AI Impacts

JULY 20, 2023

I collected my favorite public pieces of research on AI strategy, governance, and forecasting from 2023 so far. May) Current approaches to building general-purpose AI systems tend to produce systems with both beneficial and harmful capabilities. We explain why model evaluation is critical for addressing extreme risks.

AI Strategy 100

AI Strategy AI AI Neural Network 100

IBM Journey to AI blog

JULY 19, 2023

The industry is under tremendous pressure to accelerate drug development at an optimal cost, automate time- and labor-intensive tasks like document or report creation to preserve employee morale, and accelerate delivery. Why IBM Consulting for generative AI on AWS? Fairness : AI models should treat all groups equitably.

Generative AI 161

Generative AI Large Language Models AI AI 161

DataRobot Blog

MARCH 16, 2023

Next, when a business user starts to ask questions and analyze the insights, the DataRobot AI Platform dynamically surfaces the use case information, data, and models along with analysis generated using an Azure OpenAI model in order to generate text descriptions of the most key observations, and the interpretations of what they mean.

Data Science 98

Data Science OpenAI Data Scientist Large Language Models 98

IBM Journey to AI blog

APRIL 11, 2023

In line with this trend, the New York City Council has enacted new regulations requiring organizations to conduct yearly bias audits on automated employment decision-making tools used by HR departments. Our organization is ready to assist companies in becoming data-driven and addressing compliance.

AI Strategy 245

AI Strategy Algorithm Automation AI 245

Towards AI

JUNE 5, 2023

Automation✓ The system must emphasize automation.✓ The goal should be to automate all aspects, from data acquisition and processing to training, deployment, and monitoring. Automation] Does the existing platform allows integrating and visualizing the relationship between datasets from multiple sources?

ML 52

ML Data Scientist Automation Algorithm 52

ODSC - Open Data Science

FEBRUARY 8, 2024

This is a recipe for developing a strategy for incorporating AI into products. An AI strategy is a framework that will help the organization understand what data-driven projects and data sources are the most valuable to the organization, and how to prioritize them to build toward their product vision over time.

AI Strategy 52

AI Strategy Data Scientist Data Science AI 52

IBM Journey to AI blog

APRIL 18, 2024

By using complex AI algorithms and computer science methods, these AI systems can then generate human-like text, translate languages with impressive accuracy, and produce creative content that mimics different styles. This gap highlights the vast difference between current AI and the potential of AGI.

Neural Network 239

Neural Network LLM AI AI 239

AWS Machine Learning Blog

MAY 9, 2024

Additionally, pay special attention to the changing nature of the risk and cost that is associated with the development as well as the scaling of AI. To provide ethical integrity , an AI/ML CoE helps integrate robust guidelines and safeguards across the AI/ML lifecycle in collaboration with stakeholders.

ML 106

ML Generative AI AI AI 106

IBM Journey to AI blog

FEBRUARY 8, 2023

The True Cost of Noncompliance Responsible AI requires governance Despite good intentions and evolving technologies, achieving responsible AI can be challenging. AI requires AI governance , not after the fact but baked into AI strategy of your organization. So what is AI governance?

Responsible AI 130

Responsible AI Explainability Automation Explainable AI 130

IBM Journey to AI blog

MAY 9, 2023

It provides self-service access to high-quality, trustworthy data, enabling users to collaborate on a single platform where they can build and refine both new, generative AI foundation models as well as traditional machine learning systems. Watsonx.governance can help build the necessary guardrails around AI tools and the uses of AI.

Data Scientist 274

Data Scientist Automation AI AI 274

Snorkel AI

APRIL 20, 2023

According to another survey seen and reported on by Business Insider, 75% of respondents working at banks with more than $100 billion in assets were currently implementing AI strategies. This is especially true for complex, high-value use cases such as conversational AI, fraud detection, anti-money laundering, and more.

ChatGPT 52

ChatGPT Conversational AI Data Scientist AI 52

Snorkel AI

APRIL 20, 2023

According to another survey seen and reported on by Business Insider, 75% of respondents working at banks with more than $100 billion in assets were currently implementing AI strategies. This is especially true for complex, high-value use cases such as conversational AI, fraud detection, anti-money laundering, and more.

ChatGPT 52

ChatGPT Conversational AI Data Scientist AI 52

IBM Journey to AI blog

MAY 14, 2024

The December 1, 2024 deadline to incorporate the minimum risk management practices to safety-impacting and rights-impacting AI, or else stop using the AI until compliance is achieved, will come around quicker than you think. federal agencies to help them develop AI. Are you wondering what to prioritize in your AI journey?

Responsible AI 214

Responsible AI AI AI Artificial Intelligence 214

DataRobot Blog

FEBRUARY 15, 2023

In this example, we take a deep dive into how real estate companies can effectively use AI to automate their investment strategies. We also look at how collaboration is built into the core of the DataRobot AI platform so that your entire team can collaborate from business use case to model deployment.

Data Scientist 52

Data Scientist Data Drift Automation AI 52

IBM Journey to AI blog

JUNE 28, 2023

This purpose-built service offers automated analysis workflow, so that various types of data (beyond sequencing data, images, records, claims and more) can be brought in for analysis using Amazon Athena , Amazon EMR , Amazon SageMaker , and Amazon QuickSight. gene expression; microbiome data) and any tabular data (e.g.,

Data Analysis 168

Data Analysis Explainable AI Data Scientist AI Strategy 168

AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. Although very few differences are visible between the advanced techniques discussed, they are by far more informative than regular retriever chains.

LLM 111

LLM Auto-complete Auto-classification Generative AI 111