Tag: LLM
AtScale Launches Public Leaderboard for Evaluating Text-to-SQL Solutions
As the demand for natural language data queries continues to grow, so does the need for a standardized way to evaluate Text-to-SQL (T2SQL) solutions. Despite rapid advancements in T2SQL technologies, the industry has Read more…
Google’s New AI Tool Uncovers Critical Zero-Day Vulnerability in SQLite
As cyber threats grow more sophisticated, the need for innovative tools to enhance vulnerability detection has never been greater. Cybersecurity companies like Palo Alto, Fortinet, and CrowdStrike have responded by incor Read more…
WEKA Keeps GPUs Fed with Speedy New Appliances
GPUs have an insatiable desire for data, and keeping those processors fed can be a challenge. That’s one of the big reasons that WEKA launched a new line of data storage appliances last week that can move data at up to Read more…
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…
Reltio Gooses Entity Resolution with AI
With the latest update to its data unification and management software, Reltio is employing one-shot learning techniques using large language models (LLMs) to resolve identities of objects in organizations' data, which w Read more…
MOSTLY AI Launches Synthetic Text Generator to Tackle Critical AI Training and Data Challenges
Finding data to train AI models has become a major headache for enterprises, as they have largely exhausted the most useful publicly available datasets. While organizations possess valuable proprietary data that cou Read more…
Dataiku Launches LLM Guard Services to Provide a Unified Framework for GenAI Success
In today’s dynamic technological landscape, organizations are racing to leverage the power of GenAI to gain a competitive edge, underscoring the critical need for efficient integration of these solutions into their ope Read more…
How GenAI Will Impact Jobs In the Real World
There’s been a lot of fear, uncertainty, and doubt (FUD) about the potential for generative AI to take people’s jobs. The capability of large language models (LLMs) to answer questions and handle digital tasks when p 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…
AtScale Claims Text-to-SQL Breakthrough with Semantic Layer
One of the bottlenecks in getting value out of generative AI is the difficulty in turning natural language into SQL queries. Without detailed contextual understanding of the data, the text is converted into SQL that does Read more…
Active Metadata – The New Unsung Hero of Successful Generative AI Projects
In the rapidly advancing world of technology, one silent powerhouse is revolutionizing how organizations manage and utilize data: active metadata. As generative AI (GenAI) and large language models (LLMs) become integral Read more…
As AI Races Ahead, KNIME Ensures You Can Still Look Back
As the AI Act goes into effect in Europe, companies around the world are waking up to the reality that they must get serious about AI governance. The good news for organizations that rely on data science software from KN Read more…
Google Revs Cloud Databases, Adds More GenAI to the Mix
Google Cloud has been stuck in third place among the cloud bigs for years, but it’s banking on a slew of database and AI enhancements unveiled at its Next Tokyo ‘24 conference today to help differentiate its offering Read more…
Are We Running Out of Training Data for GenAI?
The advent of generative AI has supercharged the world’s appetite for data, especially high-quality data of known provenance. However, as large language models (LLMs) get bigger, experts are warning that we may be runn Read more…
Iterative Unveils DataChain to Revolutionize Unstructured Data Management with AI Models
Iterative, a startup dedicated to improving and streamlining workflows for AI engineers, has unveiled DataChain, a new open-source tool for the evaluation and processing of unstructured data. The startup claims that Read more…
Model Fatigue: Why New Doesn’t Always Mean Better
Doesn’t it seem like there’s a new machine learning model introduced every week? That’s probably because there is. From Sora to LLaMA-3 and Claude 2, models today come in all shapes and sizes—open source, off Read more…
LexisNexis Accelerates Business Research with GenAI
LexisNexis says its new generative AI solution will save hours of time for customers who are conducting research using the company’s massive repository of news, legal filings, and other business information. Dubbed Nex Read more…
Coming to Grips with Prompt Lock-In
Nothing stays still for long in the world of GenAI. The system prompts you’ve written for GPT-4 or Llama-3 8B give you one answer today, but may tell you something different tomorrow. This is the danger of a condition Read more…
Closing the GenAI Skills Gap
We’re at an interesting moment in the generative AI adoption curve. Companies clearly want workers who are skilled in GenAI. However, they are not yet actively training workers in GenAI in large numbers. That is someth Read more…
Anthropic Looks To Fund Advanced AI Benchmark Development
Since the launch of ChatGPT, a succession of new large language models (LLMs) and updates have emerged, each claiming to offer unparalleled performance and capabilities. However, these claims can be subjective as the res Read more…
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