Generative AI: a subset of AI that focuses on generating new content, such as text or images, based on patterns learned from data. Here’s a visual aid for how these terms relate to one another: What Are Some Limitations of AI? While AI has made remarkable strides, it’s not without...
What are the limitations of AI models? How can these potentially be overcome? We have yet to see the longtail effect of gen AI models. This means there are some inherent risks involved in using them—both known and unknown. The outputs gen AI models produce may often sound extremely convin...
Image from IBM’s Youtube videoHumans vs. AI. Who's better at Phishing? What are some examples of AI Phishing? There have been some major AI Phishing attacks in 2024 already. Some more reminiscent of classic phishing attacks, and some very costly deepfakes. ...
What are the limitations of AI models? How can these potentially be overcome? Because they are so new, we have yet to see the long tail effect of generative AI models. This means there aresome inherent risksinvolved in using them—some known and some unknown. ...
Some AI (especially rule-based models) are deterministic, meaning that a given input will always lead to a certain output. However, most modern models are probabilistic, introducing some degree of randomness, which explains why if you input the exact same question into ChatGPT twice, you’re ...
The following are some disadvantages of AI: High costs.Developing AI can be very expensive. Building an AI model requires a substantial upfrontinvestment in infrastructure, computational resources and software to train the model and store its training data. After initial training, there are further ...
The generative AI process starts with foundation models, such as the GPT series,Palmand Gemini. These are large neural networks trained on massive collections of data that provide a broad assimilation of known information and knowledge. They generally include text, which provides a way to distill ...
As this technology moves from prototype to product faster and faster, these have become questions for all of us. But (spoilers!) I don’t have the answers. I can’t even tell you what AI is. The people making it don’t know what AI is either. Not really. “These are the kinds of...
Physical Limitations Robots are physically constrained by factors including battery life, mechanical limits, and environmental constraints. Although they may be limited by computer resources or software, AI programs are not physically bound. Examples Industrial robots, autonomous drones, humanoid robots, and...
What are the different types of AI? AI is generally broken down into categories based on “the degree [that] an AI system can replicate human capabilities”.21While an AI still hasn’t passed the Turing test, how proficient they are at performing human functions helps with their classification...