Unite.AI

MARCH 14, 2024

The opportunities afforded by AI are truly significant – but can we trust black box AI to produce the right results? Instead of utilizing AI systems that they cannot explain – black box AI systems – they could utilize AI platforms that use transparent techniques , explaining how they arrive at their conclusions.

Black Box AI 299

Black Box AI Explainability Algorithm AI 299

Unite.AI

JUNE 26, 2023

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 lack transparency, leading to risks like logic bias , discrimination and inaccurate results.

Black Box AI 297

Black Box AI Explainable AI Explainability AI 297

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

Towards AI

NOVEMBER 7, 2024

What’s AI Weekly This week in High Learning Rate, my other newsletter, we go back to the basics and explore the popular retrieval-augmented generation (RAG) method, introduced by a Meta paper in 2020. In one line, RAG answers the known limitations of LLMs, such as non-access to up-to-date information and hallucinations.

Black Box AI 97

Black Box AI AI AI Machine Learning 97

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). What is Explainable AI?

Explainable AI 52

Explainable AI Explainability Black Box AI Neural Network 52

Aiiot Talk

JULY 7, 2023

AI is today’s most advanced form of predictive maintenance, using algorithms to automate performance and sensor data analysis. This information serves as a baseline for comparison so the algorithm can identify unusual activity. IoT sensors that detect performance outside expected margins trigger the AI to alert maintenance personnel.

Black Box AI 130

Black Box AI Algorithm Explainable AI Explainability 130

ODSC - Open Data Science

APRIL 4, 2023

Security and Compliance Cybersecurity is one of the biggest risks of rising AI adoption. These models require substantial amounts of data, and many organizations use “black box” models where they’re unsure of how the system uses the information they give it. Thankfully, the world is moving in this direction.

Black Box AI 98

Black Box AI Data Science AI AI 98