AI at the Table
I sit at a really weird saddle point currently. Professionally, I’m obliged to engage with generative AI technologies. I’m an AI technologist. I’ve been doing this for nearly twenty years at this point, and over ten past the doctorate. I can’t just ignore a new technology because I personally find it ethically dubious. Conversely, I’m […]
Generality in Generative AI is an Illusion
Large language models are often described as general-purpose problem solvers. That’s fair; given a prompt, they can write SQL queries, summarize academic papers, troubleshoot YAML files, produce a mediocre chili recipe, and draft HR emails, all in the same breath. That breadth of capability is a big driver of the current enthusiasm. Here’s the thing […]
Basics of Retrieval Augmented Generative (RAG) Systems
Lately, we’ve been fielding a lot of interest in custom Retrieval Augmented Generation (RAG) systems. And honestly, it’s easy to see why. RAG systems are incredibly flexible tools for injecting up-to-date, domain-specific knowledge into AI responses for answering questions, generating content, analyzing internal data, or any other task that’s primarily completed by producing an artifact. […]
Intentional AI: Choosing the Right Tool for the Job
Artificial Intelligence is everywhere these days: headlines, investor decks, your last team meeting, and dinner conversations. Just because AI is hot doesn’t mean it’s well understood. Too often, people reach for AI like it’s duct tape: a fix-all solution for any digital dilemma. But like duct tape, AI has its limits. Some problems need glue, […]
10 Eye-Opening Uses of AI in Aircraft Planning & Scheduling
Artificial intelligence (AI) is rapidly transforming all industries. Aviation is no different, except that it has been an early adopter. AI planning and scheduling is one of the most promising applications. AI can automate tasks, optimize schedules, and improve efficiency in various ways. A Birds-Eye View of AI in Flight Current Uses of AI in […]
23 Tedious Tasks to Automate to Reap the Benefits of Artificial Intelligence in Business
AI is rapidly changing the way businesses operate. The first thing most people think of when they think of AI is automation. Automation is one of the most significant benefits of artificial intelligence in business—specifically, the automation of tedious, everyday work. Tedious tasks are repetitive, time-consuming, and require little human thought. They can drain productivity […]
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