AI Roundup: ChatGPT Enterprise, Google's SynthID, Recommendation, Custom Chatbot with GPT-3.5 and more...
AI Roundup of Week 35, 2023
In this weekly roundup, let’s take a look at:
Simplest Method to Build a Custom Chatbot with GPT-3.5
Chatbots powered by Large Language Models (LLM) are reshaping our interaction with technology. Many businesses now use them for customer support. Interestingly, the domain chat.com was sold for over $10M, showing the value of chat interfaces. These chatbots, thanks to advancements in AI, can handle intricate questions, mimicking human conversation. In this article, we explore a new tool that makes building such chatbots easier, leveraging the OpenAI GPT-3.5 Turbo model.
Read more here.
RecMind: Personalised Recommendation using ChatGPT
Large Language Models (LLMs) have made a mark by showcasing abilities to execute complex tasks, from solving math problems to sparking creative writing. Yet, they falter when faced with personalized queries, especially recommendation requests. Enter RecMind, an innovative research born from the collaboration between Amazon Alexa AI and Arizona State University. This LLM-powered autonomous recommender agent is tailored to address this glaring gap.
Read more here.
Google's Solution to Detect AI-Generated Images
In today's digital era, the boundary between reality and artificiality is rapidly blurring. AI-generated images, fueled by models such as stable diffusion, mid-journey, Google's Bard, and OpenAI's DALL-E 2, are gaining traction. But how do we discern their authenticity, especially when they appear convincingly realistic?
Read more here.
Making ChatGPT Think Like a Human
The landscape of the Large Language Model (LLM) prompting frameworks has seen a new contender – the Graph of Thoughts (GoT) framework. Going beyond the capabilities of Chain-of-thought (CoT) and Tree-of-thoughts (ToT), GoT presents a fresh perspective on how we can make LLMs think like humans for better results.
Read more here.
Using AI to Build AI: Prompt2Model
Prompt2Model heralds a paradigm shift, underscoring the potential of using AI to construct AI models. As we stand on the cusp of this AI revolution, it's exhilarating to envision the future prospects, improvements, and the transformative impact Prompt2Model might usher in for the NLP and broader AI domain.
Read more here.
Using ChatGPT in Classrooms
OpenAI Shared a guide for teachers on using ChatGPT in classrooms. It contains a few short stories on how educators are already using ChatGPT to accelerate student learning. It also contains prompt examples that educators can use.
Read more here.
ChatGPT Enterprise
OpenAI released ChatGPT enterprise last week. This version does not use the customer prompts and company data to train GPT models. It is also SOC2 compliant. Aiming at large organizations it also has features such as SSO, custom domain, analytics dashboard, and an admin console with bulk member management.
This is an attempt by OpenAI to make large organizations comfortable in using closed-source LLMs.
Read more here.