What is a Knowledge Base? When we talk about a knowledge base nowadays, we may assume that it’s just a library of information and data related to a company, a product or a specific project. This vague definition leaves out some key aspects to consider when discussing...
Category:
AI Strategy & Implementation
The crucial role of QA frameworks in developing and deploying new features in RAG tools
Retrieval Augmented Generation (RAG) tools are one of the most popular applications of Generative AI and Large Language Models (LLMs). They enable seamless access and retrieval of data from diverse sources. By just asking a question to a chatbot, a user can...
Meet Alvee, one of our Reshape Health Grantees
https://youtu.be/UTnKFNvANJA We helped Alvee build their digital product through our Reshape Health Grants. See Alvee's case here, and find the transcript for Nicole Cook, Alvee's CEO's interview below. Nicole Cook: So we help healthcare organizations to reduce health...
AI in the Making: Prototyping & Validation Challenges, pt. 2
In part 1 of our series on AI in the Making, we explored the importance of early-stage prototyping in validating how AI interacts with users. We discussed adopting a fail-fast approach, the necessity of user validation, and methods like Wizard of Oz to simulate AI...
AI in the Making: Prototyping & Validation Challenges, pt. 1
Just like with any product, validating early how the AI will interact with users is crucial. Prototyping allows for this, helping product shapers conduct rapid testing of assumptions, uncover flaws, and iterate on solutions before committing to costly development....
Unveiling AI POCs While Safeguarding Data
In today's rapidly evolving AI landscape, companies are eager to explore AI tools to enhance operations, customer experiences, and decision-making. However, conducting AI Proof of Concepts (POCs) poses significant risks if not managed correctly. This insight offers...
The current problem with AI in Health Tech: great applications, disconnected experiences
The latest AI revolution, which includes Generative AI and Large Language Models (LLMs) presents an extraordinary opportunity to address bottlenecks in health tech. These technologies offer the potential to personalize and summarize information, streamline operations,...
Why Value-Based Care Is Falling Short and How Digital Products Can Help
First, what is Value-Based Care? Value-based care is a relatively new way of thinking about healthcare that focuses more on keeping patients healthy and less on the number of services provided. Instead of doctors and hospitals getting paid based on how many tests or...
UI Patterns for AI Augmentation (II)
In the continuing exploration of UI patterns for AI augmentation, this second article delves deeper into specific methods that empower users to seamlessly generate results using artificial intelligence. Just as we discussed in Part I, the integration of AI into...
Chain of Thoughts, Ep. 4: The AI Design Sprint
https://youtu.be/UEGacrIBC2s Introduction Nacho: Hello, everyone. Welcome to the next episode of Chain of Thoughts. Here we are, Nacho, Vico and Calde, as in the last ones. I hope that they can smile a little bit, right? Because they are kind of frightened. Okay, now...
Empowering Innovation: How Staff Augmentation is Transforming AI Implementation
For over two decades, Staff Augmentation has served as the strategic cornerstone of modern organizations. Now, with the advent of AI, its dynamics are poised for a transformative leap forward. Staff Augmentation empowers companies worldwide to swiftly achieve their...
Chain of Thoughts – Ep. 3: Product Design in the age of AI
Nacho: In today’s episode of Chain of Thoughts, we will talk about how the latest AI developments are calling for a redefinition of product design principles. Do standard designs sprints hold in this new landscape? How do product designers and AI experts interact with...
Building RAG tools: which components should we use?
Retrieval Augmented Generation (RAG) is designed to mimic human-like conversational abilities by seamlessly integrating retrieval, encoding, and generation mechanisms. The retrieval component enables the system to access relevant information from a vast corpus of...
Did you know about Devin, the AI that can act as an autonomous AI software engineer?
Cognition AI has recently introduced Devin, the world's premier autonomous AI agent that can independently write entire software projects from scratch based on simple text prompts. Devin is an autonomous AI software engineer designed to collaborate seamlessly with...
Improving customer service interactions using RAG
Retrieval-Augmented Generation (RAG) is revolutionizing question answering. It goes beyond the limitations of static FAQs by enabling chatbots to interact with users in natural language (any language!), answer questions from diverse data sources, and generate...
Behind the AI Curtain: Regulatory Approaches in China, the US, and the EU
Exploring regulatory approaches in the world of Artificial Intelligence: From self-regulation to comprehensive legislation, what is the way forward? As we dive into a world with AI, it's clear that sooner or later regulations will emerge. Instead of recounting past...
Breaking Boundaries: Exploring LLM Applications in the Pharmaceutical Industry
The pharmaceutical industry is on the brink of a major leap forward, with technology paving the way to tackle long-standing challenges more effectively. From the cumbersome clinical trial recruitment processes to the lack of tailored patient education and support, we...
Did you know about the latest Claude 3 LLMs by Anthropic?
Artificial Intelligence (AI) continues to evolve at a rapid pace, reshaping industries and driving innovation across the globe. In the latest development, the AI company Anthropic released the Claude 3 large language model family, comprising three cutting-edge models:...
Understanding data with Retrieval Augmented Generation systems
Retrieval Augmented Generation (RAG) stands as one of the most influential techniques for extracting insights from vast databases. By simply posing a text-based query, these systems swiftly pinpoint relevant information sources and provide human-like responses...
Did you know about the GPT Store? The new OpenAI’s marketplace for accessing task-specific GPTs
OpenAI has officially launched the GPT Store, a platform that opens the doors to a vast array of community-built GPTs, providing users with unparalleled access to a diverse range of AI assistants. Key features include over 3 million GPTs, a revenue program for U.S....
Chain of Thoughts – Ep. 2: Crafting (with) AI
https://youtu.be/0WqkhO0u6hM Jose Ignacio Orlando (Nacho): In today's episode of Chain of Thoughts, we will talk about how LLMs are reshaping the world of digital products. We will cover some of the most interesting applications associated with this technology, the...
Did you know that Microsoft is adapting its keyboards for the “AI PC” era?
Microsoft has just made waves in the tech world with a groundbreaking announcement: the introduction of the Copilot key for Windows keyboards. This marks a historic moment, representing the first major keyboard change in 30 years and symbolizing Microsoft's dedication...
Did you know that the FDA approved the first AI-powered device to detect skin cancer?
Precision and speed are paramount in healthcare when it comes to early diagnosis. In line with this goal, the FDA has recently provided clearance for the first real-time, non-invasive skin cancer evaluation device powered by AI. Skin cancer, affecting one in five...
How Retrieval Augmented Generation systems work
Retrieval Augmented Generation, or RAG, stands out as one of the most revolutionary applications of Large Language Models. It enables the creation of knowledge retrieval systems that provide answers to direct questions input as free text, eliminating the need to sift...