In Part 1 and Part 2, we focused on the mechanics of translating natural language into commands and making the chat more context aware, leading to a more conversational experience. But stepping back, there’s a bigger question: what does a natural language interface actually do for the user experience? After all, if we’re going to … Read More
Tool Limitations In Part 1, we went over converting natural language requests into commands, using LLMs. That’s a nice improvement from having to enter slash commands, but the current tool still has two major limitations: No flexible editing: There’s no way to update or delete an existing item using natural language. When referring to a … Read More
My motivation for creating tools often stems from a desire to get familiar with new technologies. This project was no different; I wanted to deepen my understanding of Generative AI. However, this wasn’t the primary reason for its creation. The real driving force was a persistent gap in my workflow that I couldn’t ignore any … Read More
My motivation for creating tools often stems from a desire to get familiar with new technologies. This project was no different; I wanted to deepen my understanding of Generative AI. However, this wasn’t the primary reason for its creation. The real driving force was a persistent gap in my workflow that I couldn’t ignore any … Read More
Ignoring tech debt because it’s expensive doesn’t make the problem go away — it only kicks the can down the road. Businesses should approach technical debt as a routine, scheduled part of their development process.
In my previous post, Experiences in Fine-Tuning LLMs: Time + Power = Potato?, I covered my experiences around trying to fine-tune an LLM (large language model) with a dataset, which gave me less than stellar results. Ultimately, fine-tuning is best for a use-case where additional reasoning & logic needs to be added to an LLM, … Read More
Embarking on the journey to fine-tune large language models (LLMs) can often feel like setting sail into uncharted waters, armed with hope and a map of best practices. Yet, despite meticulous planning and execution, the quest for improved performance doesn’t always lead to the treasure trove of success one might anticipate. And I know you … Read More
Abstract AI is generating new business opportunities in every industry imaginable, and it will continue to provide ground-breaking solutions to make life safer, and more efficient. While these technology advancements may solve some of the world’s most difficult problems, they also raise concerns about fairness, discrimination, digital injustice, and bias. In this keynote, we will … Read More
Abstract Our world is changing. Artificial intelligence is being employed in just about all walks of life – from virtual assistants to self-driving cars. How do we ensure the quality of these applications? Major advances have been made in developing applications that utilize some form of artificial intelligence, but there’s not nearly as much consideration … Read More
Tracey Welson-Rossman sits down with Sowmya Gottipati, VP of Estee Lauder, Global Brand Technology, to talk about the iconic beauty brand’s innovations in AR & AI.
