Category: HAL149

Generative AI applications offer significant potential for businesses, but it’s important to manage expectations and tailor AI solutions to specific needs and contexts. At the moment, the main value-added solutions are

Chatbots: With the advances in GPT-3.5 and GPT-4, chatbots have become more powerful and cost-effective for businesses. They can provide customer support, answer FAQs and handle various enquiries, providing valuable assistance and saving time and resources.…

The basic idea of machine learning is to build models that capture the essence of reality.

We do this by reducing the entropy of a set of observations by building a model: a mathematical structure and associated parameters that capture certain aspects of the inner structure of the data.

We build models to understand data (statistics), to predict data (regression), to classify data (clustering, etc.),…

The GPT-3 model underwent pre-training using a vast corpus of text sourced from the open internet. With only a small number of examples as input, it can often deduce the task you intend to accomplish and generate a plausible output. This ability is commonly referred to as “few-shot learning.”

By employing fine-tuning, the model’s performance in few-shot learning is further enhanced through training on a substantially larger set of examples beyond what can be included in the initial prompt.…

The Internet will become invisible to people in the next few years, buried under a new layer of intelligent content. And with it, digital marketing as we know it: content marketing, web design, email marketing, etc.

Why? Because your AI personal assistant will know your preferences better than you do. And it will go out of its way to review, summarize, and present information the way you want it, not the way Google or some designer wants it.…

Elon Musk has criticized Microsoft for gaining exclusive access to the entire OpenAI codebase, including the ChatGPT technology, which is housed within Microsoft Azure.

Musk argues that OpenAI should continue to be a non-profit and not a source of income for a single firm. Microsoft invested more than $10 billion in OpenAI and is now its largest shareholder.

“Aren’t you an OpenAI investor?”…

Until 200 years ago, most people worked in agriculture, productivity was terrible, and famine was common.

Then the machines came along and other problems arose, but food shortages and malnutrition were a thing of the past.

AI will automate all jobs that can be automated.

Anything that can be automated should be automated.

Will society look forward and adapt, to innovate and improve people’s lives?.…

The startup landscape is changing, and a new type of business model is emerging: the bootstrapped, cash-generative, and rapidly-growing one-person unicorn. These hyper-specific, profitable companies are solving single, specific problems, such as Headlime, ConvertKit, Fathom, and Transistor. They are built by software company founders, often serial entrepreneurs, who can fund their companies themselves and run them with small teams of one or two people.…

GPT-4 is a powerful language model that can generate content based on previous inputs using machine learning algorithms. However, it has the potential to do much more than just language processing.

The model is built on a transformer architecture that allows it to perform symbolic reasoning and incorporate external knowledge sources, such as large databases of information like Wikipedia.…