Towards AI

NOVEMBER 7, 2024

It also highlights ways to improve decision-making strategies through techniques like dynamic transition matrices, multi-agent MDPs, and machine learning for prediction. It highlights the dangers of using black box AI systems in critical applications and discusses techniques like LIME and Grad-CAM for enhancing model transparency.

Black Box AI 115

Black Box AI Machine Learning Prompt Engineering Prompt Engineer 115

Unite.AI

APRIL 9, 2024

Several times black-box AI models have produced unintended consequences, including biased decisions and lack of interpretability. Composite AI is a cutting-edge approach to holistically tackling complex business problems. It achieves this by integrating multiple analytical techniques into a single solution.

Composite AI 182

Composite AI Explainability Black Box AI Explainable AI 182

Aiiot Talk

JULY 7, 2023

Analyzing Aircraft With Digital Twins AI-powered analytics can improve safety through digital twins as well as predictive maintenance. Digital twins often use machine learning and AI to simulate the effects of operational or design changes. Black-box AI poses a serious concern in the aviation industry.

Black Box AI 130

Black Box AI Algorithm Explainability Explainable AI 130

ODSC - Open Data Science

APRIL 4, 2023

This is a promising shift for AI developers, and many organizations have realized impressive benefits from the technology, but it also comes with significant risks. AI’s rapid growth could lead more companies to implement it without fully understanding how to manage it safely and ethically.

Black Box AI 98

Black Box AI Data Science AI AI 98

Mlearning.ai

DECEMBER 31, 2023

We’ll delve into the enigmatic world of classification problems and how frameworks like LIME (Local Interpretable Model-agnostic Explanations) and SHAP (Shapley Additive Explanations) are revolutionizing our understanding of AI. Let’s embark on this enlightening journey together, unraveling the mysteries of AI, one explanation at a time.

Explainable AI 52

Explainable AI Explainability Neural Network Black Box AI 52

Pickl AI

DECEMBER 29, 2024

Challenges in Unregulated AI Systems Unregulated AI systems operate without ethical boundaries, often resulting in biased outcomes, data breaches, and manipulation. The lack of transparency in AI decision-making (“black-box AI”) makes accountability difficult.

Responsible AI 52

Responsible AI Black Box AI Artificial Intelligence Artificial Intelligence 52