Securing Machine Learning Applications with Authentication and User Management
KDnuggets
MAY 5, 2025
A step-by-step guide to securing a FastAPI machine learning applications' endpoints with native authentication and user management.
KDnuggets
MAY 5, 2025
A step-by-step guide to securing a FastAPI machine learning applications' endpoints with native authentication and user management.
Hacker News
MAY 6, 2025
The U.S. Federal Trade Commission (FTC) on Monday released new documentation detailing its new "Rule on Unfair or Deceptive Fees."The rule, set to take The U.S. Federal Trade Commission released a FAQ document clarifying its rule hidden fees for live events, hotels, and short-term rentals.
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MAY 4, 2025
The CEO of one of the world's leading artificial intelligence labs just said the quiet part out loud: that nobody really knows how AI works. In an essay published to his personal website , Anthropic CEO Dario Amodei announced plans to create a robust "MRI on AI" within the next decade.The goal is not only to figure out what makes the technology tick, but also to head off any unforeseen dangers associated with what he says remains its currently enigmatic nature.
databricks
MAY 5, 2025
Why migrate from Netezza to Databricks? The limitations of traditional enterprise data warehouse (EDW) appliances like Netezza are becoming increasingly apparent.
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.
Machine Learning Research at Apple
MAY 8, 2025
We present Matrix3D, a unified model that performs several photogrammetry subtasks, including pose estimation, depth prediction, and novel view synthesis using just the same model. Matrix3D utilizes a multi-modal diffusion transformer (DiT) to integrate transformations across several modalities, such as images, camera parameters, and depth maps. The key to Matrix3Ds large-scale multi-modal training lies in the incorporation of a mask learning strategy.
KDnuggets
MAY 5, 2025
Learn how to implement a parallelization process in your data pipeline.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Hacker News
MAY 8, 2025
Login credentials belonging to an employee at both the Cybersecurity and Infrastructure Security Agency and the Department of Government Efficiency have appeared in multiple public leaks from info-stealer malware, a strong indication that devices belonging to him have been hacked in recent years. Kyle Schutt is a 30-something-year-old software engineer who, according to Dropsite News , gained access in February to a core financial management system belonging to the Federal Emergency Management A
databricks
MAY 5, 2025
The imperative for modernization Traditional database solutions like SQL Server have struggled to keep up with the demands of modern data workloads due to a
Dataconomy
MAY 8, 2025
Machine learning model accuracy plays a crucial role in determining how well a model performs in real-world applications. In a data-driven landscape, accurately predicting outcomes can significantly affect decision-making and operational efficiency. Understanding what defines accuracy and how it is measured helps businesses and researchers assess the effectiveness of their models in making reliable predictions.
KDnuggets
MAY 5, 2025
Master element-wise operations, comparisons, logic, aggregation, and broadcasting using NumPy ufuncs for high-performance array processing.
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.
MAY 9, 2025
An AI leaderboard suggests the newest reasoning models used in chatbots are producing less accurate results because of higher hallucination rates.
Hacker News
MAY 6, 2025
A welcome upgrade.
databricks
MAY 7, 2025
As organizations consolidate analytics workloads to Databricks, they often need to adapt traditional data warehouse techniques.
Analytics Vidhya
MAY 5, 2025
If you’re an AI enthusiast like me, you have probably had many sleepless nights. It’s challenging to keep up with all AI updates. Last week, a major event took place: Metas first-ever LlamaCon. The event started with the launch of Metas new app. Then, they announced a developer support system for Llama 4 models. Overall, […] The post 5 Insights by Satya Nadella and Mark Zuckerberg on the Future of AI appeared first on Analytics Vidhya.
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
MAY 9, 2025
Microsoft employees are banned from using the DeepSeek app due to concerns over data security and potential exposure to Chinese propaganda, according to Microsoft Vice Chairman and President Brad Smith, who testified before a Senate hearing on May 8, 2025. Smith stated that Microsoft does not allow its employees to use DeepSeek’s application service, available on both desktop and mobile platforms, citing risks associated with data storage in China and the potential for DeepSeek’s res
MAY 5, 2025
Last month, an A.I. bot that handles tech support for Cursor, an up-and-coming tool for computer programmers, alerted several customers about a change in company policy. It said they were no longer allowed to use Cursor on more than just one computer.
Hacker News
MAY 5, 2025
A new proof represents the culmination of a 65-year-old story about anomalous shapes in special dimensions.
databricks
MAY 5, 2025
Before making architectural decisions, its worth revisiting the broader migration strategy.
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.
Analytics Vidhya
MAY 4, 2025
What if you could ask Warren Buffett about a stock, market trends, or long-term investing, anytime you wanted? With reports suggesting he may soon step down as CEO of Berkshire Hathaway, its a good moment to reflect on the lasting value of his principles. For decades, Buffett has been a steady voice in investing, known […] The post Build Your Own Warren Buffett Agent in 5 Minutes appeared first on Analytics Vidhya.
Machine Learning Mastery
MAY 6, 2025
A few years ago, training AI models required massive amounts of labeled data.
MAY 4, 2025
When pigeons outnumber pigeonholes, some birds must double up. This obvious statement, and its inverse, have deep connections to many areas of math and computer science.
Hacker News
MAY 4, 2025
IN A NUTSHELL Mark Zuckerberg mobilized his two superyachts, the Launchpad and the Wingman, for a spectacular journey to Norway’s fjords. The yachts served as a floating base for an extravagant heliskiing adventure, bypassing Norway’s strict helicopter landing regulations.
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?
databricks
MAY 5, 2025
Modernize your data warehouse by migrating to Databricks Legacy enterprise data warehouses (EDWs) are becoming a bottleneck for businesses aiming to scale operations and adopt
Analytics Vidhya
MAY 4, 2025
AI agents are now a part of enterprises big and small. From filling forms at hospitals and checking legal documents to analyzing video footage and handling customer support – we have AI agents for all kinds of tasks. Companies often spend hundreds of thousands of dollars on hiring customer support staff who can understand the […] The post How to Build an Intelligent FAQ Chatbot Using Agentic RAG and LangGraph appeared first on Analytics Vidhya.
Dataconomy
MAY 5, 2025
Apple is working to replace Qualcomm’s cellular modems and Broadcom’s networking chips with its own in-house technology, starting with the C1 modem in the iPhone 16e earlier this year. The company’s first step in this journey is to take control of the chips used in its devices. The C1 modem, while efficient, doesn’t support 5G mmWave and some wavelengths used by Qualcomm modems.
MAY 4, 2025
Bradford Smith, an ALS patient, is the third patient to receive a Neuralink implant. This tech has allowed him to edit and upload a YouTube video, and even help him synthesize his voice using AI.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Hacker News
MAY 4, 2025
meshoptimizer implements several geometry compression algorithms that are designed to take advantage of redundancies common in mesh data and decompress quickly - targeting many gigabytes per second in decoding throughput. One of them, index decoder, has seen a significant and unexpected variance in performance across multiple compilers and compiler releases recently; upon closer investigation, the differences can mostly be attributed to the same microarchitectural detail that is not often talked
databricks
MAY 5, 2025
As more organizations adopt lakehouse architectures, migrating from legacy data warehouses like Oracle to modern platforms like Databricks has become a common priority.
Towards AI
MAY 5, 2025
Last Updated on May 6, 2025 by Editorial Team Author(s): Kaushik Holla Originally published on Towards AI. Source: By the Author; Generated using GPT 4o Its been little over two years now since I started integrating LLMs into business applications to achieve product KPIs and goalsand its been one wild ride. Over these years, I have been in situations where I have tried almost every prompting technique out there like Zero-shot, few-shot, role-based, step-by-step etc.
Dataconomy
MAY 8, 2025
LLM red teaming plays a critical role in enhancing the safety and ethical standards of large language models. As these models increasingly influence communication and decision-making, ensuring their integrity is vital. By simulating adversarial scenarios, red teaming aims to identify weaknesses that could lead to undesirable outcomes in real-world applications.
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
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