Sat.Dec 28, 2024 - Fri.Jan 03, 2025

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GenAI Is Transforming Cybersecurity

Unite.AI

The cybersecurity industry has always faced an uphill battle, and the challenges today are steeper and more widespread than ever before. Though organizations are adopting more and more digital tools to optimize operations and increase efficiency, they are simultaneously increasing their attack surface the extent of vulnerable entry points hackers might exploit making them more susceptible to rising cyber threats, even as their defenses improve.

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We need better LLM benchmarks

Ehud Reiter

I recently wrote a blog complaining that LLM benchmarks do a bad job of assessing NLG. I got a lot of feedback and comments on this, which highlighted to me that there were lots of problems with LLM benchmarks and benchmark suites. Below I describe what I would like to see in good benchmarks and benchmark suites. Note that this blog is just about automatic benchmarks, I do not discuss human evaluation such as Chatbot Arena.

LLM 175
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Understanding And Preparing For The Seven Levels Of AI Agents

Flipboard

As the calendar flips to the second quarter of the century, conversations about the transformative potential of artificial intelligence (AI) are reaching a fever pitch. However, the buzz about AI is shifting from AI tools to creating and deploying AI agents.

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Tools and Frameworks for Deep Learning GPU Benchmarks

Analytics Vidhya

Deep learning GPU benchmarks has revolutionized the way we solve complex problems, from image recognition to natural language processing. However, while training these models often relies on high-performance GPUs, deploying them effectively in resource-constrained environments such as edge devices or systems with limited hardware presents unique challenges.

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Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Speaker: Jason Chester, Director, Product Management

In today’s manufacturing landscape, staying competitive means moving beyond reactive quality checks and toward real-time, data-driven process control. But what does true manufacturing process optimization look like—and why is it more urgent now than ever? Join Jason Chester in this new, thought-provoking session on how modern manufacturers are rethinking quality operations from the ground up.

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13 Free AI Courses on AI Agents in 2025

Marktechpost

In the ever-evolving landscape of artificial intelligence, the year 2025 has brought forth a treasure trove of educational resources for aspiring AI enthusiasts and professionals. AI agents, with their ability to perform complex tasks autonomously, are at the forefront of this revolution. Here, we highlight 13 free courses that delve into the intricacies of AI agents, ensuring you stay ahead in this dynamic field.

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Top Ten Stories in AI Writing, Q4, 2024

Robot Writers AI

In the love/fear relationship many writers have with AI in which the tech is seen as both wondrous benefactor and ruthless job killer there was a lot to love about AI in Q4, 2024. ChatGPT, for example, scored new highs in its ability to write creatively during the past quarter. And ChatGPTs maker also came out with a new editor for the AI chatbot that makes online editing a cinch.

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Research Galore From 2024: Recapping AI Advancements in 3D Simulation, Climate Science and Audio Engineering

NVIDIA

The pace of technology innovation has accelerated in the past year, most dramatically in AI. And in 2024, there was no better place to be a part of creating those breakthroughs than NVIDIA Research. NVIDIA Research is comprised of hundreds of extremely bright people pushing the frontiers of knowledge, not just in AI, but across many areas of technology.

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Top 25 AI Tools for Organizing Notes in 2025

Marktechpost

In todays fast-paced world, staying organized is crucial for productivity, especially for professionals handling complex tasks like financial management. AI-powered note-taking tools have revolutionized how we manage, structure, and access information. These tools not only make note-taking easier but also provide insights, automate tasks, and enhance collaboration.

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How DeepSeek Cracked the Cost Barrier with $5.6M

Unite.AI

Conventional AI wisdom suggests that building large language models (LLMs) requires deep pockets typically billions in investment. But DeepSeek , a Chinese AI startup, just shattered that paradigm with their latest achievement: developing a world-class AI model for just $5.6 million. DeepSeek's V3 model can go head-to-head with industry giants like Google's Gemini and OpenAI's latest offerings , all while using a fraction of the typical computing resources.

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Smart Tools & Strong Teams: A People-First Approach to AI in Sales

Speaker: Matt Sunshine, CEO at The Center for Sales Strategy

AI isn’t replacing salespeople—it’s empowering them. The most forward-thinking sales organizations are using AI to enhance human performance rather than eliminate it. From coaching and messaging to prospecting and pipeline accountability, artificial intelligence is giving managers and SDRs the new tools they need to work smarter, sell better, and close more.

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Mathematics for Artificial Intelligence: Everything You Must Know

Pickl AI

Summary : Mathematics for Artificial Intelligence is essential for building robust AI systems. Key concepts like linear algebra, calculus, probability, and optimisation enable effective data processing, model training, and prediction. Mastering these areas is critical for AI professionals to design scalable and efficient AI solutions. Introduction Mathematics forms the backbone of Artificial Intelligence , driving its algorithms and enabling systems to learn and adapt.

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How AI Is Helping Us Do Better—for the Planet and for Each Other

NVIDIA

Artificial intelligence and accelerated computing are being used to help solve the worlds greatest challenges. NVIDIA has reinvented the computing stack spanning GPUs, CPUs, DPUs, networking and software. Our platform drives the AI revolution, powering hundreds of millions of devices in every cloud and fueling 75% of the worlds TOP500 supercomputers.

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Sepsis ImmunoScore: The First FDA-Authorized AI Tool for Early Sepsis Detection and Risk Assessment

Marktechpost

Sepsis is a critical medical condition resulting from an abnormal immune response to infection, often causing organ dysfunction and high morbidity and mortality rates. Prompt treatment, especially with antibiotics, can significantly improve outcomes. However, the varied clinical presentation of sepsis makes early detection challenging, contributing to higher mortality rates.

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Dr. Peter Garraghan, CEO, CTO & Co-Founder at Mindgard – Interview Series

Unite.AI

Dr. Peter Garraghan is CEO, CTO & co-founder at Mindgard , the leader in Artificial Intelligence Security Testing. Founded at Lancaster University and backed by cutting edge research, Mindgard enables organizations to secure their AI systems from new threats that traditional application security tools cannot address. As a Professor of Computer Science at Lancaster University, Peter is an internationally recognized expert in AI security.

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AI-Enabled Robotics Software for Manufacturing Automation: Speeding Time-to-Value

Robots are a cornerstone of a smart factory, automating a wide range of manufacturing tasks that are monotonous, physically straining, or even hazardous. However, real-world robotics deployments have not lived up to the revolutionary potential the industrial sector had originally envisioned. Robot implementations are typically confined to specific applications, carry high costs, and are time-consuming.

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30 Must-Try Computer Vision Projects for 2025

Analytics Vidhya

Computer vision, a dynamic field blending artificial intelligence and image processing, is reshaping industries like healthcare, automotive, and entertainment. With advancements such as OpenAIs GPT-4 Vision and Metas Segment Anything Model (SAM), computer vision has become more accessible and powerful than ever. By 2025, the global computer vision market is projected to surpass $41 billion, fueled by innovations in […] The post 30 Must-Try Computer Vision Projects for 2025 appeared first o

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What is Responsible AI

Pickl AI

Summary: Responsible AI ensures AI systems operate ethically, transparently, and accountably, addressing bias and societal risks. Through ethical guidelines, robust governance, and interdisciplinary collaboration, organisations can harness AI’s transformative power while safeguarding fairness and inclusivity. Responsible AI is essential for creating trustworthy systems that prioritise societal well-being.

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Meet HuatuoGPT-o1: A Medical LLM Designed for Advanced Medical Reasoning

Marktechpost

Medical artificial intelligence (AI) is full of promise but comes with its own set of challenges. Unlike straightforward mathematical problems, medical tasks often demand a deeper level of reasoning to support real-world diagnoses and treatments. The complexity and variability of medical scenarios make it difficult to verify reasoning processes effectively.

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Picsart Review: Simplify Editing with This All-in-One Tool

Unite.AI

As someone whos spent countless hours wrestling with Photoshops endless menus and steep learning curve, I was blown away by how user-friendly Picsart is. Picsart is an all-in-one creative platform with tools for photo and video editing, AI features, and a vast library of templates, stickers, and effects. In this Picsart review, I'll discuss the pros and cons, what it is, who it's best for, and its key features.

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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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AI is Changing the Future of Remote Work

ODSC - Open Data Science

Imagine a world where your remote work flows seamlessly, increasing productivity and making colleague collaborations a breeze. If youre one of the millions of people who work from home, you might worry about what artificial intelligence (AI) will do to your job. By analyzing the possibilities of AI, we can get a clearer picture of how it might impact work-from-home (WFH) professionals in thefuture.

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Exploring AI-Powered Face Swapping Using Open-Source Tools

Pragnakalp

In the rapidly evolving world of artificial intelligence and computer vision, face-swapping technology has emerged as a groundbreaking innovation that is transforming how we interact with visual content. This cutting-edge technology allows for seamless and realistic face replacements, opening up a world of creative and practical applications across various industries.

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The Effect of AI Agents in the Job Market in 2025

Analytics Vidhya

Artificial intelligence (AI) is rapidly changing the world as we know it, and the job market is no exception. One of the most significant ways AI is impacting the job market is through the use of AI agents. AI agents are autonomous intelligent systems that can interact with their environment, make decisions, and take action […] The post The Effect of AI Agents in the Job Market in 2025 appeared first on Analytics Vidhya.

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AI Augments HR, but a Human-First Approach Is Indispensable

Unite.AI

As artificial intelligence (AI) continues to break new ground in HR, it is enjoying growing acceptance. A recent study revealed that nearly half the workers surveyed in the UK and the US believe AI could help reduce bias and unfair hiring treatment; many even think that AI could outperform humans in ensuring fairness during the hiring process. With the increasing integration of machine learning (ML), natural language processing (NLP), and other AI technologies, were witnessing a visible, favorab

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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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Inductive biases of neural network modularity in spatial navigation

ML @ CMU

TL;DR: The brain may have evolved a modular architecture for daily tasks, with circuits featuring functionally specialized modules that match the task structure. We hypothesize that this architecture enables better learning and generalization than architectures with less specialized modules. To test this, we trained reinforcement learning agents with various neural architectures on a naturalistic navigation task.

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Researchers from MIT, Sakana AI, OpenAI and Swiss AI Lab IDSIA Propose a New Algorithm Called Automated Search for Artificial Life (ASAL) to Automate the Discovery of Artificial Life Using Vision-Language Foundation Models

Marktechpost

Artificial Life (ALife) research explores the emergence of lifelike behaviors through computational simulations, providing a unique framework to study “life as it could be.” However, the field faces significant limitations: a reliance on manually crafted simulation rules and configurations. This process is time-intensive and constrained by human intuition, leaving many potential discoveries unexplored.

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Top 10 Open-Source AI Libraries for Developers

Analytics Vidhya

The world of artificial intelligence is advancing at an unprecedented pace, and open-source libraries are at the heart of this transformation. These libraries empower developers by providing accessible, cutting-edge tools to create, experiment, and deploy AI solutions efficiently. As we step into 2025, several open-source libraries stand out for their impact on AI innovation, usability, […] The post Top 10 Open-Source AI Libraries for Developers appeared first on Analytics Vidhya.

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Transparency in AI: How Tülu 3 Challenges the Dominance of Closed-Source Models

Unite.AI

Artificial Intelligence (AI) brings innovation across healthcare, finance, education, and transportation industries. However, the growing reliance on AI has highlighted the limitations of opaque, closed-source models. These systems, often called black boxes , generate decisions without providing explanations. This lack of clarity creates uncertainty for users and stakeholders about the processes behind AI outputs, raising concerns over trust, fairness, and accountability.

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New Research-Backed Strategies to Empower Managers as Culture & Engagement Leaders

Speaker: Beth Sunshine, SVP, Up Your Culture

When culture isn’t consistently lived out across the organization, engagement suffers—and it often starts with a disconnect at the top. In this session, Beth Sunshine, SVP of Up Your Culture at The Center for Sales Strategy, will reveal how HR and executive leaders can close the gap between vision and execution by equipping frontline and mid-level managers to become culture carriers.

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Dancing on Their Own: NVIDIA-Powered Robots to Adore From 2024

NVIDIA

Artificial intelligence made big moves this year as did the robots the technology is working behind. From Silicon Valley to India , Boston to Japan , here are some of the autonomous machines and robotics technologies, powered by NVIDIA AI, that offered helping hands in 2024. Clearbot Tidies Up Ocean Litter Hong Kong- and India-based Clearbot, a member of the NVIDIA Inception program for cutting-edge startups, is making a splash with its autonomous trash-collection boats enabled by the NVIDIA Je

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Rethinking video surveillance: The case for smarter, more flexible solutions

AI News

Video surveillance has come a long way from simple CCTV setups. Today’s businesses demand more smarter analytics, enhanced security, and seamless scalability. As organisations adopt AI and automation across their operations, video management systems (VMS) face new challenges: How to keep video surveillance scalable and easy to manage? Can AI analytics like face recognition or behaviour detection be integrated without breaking the budget?

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AI Agents Applications: What they can and cannot do for a Business?

Analytics Vidhya

AI agents are changing how businesses operate, offering unprecedented opportunities for efficiency, scalability, and innovation. Major AI business organisations like Meta, Google, etc are rapidly implementing these AI agents into their workflows, while emerging players like CrewAI and LangChain are spearheading the agentic AI movement to create robust autonomous systems.

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