insideBIGDATA
APRIL 17, 2025
Palo Alto, California April 17, 2025: RISA Labs has raised a $3.5M funding round to help healthcare organizations eliminate one of the most persistent barriers to timely cancer care: prior authorization delays. RISA Labs has already proven that faster care is possible by dramatically reducing manual workflows and administrative burden.
KDnuggets
APRIL 17, 2025
From idea to prototype in seconds — OpenUI lets you build, edit, and export UIs using just natural language. No design skills required!
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APRIL 17, 2025
Sam Altman is coming for Elon Musk. The OpenAI CEO’s latest venture is a new social media platform to rival X, which Musk acquired in October 2022 for $44 billion. Both titans anticipate that social media platforms can give them an edge in training and marketing their AI products ChatGPT and Grok respectively. One [.]Read More.
Dataconomy
APRIL 17, 2025
So, you’re a marketer trying to stay ahead in an industry where AI is rewriting the rules every day. You’ve trained your team, perfected your processes, and yetsomething’s still missing. Your campaigns feel generic despite using “AI-powered” tools You’re spending more time fixing AI outputs than actually strategizing That promised efficiency boost?
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 17, 2025
These oddball Python functions might seem pointless. until you realize how surprisingly useful they really are.
databricks
APRIL 17, 2025
Today, we are thrilled to welcome the Fennel team to Databricks.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Dataconomy
APRIL 17, 2025
Explainable AI is transforming how we view artificial intelligence systems, specifically regarding their decision-making processes. As AI continues to permeate various sectors, the need for understanding how these systems arrive at specific outcomes grows ever more critical. explainable AI addresses this necessity, offering a framework that enhances fairness, accountability, and transparency in AI applications.
Machine Learning Mastery
APRIL 17, 2025
Quantization might sound like a topic reserved for hardware engineers or AI researchers in lab coats.
Dataconomy
APRIL 17, 2025
In an industry powered by automation, algorithms, and predictive models, the focus often lands on building smarter systems and faster solutions. But as we race to integrate AI into every aspect of life, theres a human component that tech cant replace: real-world readiness. While tech teams, analysts, and engineers often optimize environments for performance, uptime, and security, few consider what happens when the issue isnt software failurebut a human emergency.
APRIL 17, 2025
This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. The Salesforce AI Model Serving team is working to push the boundaries of natural language processing and AI capabilities for enterprise applications. Their key focus areas include optimizing large language models (LLMs) by integrating cutting-edge solutions, collaborating with leading technology providers, and driving performance e
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.
Dataconomy
APRIL 17, 2025
Frchet inception distance (FID) is a critical metric in the realm of image generation, particularly when evaluating the efficacy of generative adversarial networks (GANs). It helps researchers and developers assess how realistic and diverse the generated images are, providing insights that guide enhancements in these complex models. Understanding FID is integral for anyone working within the fields of artificial intelligence and computer vision, as it sheds light on the performance of generative
Hacker News
APRIL 17, 2025
Recently revealed text in legal briefs tells a damning story about the company, in its employees own words
Dataconomy
APRIL 17, 2025
The European Innovation Council (EIC) Summit took place in Brussels on April 2nd and 3rd, 2025. This significant event brought together key figures from across the European innovation landscape, including policymakers, entrepreneurs, researchers, and investors, to discuss how Europe can strengthen its position as a global innovation leader. As an attendee and jury member for the EU Prize for Women Innovators , I closely followed the various sessions and observed a strong focus on identifying the
APRIL 17, 2025
Do you say "Please" or "Thank you" to ChatGPT?
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 17, 2025
The Population Stability Index (PSI) is an essential tool in the realm of predictive modeling, offering insights into how populations change over time. Understanding these shifts in data distributions is crucial for maintaining the performance of predictive models. As organizations seek to achieve accurate and reliable forecasting, PSI serves as a guide to navigate the complexities associated with demographic changes and their impact on model efficacy.
Hacker News
APRIL 17, 2025
The ruling was the second time in a year that a federal court had found that Google had acted illegally to maintain its dominance.
Dataconomy
APRIL 17, 2025
Gemma is an exciting development in the realm of open-source AI, created to empower developers with access to customizable generative AI models. Designed by Google DeepMind, Gemma represents a significant effort to contribute to the growing landscape of AI technology, making it more adaptable and accessible to a wider range of users. As developers increasingly seek tools to enhance their applications, Gemma offers a platform that balances ease of use with advanced capabilities.
Hacker News
APRIL 17, 2025
Homeland Security Secretary Kristi Noem accused the institution of "threatening national security"
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 17, 2025
Reasoning engines are at the forefront of artificial intelligence innovation, capable of mimicking human logical reasoning to solve complex problems. Their integration into modern AI systems has made them invaluable across various domains, from healthcare to finance. Understanding the inner workings of a reasoning engine reveals how these systems enhance decision-making and automate processes.
Hacker News
APRIL 17, 2025
Gemini 2.5 Flash, is now in preview, offering improved reasoning while prioritizing speed and cost efficiency for developers.
Dataconomy
APRIL 17, 2025
Embedded analytics is transforming how organizations leverage data by seamlessly integrating analytical capabilities within business applications. This integration allows users to access real-time data insights directly within their workflows, promoting an agile, data-driven environment. As companies strive for operational excellence, embedded analytics emerges as a crucial tool for enhancing decision-making and efficiency across various sectors.
APRIL 17, 2025
Theres a somewhat concerning new trend going viral: People are using ChatGPT to figure out the location shown in pictures. This week, OpenAI released its newest AI models, o3 and o4-mini, both of which can uniquely reason through uploaded images.
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 17, 2025
Model robustness is a critical aspect of machine learning that ensures models perform consistently across various conditions, supporting practical applications in diverse fields. The ability to withstand perturbationswhether from noisy data inputs or intentional adversarial attacksdetermines a model’s utility in real-world scenarios. As the landscape of machine learning evolves, understanding and enhancing model robustness becomes increasingly essential for reliable outcomes.
Hacker News
APRIL 17, 2025
Community colleges have been dealing with an unprecedented phenomenon: fake students bent on stealing financial aid funds. While it has caused chaos at many colleges, some Southwestern faculty feel their leaders havent done enough to curb the crisis.
Dataconomy
APRIL 17, 2025
Zipf’s law showcases the intriguing balance within language, highlighting an underlying order amidst apparent randomness. This statistical principle reveals that in any linguistic corpus, the most frequently used words dominate the communication landscape more than the less frequent ones. By examining these patterns, we can gain insight into the dynamics of language and how humans interact with it.
Analytics Vidhya
APRIL 17, 2025
Retrieval-Augmented Generation (RAG) systems enhance generative AI capabilities by integrating external document retrieval to produce contextually rich responses. With the release of GPT 4.1, characterized by exceptional instruction-following, coding excellence, long-context support (up to 1 million tokens), and notable affordability, building agentic RAG systems becomes more powerful, efficient, and accessible.
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.
Dataconomy
APRIL 17, 2025
Dimensionality reduction is a fascinating field in data science that allows complex data sets to be transformed into simpler forms without losing their inherent structure. In a world where data is rapidly generated and accumulated, the ability to distill important features from a vast array of variables can significantly enhance the efficiency and effectiveness of data analysis and machine learning models.
Hacker News
APRIL 17, 2025
Encryption is not a crime, encryption protects all of us. Encryption, and especially end-to-end encryption, is an essential tool to protect everyone online. Attempts to undermine encryption are an attack to our fundamental right to privacy and an attack to our inherent right to security and safety.
Dataconomy
APRIL 17, 2025
Support vector machines (SVM) are at the forefront of machine learning techniques used for both classification and regression tasks. Their unique approach allows SVM to find the most suitable hyperplane that separates data points in high-dimensional space, making them effective for various applications including image recognition and text classification.
Hacker News
APRIL 17, 2025
Guess the year real-world photos were taken. Test your history knowledge with a daily challenge featuring a new set of photos each day.
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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