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You know how, back in the day, we used simple wordcount tricks to represent text? Well, things have come a long way since then. Now, when we talk about the evolution of embeddings, we mean numerical snapshots that capture not just which words appear but what they really mean, how they relate to each other […] The post 14 Powerful Techniques Defining the Evolution of Embedding appeared first on Analytics Vidhya.
Rite Aid data breach investigations rarely make it onto a familys weekend todo list, yet a few minutes of paperwork today could translate into thousands of dollars of compensation tomorrow. A hacker working with the RansomHub gang slipped into the pharmacy chains network on June62024 and walked away with the personal information of 2.2million customers.
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.
Anthropic's groundbreaking study analyzes 700,000 conversations to reveal how AI assistant Claude expresses 3,307 unique values in real-world interactions, providing new insights into AI alignment and safety.
Three years ago, I was part of a team responsible for developing and maintaining Kubernetes clusters for end user customers. A main source for downtime in customer environments occurred when image registries went down. The traditional way to solve this problem is to set up a stateful mirror, however we had to work within customer budget and time constraints which did not allow it.
OpenAI Codex CLI is an opensource command-line tool that brings the power of OpenAIs latest reasoning models directly to your terminal. Think of it as a lightweight AI coding assistant that lives in your shell: it can read your code, modify files, and even execute commands in your project environment. This means you can ask […] The post I Tried to Build Image Captioning App With OpenAI Codex CLI appeared first on Analytics Vidhya.
Apple researchers are advancing machine learning (ML) and AI through fundamental research that improves the worlds understanding of this technology and helps to redefine what is possible with it. To support the broader research community and help accelerate progress in this field, we share much of our research through publications, open source resources, and engagement at conferences.
Apple researchers are advancing machine learning (ML) and AI through fundamental research that improves the worlds understanding of this technology and helps to redefine what is possible with it. To support the broader research community and help accelerate progress in this field, we share much of our research through publications, open source resources, and engagement at conferences.
Play against Allie on lichess ! Introduction In 1948, Alan Turning designed what might be the first chess playing AI , a paper program that Turing himself acted as the computer for. Since then, chess has been a testbed for nearly every generation of AI advancement. After decades of improvement, today’s top chess engines like Stockfish and AlphaZero have far surpassed the capabilities of even the strongest human grandmasters.
When David Mesfin was producing his documentary on Black surfing culture, Wade in the Water , back in 2023, he had a problem. Like millions of other people since ChatGPT and other GenAI tools emerged in late 2022, Mesfin was experimenting and using these tools to generate imagery for the film. But the results were always the same: white surfers with darkened skin, says Mesfin, a creative director at ad agency Innocean.
ASUS has released a patch for a critical-severity vulnerability, tracked as CVE-2025-2492 , affecting certain routers with AiCloud enabled. This flaw, rated 9.2/10, allows threat actors to execute functions on exposed devices remotely and without authorization via a custom-tailored request. AiCloud is a feature integrated into many ASUS routers, transforming the home network into a personal cloud server.
Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.
Quantizing large language models has become a standard way to reduce their memory and computational costs. Typically, existing methods focus on breaking down the problem into individual layer-wise sub-problems, and minimizing per-layer error, measured via various metrics. Yet, this approach currently lacks theoretical justification and the metrics employed may be sub-optimal.
AI models keep getting smarter, but which one truly reasons under pressure? In this blog, we put o3, o4-mini, and Gemini 2.5 Pro through a series of intense challenges: physics puzzles, math problems, coding tasks, and real-world IQ tests. No hand-holding, no easy winsjust a raw test of thinking power. Well break down how each […] The post o3 vs o4-mini vs Gemini 2.5 pro: The Ultimate Reasoning Battle appeared first on Analytics Vidhya.
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.
Large language models are incredibly powerful, yet deeply mysterious. Despite their stunning fluency in everything from code to poetry, we still don’t fully understand how they represent meaning or generate responses. What actually happens inside that massive tangle of weights and tokens? A new research paper titled “ The Quantum LLM ” proposes a bold idea: maybe we can make sense of LLMs by borrowing the language of quantum mechanics.
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
Author(s): Luis Ramirez Originally published on Towards AI. For industrial equipment the default approach is preventive maintenance, which involves servicing equipment on a fixed schedule, such as monthly or semi-annually. While better than reactive maintenance (fixing equipment after failure), this one-size-fits-all strategy has significant drawbacks.
Large language models (LLMs) have become integral to numerous applications across industries, ranging from enhanced customer interactions to automated business processes. Deploying these models in real-world scenarios presents significant challenges, particularly in ensuring accuracy, fairness, relevance, and mitigating hallucinations. Thorough evaluation of the performance and outputs of these models is therefore critical to maintaining trust and safety.
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?
What if automating a desktop wasnt about scripting click patterns, but about giving your operating system an intelligent team of agents? Thats the core idea behind UFO2 , Microsofts newest open-source system that pushes beyond current Computer-Using Agents (CUAs) and reinvents automation as a first-class OS abstraction. It turns your desktop into an intelligent control panel where language-driven tasks are executed natively, reliably, and with minimal disruption to your workflow.
This post is divided into two parts; they are: Contextual Keyword Extraction Contextual Text Summarization Contextual keyword extraction is a technique for identifying the most important words in a document based on their contextual relevance.
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!
The Fast Company Impact Council is an invitation-only membership community of leaders, experts, executives, and entrepreneurs who share their insights with our audience. Members pay annual dues for access to peer learning, thought leadership opportunities, events and more. It’s been five years since the intense early days of the COVID-19 pandemic and the first round of lockdowns that mandated work-from-home for companies around the world.
Prompt injection is an emerging concern in the realm of cybersecurity, especially as AI systems become increasingly integrated into various applications. This nuanced attack vector particularly targets Large Language Models (LLMs), exploiting the way these models interpret user input. Understanding the mechanics behind prompt injection is crucial for organizations looking to safeguard their AI systems and maintain trust in their outputs.
Explore how generative AI like Dvaita can defend your systemsor destroy themdepending only on the prompt. Learn how to govern LLMs before theyflip! Your Smartest Security Assistant. Your Most Obedient InsiderThreat. DVAITAThe Dual Role of AI in Cybersecurity Dvaita Sanskrit for duality doesnt wear a hoodie. It doesnt sleep. It doesntforget. It was built to defend your digital fortresstrained on logs, alerts, playbooks, and incident reports going back years.
AI data platform company Hammerspace announced that several venture investors have invested $100 million in growth capital in the company. Altimeter Capital, which inveted in Meta, MongoDB, NVIDIA, Snowflake and Uber, led the Series B round.
Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Meta is ramping up its AI-driven age detection on Instagram, expanding its use of artificial intelligence to identify underage users and automatically adjust their account settings. The feature, initially announced in 2024, will begin testing in the US starting today. Instagram’s AI system looks for signals indicating users are under 18, such as congratulatory messages from friends on birthdays or engagement patterns with content.
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.
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