Aiiot Talk

JULY 7, 2023

AI can streamline and automate key safety processes such as design, monitoring, testing and more. AI-Powered Predictive Maintenance AI is a powerful tool for improving aircraft safety through predictive analytics. Generative AI can also pose risks for aviation industry applications.

Black Box AI 130

Black Box AI Algorithm Explainable AI Explainability 130

Flipboard

JUNE 20, 2023

Understanding AI’s mysterious “opaque box” is paramount to creating explainable AI. This can be simplified by considering that AI, like all other technology, has a supply chain. These are the mathematical formulas written to simulate functions of the brain, which underlie the AI programming.

AI Modeling 144

AI Modeling Explainability Algorithm Machine Learning 144

AWS Machine Learning Blog

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

Responsible AI 120

Responsible AI Prompt Engineer Prompt Engineering AI 120

Pickl AI

JANUARY 29, 2024

Opportunities abound in sectors like healthcare, finance, and automation. As we navigate this landscape, the interconnected world of Data Science, Machine Learning, and AI defines the era of 2024, emphasising the importance of these fields in shaping the future. How does AI differ from Machine Learning?

Data Science 52

Data Science ML Machine Learning Artificial Intelligence 52

Pickl AI

APRIL 8, 2024

Job displacement One of the biggest fears surrounding AI is that it will automate many jobs currently performed by humans, leading to widespread unemployment. While AI will undoubtedly change the job market, the extent of job displacement remains uncertain. How Can We Ensure the Transparency of AI Systems?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm AI 52

IBM Journey to AI blog

SEPTEMBER 3, 2024

These systems inadvertently learn biases that might be present in the training data and exhibited in the machine learning (ML) algorithms and deep learning models that underpin AI development. Those learned biases might be perpetuated during the deployment of AI, resulting in skewed outcomes.

Explainability 131

Explainability AI AI Deep Learning 131

Pickl AI

DECEMBER 10, 2024

Businesses face fines and reputational damage when AI decisions are deemed unethical or discriminatory. Socially, biased AI systems amplify inequalities, while data breaches erode trust in technology and institutions. Broader Ethical Implications Ethical AI development transcends individual failures.

Explainability 52

Explainability AI AI Artificial Intelligence 52

ODSC - Open Data Science

OCTOBER 3, 2024

In this talk, you will explore how the speaker progressively rethought this process, building machine learning tools that require less wrangling, including a new library, skrub, that facilitates complex tabular-learning pipelines, writing as much as possible wrangling as high-level operations and automating them.

Large Language Models 40

Large Language Models Machine Learning Data Scientist LLM 40

IBM Journey to AI blog

FEBRUARY 9, 2024

According to a recent IBM survey of over 1,000 employees at enterprise-scale companies , the top three factors driving AI adoption were advances in AI tools that make them more accessible, the need to reduce costs and automate key processes and the increasing amount of AI embedded into standard off-the-shelf business applications.

AI 298

AI AI Artificial Intelligence Artificial Intelligence 298

IBM Journey to AI blog

FEBRUARY 28, 2024

IBM watsonx™ , an integrated AI, data and governance platform, embodies five fundamental pillars to help ensure trustworthy AI: fairness, privacy, explainability, transparency and robustness. This platform offers a seamless, efficient and responsible approach to AI development across various environments.

Generative AI 293

Generative AI Explainability AI AI 293

AI Weekly

AUGUST 22, 2024

Here’s why that’s a problem Using generative large language models (LLMs) like those behind ChatGPT and other AI chatbots, the system can brainstorm, select a promising idea, code new algorithms, plot results, and write a paper summarising the experiment and its findings, complete with references. pdf, Word, etc.) into their platform.

Robotics 202

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 202