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Tag: generative AI

Vectara Spies RAG As Solution to LLM Fibs and Shannon Theorem Limitations

Large language models (LLMs) hallucinate. There’s just no way around that, thanks to how they're designed and fundamental limitations on data compression as expressed in the Shannon Information Theorem, says Vectara CE Read more…

Gretel Open Sources 100,000 Text-to-SQL Samples

Synthetic data generation company Gretel last week announced it has donated more than 100,000 examples of text-to-SQL conversions and parked them on Huggingface, providing enterprises with another free, open source resou Read more…

DataChat Delivers Data Exploration with a Dose of GenAI

What if you could tell the computer how you want to explore a data set, and the computer would automatically execute the analysis and deliver you the results? That’s the idea behind DataChat, a generative AI-based data Read more…

GenAI Show Us What’s Most Important, MinIO Creator Says: Our Data

Generative AI is a fundamental breakthrough that will have far-reaching implications for computing, according to MinIO CEO and co-founder Anand Babu “AB” Periasamy. But the biggest impact GenAI will have, he said, is Read more…

Data Quality Top Obstacle to GenAI, Informatica Survey Says

A new survey of data leaders by Informatica points to data quality as the number one obstacle to implementing generative AI. The number of data management tools that companies are using, as well as the fact that a large Read more…

Are We Underestimating GenAI’s Impact?

The level of hype around generative AI is off the charts, as we have covered here in Datanami over the past year. The hype is so thick at times, you could cut it with a knife. And yet, there is still the potential that p Read more…

Top 10 Challenges to GenAI Success

So you want to implement generative AI? That’s great news! You can count yourself among the majority of IT decision makers who have also seen the potential of this transformative tech. While GenAI has the potential to Read more…

2024 GenAI Predictions: Part Deux

Declaring that interest in generative AI will grow in 2024 is the easiest prediction in the history of predictions. The more interesting bits are how GenAI adoption will unfold this year, what impact it will have on busi Read more…

Pioneering GenAI Integration for Business Success: A CEO’s Guide

After ChatGPT’s rise to stardom, Generative AI has become a tech phenomenon, firmly establishing itself on the radar of every organization. The responsibility for integrating this technology now rests on CEOs, who must Read more…

2024 GenAI Predictions: Part One

Something unexpected happened in 2023: the world learned about generative AI for the first time. Now that the GenAI cat is out of the bag, companies are in a race to monetize it without succumbing to its negative aspects Read more…

Pilot vs. Co-pilot: How Startups Will Reshape the Future of Work with AI

There’s been much debate about the future of work in an AI-driven world. Will the technology replace us all or fuel the next hyper-growth stage of the tech industry? The jury is still out, but it’s more likely that A Read more…

SDV: A Generative Model for Creating Synthetic Data

Getting access to the right data in the right amounts remains a major obstacle for a range of digital endeavors, from developing AI models to testing software applications. If you find yourself short of valuable tabular Read more…

Alation Turns to GenAI to Automate Data Governance Tasks

Alation is rolling out a new offering dubbed ALLIE AI that’s aimed at helping data stewards better organize data when it’s being ingested into the company, as well as to streamline and simplify how customers ultimate Read more…

OpenText Unveils its First Set of OpenText Aviator Capabilities

OpenText is one of the leading information management solutions companies. It offers solutions for cyber security, IT operations, enterprise content management, database and developer tooling, and IT operations. The Open Read more…

IBM Announces Availability of Watsonx Granite Models, New Protections for IBM-Developed Models

IBM, one of the leading providers of hybrid cloud and AI, and consulting services, announced the general availability of the first models in the watsonx Granite model series, which is a collection of generative AI models Read more…

UC Berkeley Profs Raise $10.6M Seed, Launch GenAI Startup for Security

Generative AI driven by advanced machine learning and neural networks has ushered us into a new era of cybersecurity. Using generative AI to boost cybersecurity is an evolving field with the potential to transform how en Read more…

Dataiku Introduces LLM Mesh with Key Partners

As more companies experiment with Generative AI technology, a crucial question emerges: Can applications that use Generative AI be safe and scalable for an enterprise? With LLM Mesh, the answer is yes. Organizations can Read more…

Oracle Introduces Integrated Vector Database for Generative AI

Vector databases have been all the buzz in the world of Generative AI. Oracle, a giant in the software and cloud computer industry, announced this week its plans to add AI vectors to Oracle Database 23c. The new set of f Read more…

What Does ChatGPT for Your Enterprise Really Mean?

The last year has seen an explosion in LLM activity, with ChatGPT alone surpassing 100 million users. And the excitement has penetrated board rooms across every industry, from healthcare to financial services to high-tec Read more…

AI Ethics Issues Will Not Go Away

Executives are right to be concerned about the accuracy of the AI models they put into production and tamping down on hallucinating ML models. But they should be spending as much time, if not more, addressing questions o Read more…

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