Tag: large language models
The Future of GenAI: How GraphRAG Enhances LLM Accuracy and Powers Better Decision-Making
We’ve all heard the expression that data is the lifeblood of modern organizations, but it’s really an enterprise’s ability to understand its data that is invaluable. Knowledge graphs give enterprises a deep underst Read more…
Focus on the Fundamentals for GenAI Success
Humans are prone to look for quick and easy solutions to life’s problems. The tendency toward thriftiness probably is programmed into our DNA. But when it comes to succeeding at generative AI, there are no silver bulle Read more…
AI Software Vendors Move to Support Nvidia NIMs
Nvidia Inference Microservices (NIMs) are just a few days old, but AI software vendors are already moving to support the new deployment scheme to help their customers get generative AI applications off the ground. Nvi Read more…
Nvidia Introduces New Blackwell GPU for Trillion-Parameter AI Models
Nvidia’s latest and fastest GPU, code-named Blackwell, is here and will underpin the company’s AI plans this year. The chip offers performance improvements from its predecessors, including the red-hot H100 and A100 Read more…
DDN Cranks the Data Throughput with AI400X2 Turbo
DDN today launched a new version of its high-end storage solution for AI and high-performance computing, which Nvidia uses to power its massive Eos supercomputer. The AI400X2 Turbo features a 30% performance boost compar Read more…
Nvidia Looks to Accelerate GenAI Adoption with NIM
Today at the GPU Technology Conference, Nvidia launched a new offering aimed at helping customers quickly deploy their generative AI applications in a secure, stable, and scalable manner. Dubbed Nvidia Inference Microser Read more…
Hiring GenAI Talent: It’s a Matter of Degree
Companies are scrambling to hire people to build generative AI solutions in 2024, as the GenAI hype rocket roars into the stratosphere. But the hiring is hampered by several factors, including the types of GenAI apps com 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…
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…
Watchful Plots Transparency of Black Box LLMs
AI’s black box problem has been building ever since deep learning models started gaining traction about 10 years ago. But now that we’re in the post-ChatGPT era, the black box fears of 2022 seem quaint to Shayan Moha Read more…
Patterns of Progress: Andrew Ng Eyes a Revolution in Computer Vision
Andrew Ng sees a pattern in AI. The visionary computer scientist recently gave a keynote address at the AI Hardware Summit where he predicted a forthcoming revolution in computer vision that could radically transform how Read more…
Rethinking ‘Open’ for AI
What does “open” mean in the context of AI? Must we accept hidden layers? Do copyrights and patents still hold sway? And do consumers have the right to opt out of data collection? These are the types of questions tha 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…
BigPanda Unveils Automated Incident Analysis Capability Powered by Generative AI
An emerging AIOps use case for generative AI is incident analysis for IT response teams. Identifying the root cause of incidents and anomalies in IT systems can be time and resource intensive, and complex alerts often go Read more…
Databricks Unleashes New Tools for Gen AI in the Lakehouse
Fresh off its announcement of the acquisition of MosaicML on Monday, Databricks today unleashed a torrent of new AI capabilities at its Data + AI Summit designed to enable its customers to create generative AI applicatio Read more…
Zilliz Unveils New Pricing Model, Bolsters Its Cloud Vector Database for LLM Apps
Zilliz is looking to become the preferred vector database choice for LLM-powered applications through strategic enhancements and a cost-effective new pricing model that now includes a free tier. The company just announce Read more…
Weights & Biases Embraces the LLM Boom with Two New AI Development Tools
Weights & Biases unveiled two new products at its inaugural in-person conference in San Francisco. The company is known for its AI and machine learning development tools, and it previously released a new suite of Read more…
Should Employees Own the Generative AI Tools that Enhance or Replace Them?
Employee-facing generative AI Tools are falling into two camps. There is the enhancement path as showcased by Microsoft Copilot effort where the AI tool significantly automates employee tasks, and the emerging field of c Read more…
AI Chatbots: A Hedge Against Inflation?
While inflation is down from its high of 9% last June, American companies are still grappling with rising costs. Companies that can raise their prices to balance the ledger are doing so, but others are addressing inflati Read more…
Hugging Face and Databricks Streamline Dataset Creation with Spark
Databricks and Hugging Face have unveiled a new integration that will allow users to create a Hugging Face dataset from an Apache Spark dataframe. Databricks has written and committed these Spark changes to the Huggin Read more…
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