insideBIGDATA
APRIL 2, 2025
Today, MLCommons announced new results for its MLPerf Inference v5.0 benchmark suite, which delivers machine learning (ML) system performance benchmarking. The rorganization said the esults highlight that the AI community is focusing on generative AI.
Analytics Vidhya
APRIL 2, 2025
RAG, or Retrieval-Augmented Generation, has received widespread acceptance when it comes to reducing model hallucinations and enhancing the domain-specific knowledge base of large language models (LLMs). Corroborating information produced by an LLM with external data sources has helped keep the model outputs fresh and authentic. However, recent findings in a RAG system have underscored the […] The post What is Bias in a RAG System?
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APRIL 2, 2025
Why are AI chatbots so intelligentcapable of understanding complex ideas, crafting surprisingly good short stories, and intuitively grasping what users mean? The truth is, we dont fully know. Large language models think in ways that dont look very human. Their outputs are formed from billions of mathematical signals bouncing through layers of neural networks powered by computers of unprecedented power and speed, and most of that activity remains invisible or inscrutable to AI researchers.
Analytics Vidhya
APRIL 2, 2025
March 2025 has been a pivotal month for Generative AI, with significant advancements propelling us closer to Artificial General Intelligence (AGI). From intelligent model releases like Gemini 2.5 Pro and ERNIE 4.5 to innovations in agentic AI with Manus AI, weve witnessed a rapid evolution in the AI landscape in the last month. All these […] The post March 2025 GenAI Launches: Are We on The Brink of AGI?
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
KDnuggets
APRIL 2, 2025
Go beyond the basics by adding these cool and useful Python functions to your programming toolbox.
insideBIGDATA
APRIL 2, 2025
AI compute company Cerebras Systems said it has been awarded a new contract from the Defense Advanced Research Projects Agency (DARPA) to develop a system combining their wafer scale technology with wafer scale co-packaged optics of Ottawa-based Ranovus to deliver.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
KDnuggets
APRIL 2, 2025
Let's discover what small language models (SLMs) are, how they can be used in RAG systems and applications, and when to use them over their large language counterparts.
APRIL 2, 2025
Uplimit launches AI learning agents that help enterprises boost employee skills with 94% completion rates while reducing training admin time by 75%, addressing the growing AI-driven skills gap.
Machine Learning Mastery
APRIL 2, 2025
Organizations increasingly adopt machine learning solutions into their daily operations and long-term strategies, and, as a result, the need for effective standards for deploying and maintaining machine learning systems has become critical.
APRIL 2, 2025
Introduction Software engineering stands at an inflection point. While previous technological shifts enhanced what developers could build, AI is fundamentally changing how we build. Amazon Q has driven a shift in how developers at Amazon approach software development.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
databricks
APRIL 2, 2025
Were excited to announce the General Availability of Lakeflow Connect for Salesforce and Workday.
O'Reilly Media
APRIL 2, 2025
On April 22, 2022, I received an out-of-the-blue text from Sam Altman inquiring about the possibility of training GPT-4 on OReilly books. We had a call a few days later to discuss the possibility. As I recall our conversation, I told Sam I was intrigued, but with reservations. I explained to him that we could only license our data if they had some mechanism for tracking usage and compensating authors.
Adrian Bridgwater for Forbes
APRIL 2, 2025
Kongs AI Gateway introduces features toreduce AI hallucinations and enhance AI governance.
Machine Learning Research at Apple
APRIL 2, 2025
Many robotics tasks, such as path planning or trajectory optimization, are formulated as optimal control problems (OCPs). The key to obtaining high performance lies in the design of the OCP's objective function. In practice, the objective function consists of a set of individual components that must be carefully modeled and traded off such that the OCP has the desired solution.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Dataconomy
APRIL 2, 2025
Sentient , a pioneer of decentralized artificial intelligence, says its going to bring incredibly powerful AI-powered search and reasoning capabilities to the masses by open-sourcing its upcoming Open Deep Search framework. Known as ODS, the software is designed to power Sentients decentralized generative AI chatbot, Sentient Chat , and will be soon made available to every AI developer a move that could see it integrated into hundreds of new AI applications.
AWS Machine Learning Blog
APRIL 2, 2025
The goal of this blog post is to show you how a large language model (LLM) can be used to perform tasks that require multi-step dynamic reasoning and execution. Examples of tasks that require dynamic reasoning and execution are answering questions of the form What is the average length of stay for patients with [specific condition] across different hospitals?
Dataconomy
APRIL 2, 2025
With Bitcoin surpassing $87,000 in March 2025, AI and data science have become essential tools in crypto trading, enabling the extraction of meaningful insights from complex market data. The Bitcoin price outlook is being reshaped by machine learning models, real-time analytics and sentiment-driven algorithms that enhance traditional charting methods.
Hacker News
APRIL 2, 2025
The US president announces a 10% tariff on all imports, with further measures targeting countries the White House call the "worst offenders"
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Dataconomy
APRIL 2, 2025
The Internet of Things (IoT) is one of the fastest-growing technologies, connecting devices and systems in once unimaginable ways. Over the past decades, it has expanded across industries from healthcare to manufacturing to smart homes and retail. According to Statista, the IoT market is expected to grow by $1,059 billion by 2025 , with the United States leading the board with $379 billion.
Hacker News
APRIL 2, 2025
A powerful mathematical technique is used to model melting ice and other phenomena. But it has long been imperiled by certain nightmare scenarios. A new proof has removed that obstacle.
Dataconomy
APRIL 2, 2025
Root mean square error (RMSE) is a fundamental tool in statistical analysis, particularly for evaluating how accurately a predictive model functions. Understanding RMSE is crucial for data scientists, statisticians, and anyone involved in forecasting or regression analysis. This metric can reveal insights about model performance, particularly when determining the quality of predictions.
Hacker News
APRIL 2, 2025
In notes to her husband, John Gregory Dunne, the writer reflected on her sessions with the psychiatrist Roger MacKinnon.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Dataconomy
APRIL 2, 2025
If youve been following the headlines, youre already aware that X, formerly known as Twitter, has reportedly suffered yet another massive data breach. This so-called X breach is making waves in the cybersecurity world, drawing comparisons to almost every major Twitter breach weve seen in the past. But what exactly happened this time, and how will it affect you?
APRIL 2, 2025
Associate Professor Evelina Fedorenko is working to decipher the internal structure and functions of the brains language-processing machinery.
Dataconomy
APRIL 2, 2025
The softmax function is a cornerstone in machine learning that empowers models to make sense of raw numerical outputs by converting them into meaningful probabilities. This transformation is particularly vital in multi-class classification tasks, where decisions must be made among three or more classes. By utilizing the softmax function, neural networks can present their predictions in a format thats easy to interpret, making it a critical element in modern AI applications.
APRIL 2, 2025
Anthropic introduced Claude for Education today, a specialized version of its AI assistant designed to develop students critical thinking skills rather than simply provide answers to their questions.
Speaker: Yohan Lobo and Dennis Street
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
Hacker News
APRIL 2, 2025
Yann LeCun, Meta's chief AI scientist and one of the pioneers of artificial intelligence, believes LLMs will be largely obsolete within five years.
databricks
APRIL 2, 2025
Are you a startup building core, customer-facing B2B products on Databricks? Then we have a Challenge for you! On the heels of our Generative AI.
Hacker News
APRIL 2, 2025
Earlier today, CEO Matt Mullenweg shared with Automattic employees the following message.
databricks
APRIL 2, 2025
Since our launch on Google Cloud Platform (GCP) in 2021, Databricks on Google Cloud has provided more than 1,500 joint customers with a tightly integrated.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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