CategoryAI

February 2, 2024 — As Artificial Intelligence evolves the computing paradigm, designers have an opportunity to craft more intuitive user interfaces. Maximillian Piras examines how the latest AI capabilities can reshape the future of human-computer interaction beyond conversation alone. Read more…

January 26, 2024 — Language models have shown impressive capabilities. But that doesn’t mean they’re without faults, as anyone who has witnessed a ChatGPT “hallucination” can attest. In this article, Joas Pambou diagnoses the symptoms that cause hallucinations and explains not only what RAG is but also different approaches for using it to solve language model limitations. Read more…

January 23, 2024 — AI promises a major upheaval in typography, with designers finding themselves navigating both opportunities and challenges. How will it impact quality, design roles, and our use of type in the future? As we explore this new frontier, we realise that we are at a juncture as significant as Gutenberg’s press, set to redefine how we interact with text and visual communication. Read more…

October 10, 2023 — Discuss the concept of large language models (LLMs) and how they are implemented with a set of data to develop an application. Joas compares a collection of no-code and low-code apps designed to help you get a feel for not only how the concept works but also to get a sense of what types of models are available to train AI on different skill sets. Read more…

September 4, 2023 — In this article, Joas Pambou builds the tool to provide a sentiment score in real-time with enhanced user experience by providing multilingual support. You will use an OpenAI library called Whisper that transcribes audio files into text and detects the language, and Gradio, a UI framework, to establish the interface. Read more…

August 7, 2023 — Friction often has a negative connotation in user experience design, but it actually has many benefits. Its best-known use case is mitigating unintended consequences in high-risk scenarios, yet it has a new place in the age of artificial intelligence. Adding strategic friction to interfaces can lead to profound efficiency gains in machine learning algorithms. Read more…

July 27, 2023 — In this article, we’ll explore how to build a chat summarizer using the Cohere API and deploy it as a web application using Gradio. Cohere is an AI platform that provides state-of-the-art natural language processing models for a variety of tasks, including summarization. We’ll cover the steps involved in training the summarizer using sample chat conversations, interacting with the Cohere API to generate summaries, and creating a user-friendly interface using Gradio. Read more…

July 26, 2023 — The field of language translation has never been more exciting. Explore the evolution of language translation platforms, how we got to where we are today, and what advancements we can look forward to in the coming years. Read more…

June 22, 2023 — Dive into an article where you will build an app that evaluates audio files for positive and negative sentiments. The idea is that you will create an interface for uploading an audio file, then transcribe the contents into text before analyzing the text and assigning it a positive or negative score for how the tone is perceived. Read more…

June 2, 2023 — As Artificial Intelligence becomes more widespread, so too does the adoption of digital agents and voice interactions. Explore the power of mixed reality systems and multimodal communication to enhance collaboration between consultants and clients, transforming advisory services. Read more…