Unite.AI

JUNE 26, 2023

Similarly, what if a drug diagnosis algorithm recommends the wrong medication for a patient and they suffer a negative side effect? At the root of AI mistakes like these is the nature of AI models themselves. Most AI today use “black box” logic, meaning no one can see how the algorithm makes decisions.

Black Box AI 297

Black Box AI Explainable AI Explainability AI 297

ODSC - Open Data Science

APRIL 4, 2023

Bias and Inequality AI can also introduce societal issues like exaggerating bias if corporations aren’t careful. Amazon’s scrapped hiring AI model infamously penalized women’s resumes as the machine learning algorithm expanded on implicit biases within the training data.

Black Box AI 98

Black Box AI AI AI Data Science 98

LevelAI

AUGUST 9, 2023

Auto-QA solutions employ various methods such as speech analytics, natural language processing (NLP), sentiment analysis, and machine learning algorithms to automatically review and score customer interactions. In our testing, we found that QA-GPT can cover over 85% of scorecard questions out of the box without any extra configuration.

Black Box AI 52

Black Box AI Natural Language Processing Automation NLP 52

Mlearning.ai

DECEMBER 31, 2023

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI). Present the model’s predictions to stakeholders.

Explainable AI 52

Explainable AI Explainability Black Box AI Neural Network 52

O'Reilly Media

DECEMBER 12, 2023

What is contained in the model is an enormous set of parameters based on all the content that has been ingested during training, that represents the probability that one word is likely to follow another. I can also ask for a reading list about plagues in 16th century England, algorithms for testing prime numbers, or anything else.

AI 101

AI AI LLM Black Box AI 101

Unite.AI

APRIL 9, 2024

The adoption of Artificial Intelligence (AI) has increased rapidly across domains such as healthcare, finance, and legal systems. However, this surge in AI usage has raised concerns about transparency and accountability. Composite AI is a cutting-edge approach to holistically tackling complex business problems.

Composite AI 182

Composite AI Explainability Black Box AI Explainable AI 182

Artificial Corner

JUNE 21, 2023

As we face the advent of more powerful AI tools, the damage they can inflict surpasses that of current social media algorithms. However, it is vital to acknowledge that AI harbors immense positive potential as well. Often referred to as the “black box,” AI algorithms can be complex and difficult to comprehend fully.

AI Tools 52

AI Tools Black Box AI Algorithm Artificial Intelligence 52