Sat.Jan 11, 2025 - Fri.Jan 17, 2025

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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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Not just hype — here are real-world use cases for AI agents

Flipboard

Just seven or eight months ago, when a customer called in to or emailed Baca Systems with a service question, a human agent handling the query would begin searching for similar cases in the system and analyzing technical documents.

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How to Use Falcon 3-7B Instruct?

Analytics Vidhya

TIIs ambition to redefine AI has moved to the next level with the advanced Falcon 3. This latest-generation release sets a performance benchmark that makes a big statement about open-source AI models. The Falcon 3 model’s lightweight design redefines how we communicate with technology. Its ability to run smoothly on small devices and great context-handling […] The post How to Use Falcon 3-7B Instruct?

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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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AI in Marketing & Sales: Today’s Tools, Tomorrow’s Potential

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

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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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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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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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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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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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AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security risks before they become problems.

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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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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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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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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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4 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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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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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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'ELIZA,' the world's 1st chatbot, was just resurrected from 60-year-old computer code

Flipboard

Researchers discovered long-lost computer code and used it to resurrect the early chatbot ELIZA.

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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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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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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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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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World's first AI chatbot has finally been resurrected after decades

Flipboard

ELIZA is famous as a rudimentary artificial intelligence and the first ever chatbot, but versions found online today are actually knock-offs because the original computer code was lost - until now

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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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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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Exploring AI Agents in Customer Experience with Navin Dhananjaya

Analytics Vidhya

In this Leading with Data, we explore the transformative journey of Navin Dhananjaya, Chief Solutions Officer at Merkle, as he shares key milestones, practical applications of generative AI, and future possibilities for AI agents. Discover how AI is reshaping customer experiences and the data science landscape. You can listen to this episode of Leading with […] The post Exploring AI Agents in Customer Experience with Navin Dhananjaya appeared first on Analytics Vidhya.

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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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ChatGPT’s newest feature lets users assign it traits like ‘chatty’ and ‘Gen Z’

Flipboard

Update: OpenAI officially announced this feature one week after some users reported the arrival, and then disappearance, of the new options. Its possible they went live prematurely.

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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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Trial Prep: What Attorneys Really Want (And How to Deliver It)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Get ready to uncover what attorneys really need from you when it comes to trial prep in this new webinar! Attorney and law professor, Joe Stephens, J.D., will share proven techniques for anticipating attorney needs, organizing critical documents, and transforming complex information into compelling case presentations. Key Learning Objectives: Organization That Makes Sense 🎯 Learn how to structure and organize case materials in ways that align with how attorneys actually work and think.

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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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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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Explained: Generative AI’s environmental impact

Flipboard

Rapid development and deployment of powerful generative AI models comes with environmental consequences, including increased electricity demand and