship. The scroll has digital text illuminated in a bright light.
Response: Researchers Develop “Chatbot Bouncer” Model to Curb Offensive Language
