Garbage in, garbage out: Why data quality is critical to AI
Since AI models are designed to process and make decisions based on data, data quality is critical to the model's accuracy and...
The evolution of AI: from handcrafted features to generative and autonomous AI
AI has come a long way, evolving from simple rule-based systems to complex deep learning models capable of learning patterns.
Trends in AI: What’s next for LLMs?
As LLMs continue to advance at warp speed, I am following trends in marketing impact, domain-specific versions, better alignment,...
Large language models and the math behind modern marketing: a simple upgrade or game changer?
The power of modern LLMs to predict likely behavior will impact personalization, content creation, and how marketing budgets are...
Does generative AI have a place in financial services?
Financial firms haven't fully leveraged generative AI for core business functions because those models haven't been built—but...
Who does it best—humans or computers?
Humans are adept at dealing with ambiguity and uncertainty, while computers excel at “understanding” data.
The secret to a successful AI model? Self-cannibalization.
If you want to have a successful AI model, be ready to scrap your existing methods when the time comes and upgrade to more capable...
Intro to large language models: the journey to billions of parameters
What are large language models (LLMs)? Learn the basics of what’s behind innovative AI applications like ChatGPT.
The illusion of explainability in machine learning models
Does explainability in machine learning lead to a false sense of security? In many use cases, a more accurate model is better than...
ChatGPT and its successors still need a helping hand
While large language models can boost development speed, they still need human hands to help develop a stable solution, especially...
Intro to generative AI
Get an intro to generative AI: it enables computers to create new content based on patterns and data it has learned.
Human-level intelligence is a bad benchmark for AI!
Human-level intelligence is a great target to aim for, but it's not the end goal of AI.