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

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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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The AI Productivity Shift: Whats Working & Whats Next

85% of teams are using AI, but only 27% report clear productivity gains. Why? Because most are still stuck in surface-level adoption. In this expert panel, top voices in workplace strategy and remote innovation—Dr. Gleb Tsipursky, Phil Kirschner, Nadia Harris, and Eryn Peters—reveal how leading teams are cutting digital noise, training AI to fit their workflows, and building cultures that embrace change.

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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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Rethinking AI: The Push for a Right to Repair Artificial Intelligence

Unite.AI

Artificial Intelligence (AI) is no longer just a fictional concept. It is a driving force behind some of the most astonishing changes in industries like healthcare, transportation, and entertainment. These systems, from self-driving cars to AI-powered diagnostic tools, are essential to our daily lives. Yet, as these systems become more complex and embedded in critical industries, a question arises that many have yet to consider: Why cant we repair AI systems the same way we repair our phones or

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AI News Weekly - Issue #421: In AI copyright case, Zuckerberg turns to YouTube for his defense - Jan 16th 2025

AI Weekly

In the News In AI copyright case, Zuckerberg turns to YouTube for his defense Meta CEO Mark Zuckerberg appears to have used YouTubes battle to remove pirated content to defend his own companys use of a data set containing copyrighted e-books, reveals newly released snippets of a deposition he gave late last year. techcrunch.com Sponsor Discover what the most trusted industry experts are reading Use the Power of AI to access a forward-thinking audience of professional decision makers !

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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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Speeding Robotics Automation with AI

The $53 trillion manufacturing economy in the US is undergoing a major automation paradigm shift due to Artificial Intelligence (AI). Thanks to new practical frameworks, automation projects that were once impossible or inefficient to implement are now being fast-tracked, and robotics automation is becoming increasingly relevant to a growing number of users and scenarios.

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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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The Rise of Agentic AI: A Look Back at 2024 and Predictions for 2025

Unite.AI

If 2023 was the year the world discovered generative AI, 2024 witnessed the rise of agentic AI a new class of autonomous systems designed to achieve goals in complex, dynamic environments. Unlike traditional AI, which react to prompts or follow predefined rules, Agentic AI operates proactively, setting plans, making decisions, and adapting to evolving situations to achieve desired outcomes.

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STAT+: The companies paying hospitals to hand over patient data to train AI

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Artificial intelligence models are ever-hungry black boxes that need boatloads of bits and bytes from a wide stream of real-world data in order to produce insights about patients and their care. To satisfy this need, a trove of companies have popped up to buy patient data from hospitals and sell it to those wanting to train AI or do research.  Earlier this week, health data company Truveta, which normally traffics data like patient immunizations, social determinations of health, lab tests,

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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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Agentic AI Explained: Smarter Conversations, Better Experiences

AI has transformed how enterprises deliver customer service, enabling faster engagement, problem-solving, and cost savings. However, traditional AI Agents often rely on rigid conversation flows, risking customer trust when conversations stray from predefined paths. These limitations prevent businesses from fully realizing AI’s potential for cost-efficiency and productivity.

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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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Peter Ellman, President and CEO of Certis Oncology Solutions – Interview Series

Unite.AI

Certis Oncology Solutions , led by Peter Ellman , President and CEO, is a life science technology company dedicated to realizing the promise of precision oncology. The companys product is Oncology Intelligence highly predictive therapeutic response data derived from advanced cancer models. Certis partners with physician-scientists and industry researchers to expand access to precision oncology and address the critical translation gap between preclinical studies and clinical trials.

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WellSaid’s new AI voice tech will introduce ’emotional directing’ for inflection and tone

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Brian Cook joined Kirkland-based WellSaid Labs a year ago as CEO. (GeekWire Photo / Todd Bishop) A new AI model from WellSaid Labs will let users guide the emotions, pitch, and pace of AI-generated voice clips in the same way as a human director would coach a voice actor to produce a desired result. The Kirkland, Wash.-based company announced the new model, dubbed Caruso, Wednesday morning in advance of its upcoming launch.

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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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From Curiosity to Competitive Edge: How Mid-Market CEOs Are Using AI to Scale Smarter

Speaker: Lee Andrews, Founder at LJA New Media & Tony Karrer, Founder and CTO at Aggregage

This session will walk you through how one CEO used generative AI, workflow automation, and sales personalization to transform an entire security company—then built the Zero to Strategy framework that other mid-market leaders are now using to unlock 3.5x ROI. As a business executive, you’ll learn how to assess AI opportunities in your business, drive adoption across teams, and overcome internal resource constraints—without hiring a single data scientist.

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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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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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NVIDIA Releases NIM Microservices to Safeguard Applications for Agentic AI

NVIDIA

AI agents are poised to transform productivity for the worlds billion knowledge workers with knowledge robots that can accomplish a variety of tasks. To develop AI agents, enterprises need to address critical concerns like trust, safety, security and compliance. New NVIDIA NIM microservices for AI guardrails part of the NVIDIA NeMo Guardrails collection of software tools are portable, optimized inference microservices that help companies improve the safety, precision and scalability of their g

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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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The AI Productivity Shift: How 3,000 Pros And 140K Users Are Transforming Work

Hubstaff’s new report, The AI Productivity Shift, highlights how 3,000+ professionals and 140,000+ users are transforming the way they work with AI. Adoption is high—85% are using AI—and the potential is just beginning. Teams that integrate AI into daily workflows report 77% faster task completion, 70% improved focus, and stronger results across the board.

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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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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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Unlocking complex problem-solving with multi-agent collaboration on Amazon Bedrock

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Large language model (LLM) based AI agents that have been specialized for specific tasks have demonstrated great problem-solving capabilities. By combining the reasoning power of multiple intelligent specialized agents, multi-agent collaboration has emerged as a powerful approach to tackle more intricate, multistep workflows. The concept of multi-agent systems isnt entirely newit has its roots in distributed artificial intelligence research dating back to the 1980s.

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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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Prospect, Personalize, Profit: The New Way Sales & Marketing Teams Are Aligning with AI

Speaker: Kevin Burke, Founder & Managing Director at Digital One and AI & Automation Consultant

AI and automation are currently transforming the way sales and marketing teams operate. Generative AI crafts personalized outreach at scale, while conversational AI bots are engaging prospects in real time. Robotic process automation streamlines manual workflows by triggering tasks the moment a prospect takes a key action, and advanced AI analytics surface hidden patterns in the pipeline, improve forecasting, and help teams make data-driven decisions with confidence.

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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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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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Implement RAG while meeting data residency requirements using AWS hybrid and edge services

Flipboard

With the general availability of Amazon Bedrock Agents , you can rapidly develop generative AI applications to run multi-step tasks across a myriad of enterprise systems and data sources. However, some geographies and regulated industries bound by data protection and privacy regulations have sought to combine generative AI services in the cloud with regulated data on premises.

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