IBM Journey to AI blog

SEPTEMBER 25, 2024

Human error : Manual data consolidation leads to misdiagnoses due to data fragmentation challenges. AI-driven data analysis reduces errors, helping ensure accurate diagnosis and resolution. Inconsistent data formats : Varying data formats make analysis difficult.

AI Strategy 301

AI Strategy Generative AI AI AI 301

Snorkel AI

JUNE 12, 2023

With Snorkel Flow, we’ve transformed labeling training sets from an ad hoc manual process into a programmatic one, accelerating time to value by 10-100x+ and leading to better model accuracies for our enterprise customers, including five of the top 10 US banks, government agencies, and more.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

Snorkel AI

JUNE 12, 2023

With Snorkel Flow, we’ve transformed labeling training sets from an ad hoc manual process into a programmatic one, accelerating time to value by 10-100x+ and leading to better model accuracies for our enterprise customers, including five of the top 10 US banks, government agencies, and more.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

IBM Journey to AI blog

SEPTEMBER 6, 2023

According to the IBM survey, when CMOs were asked what they thought the primary challenges were in adopting generative AI, they listed three top concerns: managing the complexity of implementation, building the data set and brand and intellectual property (IP) risk. The journey starts with sound data.

Generative AI 325

Generative AI AI AI AI Tools 325

AI News

SEPTEMBER 26, 2023

Tools like Predictions put marketers at the centre of this new era of AI which is transforming how companies engage and retain their customers.” – Chris Koehler, CMO at Box. AN: What other emerging AI trends should people be keeping an eye on? Here are four trends in AI personalisation.

Big Data 312

Big Data AI AI ETL 312

IBM Journey to AI blog

APRIL 18, 2024

Most experts categorize it as a powerful, but narrow AI model. Current AI advancements demonstrate impressive capabilities in specific areas. Self-driving cars excel at navigating roads and supercomputers like IBM Watson ® can analyze vast amounts of data. A key trend is the adoption of multiple models in production.

Neural Network 256

Neural Network LLM AI AI 256

IBM Journey to AI blog

JULY 17, 2023

is our enterprise-ready next-generation studio for AI builders, bringing together traditional machine learning (ML) and new generative AI capabilities powered by foundation models. With watsonx.ai, businesses can effectively train, validate, tune and deploy AI models with confidence and at scale across their enterprise.

Machine Learning 186

Machine Learning Metadata AI AI 186