Imagine creating a computer program. As an architect of the digital realm, you’re not just coding functionality; you’re encoding understanding, crafting a virtual framework to interact with users in a specific way. This image of crafting a program isn’t too far from what’s done in modern conversational AI when we engage in prompt engineering. Prompt…
Category: LLMs / NLP
In the realm of artificial intelligence, Large Language Models (LLMs) have become revolutionary tools, reshaping the landscape of numerous industries and applications. From writing assistance to customer service, and from medical diagnosis to legal advisory, these models promise unprecedented potential. Despite their robust capabilities, understanding LLMs and their behavior is not a straightforward process. While…
Why Google Bard is Inferior to Open AI’s ChatGPT: Personas and Imagination Artificial Intelligence (AI) is an ever-evolving field, with tech giants like Google and OpenAI leading the charge in innovation. Both have developed state-of-the-art language models – Google’s Bard and OpenAI’s ChatGPT – that are capable of generating human-like text. While both are groundbreaking…
Personas in Prompt Engineering: The Key to Contextual and Efficient ChatGPT Interaction OpenAI’s ChatGPT is a shining example of how artificial intelligence is being increasingly integrated into our lives. This powerful language model has the capability to emulate human-like text, be it answering questions, writing essays, summarizing documents, or even creating poetry. But its ability…
AI & You #5: How our CTOs using Generative AI for Coding Hey Subscriber, This week, we’re diving into the wild world of AI-powered coding. We’ll share insights from our very own CTO’s adventures in generative AI, and discuss how ChatGPT and Bard are shaking up the coding game. Prepare for a tech-tonic shift! Evan…
How to Use ChatGPT Web Browsing (With Prompt Recipes) OpenAI’s innovative web browsing plugin for ChatGPT Plus members is a game-changer in the realm of generative AI and chatbots. This update overcomes ChatGPT’s previous constraint – its reliance on training data limited to 2021. Now with the integrated Bing browsing plugin, as well as others…
ChatGPT’s Own Assessment Shows How Web Access Plug-ins Like WebPilot Can Improve In the rapidly evolving technology ecosystem, Open AI’s artificial intelligence (AI) innovations consistently push the boundaries of what is achievable. With such advancements come intricate challenges that require careful navigation. Generative AI technologies such as ChatGPT and its related web access plugins, like…
How To Write Job Descriptions and Interview Questions With ChatGPT In the highly competitive HR industry, finding the right talent can be a challenging task. ChatGPT, an advanced AI language model, can help streamline the recruitment process and improve candidate screening. In this step-by-step guide, we will explore how to use ChatGPT to create a…
A Step-by-Step Guide to using ChatGPT ChatGPT, powered by OpenAI’s GPT-4 architecture, is an advanced language model that can transform the way businesses communicate, create content, and solve problems. In this blog post, we will provide a detailed step-by-step guide on how to use ChatGPT for real-life business applications. We will also discuss best practices…
Defining AI vs ML: Unraveling the Intricacies of Two Revolutionary Concepts Artificial Intelligence (AI) is a term that has been increasingly woven into the fabric of modern life. It is a complicated concept, with a vast array of interpretations and definitions. In recent years, it has become a catch-all, marketing term utilized by almost every…
What is Deep Learning? Deep learning (DL) is a subset of machine learning (ML) that primarily focuses on mimicking the human brain’s ability to learn and process information. In the rapidly evolving world of artificial intelligence (AI), deep learning has emerged as a groundbreaking technology that is impacting virtually every field, from healthcare to autonomous…
Different Types of Machine Learning Machine learning is a rapidly evolving field that has the potential to transform many industries, from healthcare to finance to manufacturing. At the core of machine learning are four main types of learning techniques: supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning. Each of these approaches has its own…
Common Issues With ChatGPT and How to Mitigate Them ChatGPT is a generative ai chatbot that has been trained to engage in human-like conversation with users. This technology has seen a surge in popularity as more and more organizations and individuals seek to leverage the benefits of AI chatbots, such as improved customer service, increased…
How Generative AI Like Chat GPT Threatens Google Search Generative artificial intelligence (AI) has quickly risen in popularity over the last few years. It is incredibly effective at generating human-like text. While this technology is extremely versatile and has many applications, it is threatening the dominance of traditional search engines like Google Search. Search engines…
6 Tips For Leading a Machine Learning Project Machine Learning and Deep Learning are no longer just hype and buzzwords. The once frontier technology has evolved into a crucial component of the technology stack of enterprises and startups; this has transformed software development. Since Machine Learning (ML) is intertwined with decision-making processes at companies, we…
6 Reasons Why AI Projects Fail It seems AI is present everywhere but the reality is that many businesses are experiencing problems in successfully implementing AI. According to the MIT SMR-BCG Artificial Intelligence Global Executive Study and Research Report, seven out of ten executives whose organizations have invested in Artificial Intelligence (AI) claimed they had…
10 Things Projects Managers Should Know Before Starting an AI Project AI and machine learning technologies are transforming the way organizations streamline their business processes and operations. Across industries, companies are realizing the benefits of AI technology like data-driven outcomes, automated processes, and faster implementation. A recent TechRepublic survey found that 90% of organizations are…
9 Ways Companies Use AI for Social Listening Customer engagement is a key ingredient for the success of any business enterprise. To succeed at marketing, organizations need to align themselves with the voices and expectations of their target audience. That’s not all – customers also talk about brands on social media platforms and share their…
6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong? With this post it should help you to focus on the types of problems that AI…
Tutorial: How to pre-train ELECTRA for Spanish from Scratch Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. Introduction This article is on how pre-train ELECTRA, another member of the Transformer pre-training method family, for Spanish to achieve state-of-the-art results in Natural Language Processing benchmarks. It is Part III in a series on training…
Tutorial: How to Fine-tune BERT for NER Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. Introduction This article is on how to fine-tune BERT for Named Entity Recognition (NER). Specifically, how to train a BERT variation, SpanBERTa, for NER. It is Part II of III in a series on training custom BERT Language…
Tutorial: How to Fine-Tune BERT for Extractive Summarization Originally published by Skim AI’s Machine Learning Researcher, Chris Tran 1. Introduction Summarization has long been a challenge in Natural Language Processing. To generate a short version of a document while retaining its most important information, we need a model capable of accurately extracting the key points…
Named Entity Recognition with Transformers IntroductionPermalink Part I: How We Trained RoBERTa Language Model for Spanish from Scratch In my previous blog post, we discussed how we pretrained SpanBERTa, a transformer language model for Spanish, on a big corpus from scratch. The model has shown to be able to predict correctly masked words in a…
8 Ways News & Content Companies use A.I. to Save Money and Improve UX The best way to understand the impact of technology is to understand the specifics, examples of how to actually apply technology to solve current problems. The following are 8 common AI Solutions our clients in Newspapers, Magazines, Content and Digital Media…
6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong? With this post it should help you to focus on the types of problems that AI…
Natural Language Generation and Its Business Applications Natural Language Generation (NLG) As a continued exploration of AI Authors and Robot-Generated news, it is worthwhile to explore some of the technology driving these algorithms. AI designed to generate documents that read like a human wrote them rely on Natural Language Generation (NLG) algorithms. NLG algorithms are…
SpanBERTa: How We Trained RoBERTa Language Model for Spanish from Scratch Originally published by Skim AI’s Machine Learning Research Intern, Chris Tran. spanberta_pretraining_bert_from_scratch Introduction¶ Self-training methods with transformer models have achieved state-of-the-art performance on most NLP tasks. However, because training them is computationally expensive, most currently available pretrained transformer models are only for English. Therefore,…