CIO Business Intelligence

SEPTEMBER 25, 2024

Another way to reduce hallucinations is to run the same prompt multiple times and compare the responses, says David Guarrera, gen AI lead at EY Americas, though this can increase inference costs. Some ways to reduce inference costs include open-source models, small language models, and edge AI.

Cost-Benefit 143

Cost-Benefit Modeling Enterprise Contextual Data 143

Cloudera

JANUARY 30, 2024

There are many functional areas within manufacturing where manufacturers will see AI’s massive benefits. The lack of universal industrial data has been one of the major obstacles slowing the adoption of AI among mainstream manufacturers. Manufacturers who want to get ahead must understand data’s role and value.

Manufacturing 81

Manufacturing Contextual Data IoT Internet of Things 81

AWS Big Data

APRIL 2, 2024

Introducing generative AI-powered data descriptions With AI-generated descriptions in Amazon DataZone, data consumers have these recommended descriptions to identify data tables and columns for analysis, which enhances data discoverability and cuts down on back-and-forth communications with data producers.

Metadata 111

Metadata Metrics Data-driven Contextual Data 111

Jet Global

AUGUST 14, 2019

While the technology behind enabling computers to simulate human thought has been developing, at times slowly, over the past half-century, the cost of implementation, readily available access to cloud computing, and practical business use cases are primed to help AI make a dramatic impact in the enterprise over the next few years.

Enterprise 70

Enterprise OLAP Business Intelligence Cost-Benefit 70

Ontotext

JULY 15, 2024

This creates a challenge, as two sets of data can identify the same resource differently, so aggregated data will not show accumulated figures relevant to that resource that might reveal useful patterns. The use of EICs in these identifiers is a step toward a knowledge graph approach and the benefits that it can bring.

Contextual Data 52

Contextual Data Metadata Data Quality Publishing 52

Occam's Razor

JULY 15, 2014

They don't have an ability to analyze the data, should anything pique their interest, and neither will they ever want access to the contextual data to do a… oh, wait, why did x happen , or I wonder if z is the reason Average Order Value is $356. The cool part is that you have the ability to do that. Recommendations.

Dashboards 160

Dashboards Key Performance Indicator Snapshot Slice and Dice 160

CIO Business Intelligence

APRIL 27, 2022

– Protecting data from hackers is the critical task of CDOs. IAM offers the data protection, monitoring, privacy policies and classifications that CDOs want while also applying analytics for enriched, contextualized data from protected data lakes.

Management 52

Management Risk Contextual Data Cost-Benefit 52