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ML and AI Model Explainability and Interpretability

Analytics Vidhya

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

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L’Oréal: Making cosmetics sustainable with generative AI

AI News

LOral will leverage IBM’s generative AI (GenAI) technology to create innovative and sustainable cosmetic products. The partnership will involve developing a bespoke AI foundation model to supercharge LOrals Research & Innovation (R&I) teams in creating eco-friendly formulations using renewable raw materials. In turn, this initiative is designed to reduce both energy and material waste.

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10 Best AI Accessibility Tools for Websites (January 2025)

Unite.AI

Web accessibility has become essential for businesses as digital inclusion moves from optional to mandatory. With over 1 billion people worldwide living with disabilities and increasing legal requirements around digital accessibility, organizations need effective tools to make their online presence accessible to everyone. Here are some of the top leading AI-powered accessibility solutions that help businesses create inclusive digital experiences while maintaining compliance with accessibility st

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Do LLM coding benchmarks measure real-world utility?

Ehud Reiter

I recently wrotea blog which (amongst other things) complained that LLM benchmarks did not measure real-world utility. A few people responded that they thought coding benchmarks might be an exception, since many software developers use LLMs to help them create software. A key point is that LLM benchmarks measure very different things from studies that evaluate real-world utility.

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7 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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Quantum Computing Could Achieve Singularity In 2025—A ChatGPT Moment

Flipboard

There are more eyes on quantum computing (QC) today than there were on generative AI the day before ChatGPT was released in November 2022. This should give everyone pause as to what is possible for QC in 2025. Lets dive in.

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2025: AI’s Crossroads – From Hype to Accountability

Unite.AI

Theranos and FTX werent just scandalsthey were wake-up calls. They exposed what happens when hype outruns substance, leaving a trail of shattered trust and catastrophic losses. In 2025, artificial intelligence stands at a similar crossroads. The divide between bold claims and actual capabilities has grown impossible to ignore. If AI is to deliver on its transformative promise, the time has come to cut through the noise, demand accountability, and separate genuine breakthroughs from hype and frau

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UK Government signs off sweeping AI action plan  

AI News

AI is set to become a cornerstone of the UKs vision for economic and societal renewal with a sweeping action plan unveiled today by Prime Minister Keir Starmer. The government has committed to all 50 recommendations outlined in the ambitious AI Opportunities Action Plan created by Matt Clifford CBE, tech entrepreneur and chair of the Advanced Research and Invention Agency.

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NVIDIA GTC 2025: Quantum Day to Illuminate the Future of Quantum Computing

NVIDIA

Quantum computing is one of the most exciting areas in computer science, promising progress in accelerated computing beyond whats considered possible today. Its expected that the technology will tackle myriad problems that were once deemed impractical, or even impossible to solve. Quantum computing promises huge leaps forward for fields spanning drug discovery and materials development to financial forecasting.

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AI Mistakes Are Very Different Than Human Mistakes

Flipboard

Humans make mistakes all the time. All of us do, every day, in tasks both new and routine. Some of our mistakes are minor and some are catastrophic. Mistakes can break trust with our friends, lose the confidence of our bosses, and sometimes be the difference between life and death. Over the millennia, we have created security systems to deal with the sorts of mistakes humans commonly make.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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OpenAI’s New Function Calling Guide

Analytics Vidhya

OpenAI has announced the release of its brand-new Function Calling Guide, designed to help developers extend the capabilities of OpenAI models by integrating custom tools and functions. Based on extensive user feedback, the guide has been revamped to be 50% shorter and clearer, featuring new best practices, in-doc function generation, and a fully functional example […] The post OpenAI’s New Function Calling Guide appeared first on Analytics Vidhya.

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From Intent to Execution: How Microsoft is Transforming Large Language Models into Action-Oriented AI

Unite.AI

Large Language Models (LLMs) have changed how we handle natural language processing. They can answer questions, write code, and hold conversations. Yet, they fall short when it comes to real-world tasks. For example, an LLM can guide you through buying a jacket but cant place the order for you. This gap between thinking and doing is a major limitation.

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Cisco: Securing enterprises in the AI era

AI News

As AI becomes increasingly integral to business operations, new safety concerns and security threats emerge at an unprecedented paceoutstripping the capabilities of traditional cybersecurity solutions. The stakes are high with potentially significant repercussions. According to Ciscos 2024 AI Readiness Index , only 29% of surveyed organisations feel fully equipped to detect and prevent unauthorised tampering with AI technologies.

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Amazon Nova Foundation Models: Redefining Price and Performance in Generative AI

Unite.AI

Generative AI transforms industries by enabling unique content creation, automating tasks, and leading innovation. Over the past decade, Artificial Intelligence (AI) has achieved remarkable progress. Technologies like OpenAIs GPT-4 and Googles Bard have set new benchmarks for generative AI capabilities. These advancements have enabled businesses to simplify complex operations, enhance customer engagement, and boost efficiency.

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Optimizing The Modern Developer Experience with Coder

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.

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AI giants pay thousands for creators’ unused footage to train models

AI News

The race for AI video training has taken an unexpected turn. Major tech companies are now paying content creators thousands of dollars for their unused footage, marking a significant shift in how artificial intelligence companies acquire training data. In a revealing report from Bloomberg , tech giants including Google, OpenAI, and Moonvalley are actively seeking exclusive, unpublished video content from YouTubers and digital content creators to train AI algorithms.

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Microsoft advances materials discovery with MatterGen

AI News

The discovery of new materials is key to solving some of humanity’s biggest challenges. However, as highlighted by Microsoft , traditional methods of discovering new materials can feel like finding a needle in a haystack. Historically, finding new materials relied on laborious and costly trial-and-error experiments. More recently, computational screening of vast materials databases helped to speed up the process, but it remained a time-intensive process.

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Are AI-Powered Traffic Cameras Watching You Drive?

Unite.AI

Artificial intelligence (AI) is everywhere today. While thats an exciting prospect to some, its an uncomfortable thought for others. Applications like AI-powered traffic cameras are particularly controversial. As their name suggests, they analyze footage of vehicles on the road with machine vision. Theyre typically a law enforcement measure police may use them to catch distracted drivers or other violations, like a car with no passengers using a carpool lane.

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Meet Your New AI Email Assistant, Powered by LangChain

Analytics Vidhya

2024 is shaping up to be a great year for AI agents. Everyones talking about how these systems are stepping up to make our lives easier, smarter, and more efficient. From drafting emails to managing workflows, AI agents are no longer just a futuristic concepttheyre here, and theyre evolving fast. But as they become more […] The post Meet Your New AI Email Assistant, Powered by LangChain appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Sora vs Veo 2: Which One Creates More Realistic Videos?

Analytics Vidhya

In the competitive world of AI video generation, Googles Veo 2 and OpenAIs Sora are two leading contenders. Both tools are designed to generate high-quality, AI-driven videos, but they differ significantly in terms of realism, features, and costs. When choosing the right video generator for your task, it is essential to thoroughly test and evaluate […] The post Sora vs Veo 2: Which One Creates More Realistic Videos?

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Phrasly Review: Can It Really Make AI Content Sound Human?

Unite.AI

Have you ever wondered if AI-generated content could truly sound human? I recently came across Phrasly , and it's proving to be possible to blend the efficiency of AI with the authenticity of human-like writing! In this Phrasly review, I'll discuss the pros and cons, what it is, who it's best for, and its key features. Then, I'll show you how I used Phrasly to use all three of its primary features to generate, humanize, and detect AI.

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DeepSeek Takes on ChatGPT: App Powered by DeepSeek V3 Now Live!

Analytics Vidhya

Until now, ChatGPT was the only major chatbot with a dedicated app interface. But hold onthings just got a lot more interesting!DeepSeekhas entered the arena with its own app, powered by the formidableDeepSeek V3 model. Known for outperforming OpenAIs GPT-4o in several benchmarks, DeepSeek V3 is a true powerhouse. Will ChatGPT remain the “go-to app” […] The post DeepSeek Takes on ChatGPT: App Powered by DeepSeek V3 Now Live!

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1% Sunlight, 100% Impact: Andrew Ng’s AI Climate Simulator

Analytics Vidhya

The battle against global warming has taken a significant step forward with the launch of aninnovative AI Climate Simulator, developed by Andrew Ngand a team of experts. This tool allows users to explore how geoengineering techniques, such asStratospheric Aerosol Injection (SAI), could help address the growing climate crisis. The urgency is clear:global warming is accelerating […] The post 1% Sunlight, 100% Impact: Andrew Ngs AI Climate Simulator appeared first on Analytics Vidhya.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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US-China AI chip race: Cambricon’s first profit lands

AI News

The US-China AI chip race has entered a new phase as Chinese chip designer Cambricon Technologies reports its first-ever quarterly profit. The milestone emerges against a backdrop of escalating US export controls that have increasingly restricted Chinese companies’ access to advanced semiconductor technology, particularly Nvidia’s sophisticated AI processors.

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Agentic AI: The Future of Autonomous Decision-Making

Unite.AI

The human brain is the biggest energy consumer in the body , and we tend to reduce energy consumption and try to minimize cognitive load. We are inherently lazy, always seeking ways to automate even the most minor tasks. True automation means not having to lift a finger to get things done. This is where agentic AI shines, the term “agentic” is derived from the concept of an “agent,” which in AI parlance, is an entity capable of performing tasks independently.

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Gudie on Prompting with DSPy

Analytics Vidhya

DSPy, or Declarative Self-improving Language Programs, revolutionizes how developers interact with Large Language Models (LLMs). By abstracting the intricacies of prompt engineering, it enables users to develop, test, and improve their apps more effectively and dependably. This comprehensive tutorial delves deeply into DSPy, offering thorough insights to assist you in getting started and creating potent […] The post Gudie on Prompting with DSPy appeared first on Analytics Vidhya.

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4M Tokens? MiniMax-Text-01 Raises the Bar, Beating DeepSeek V3

Analytics Vidhya

Chinese AI labs are making steady progress in the AI race. Models like DeepSeek-V3 and Qwen 2.5 are giving tough competition to GPT-4o, Claude, and Grok. How are these Chinese models better? They stand out for their cost efficiency, openness, and high performance. Many are open-source and available under commercially permissive licenses, making them accessible […] The post 4M Tokens?

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Automate Blog to Twitter Thread using Gemini-2.0, LangChain, and Streamlit

Analytics Vidhya

In today’s digital landscape, content repurposing has become crucial for maximizing reach and engagement. One effective strategy is transforming long-form content like blog posts into engaging Twitter threads. However, manually creating these threads can be time-consuming and challenging. In this article, we’ll explore how to build an application to automate blog to Twitter thread creation […] The post Automate Blog to Twitter Thread using Gemini-2.0, LangChain, and Streamlit a

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5 Ways to Use ChatGPT’s Scheduled Task Feature

Analytics Vidhya

ChatGPT has recently launched a scheduled tasks feature that lets users automatically run pre-scheduled prompts to get notifications or responses from ChatGPT as per a set time. For instance, you can set up scheduled tasks asking ChatGPT to curate a newsletter for you every morning, or create a daily schedule on your workdays, or send […] The post 5 Ways to Use ChatGPT’s Scheduled Task Feature appeared first on Analytics Vidhya.

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OpenAI has created an AI model for longevity science

Flipboard

The company is making a foray into scientific discovery with an AI built to help manufacture stem cells.

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