Mon.Feb 03, 2025

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ChatGPT gains agentic capability for complex research

AI News

OpenAI is releasing a powerful agentic capability that enables ChatGPT to conduct complex, multi-step research tasks online. The feature, called Deep Research, reportedly achieves in tens of minutes what could take a human researcher hours or even days. OpenAI describes Deep Research as a significant milestone in its journey toward artificial general intelligence (AGI). “The ability to synthesise knowledge is a prerequisite for creating new knowledge,” says OpenAI. “For this re

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AI’s Role in Medical Imaging for Earlier Anomaly Detection

Unite.AI

The hype surrounding AI remains prevalent in healthcare but is particularly strong in radiology. If you remember the early days of computer-aided design (CAD), its quite impressive how far the technology has come. A native of ChatGPT would perhaps contend that much work needs to be done before AI can reach its full potential in this field. Both views are correct.

ML 295
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ChatGPT-4 vs. ChatGPT-3.5: Which to use?

AI News

OpenAI offers two versions of its chatbot, ChatGPT-4 and ChatGPT-3.5, each catering to different needs. ChatGPT-4 is the more advanced option, providing improved accuracy and reasoning, while ChatGPT-3.5 remains a solid choice, especially for those looking for a free AI tool. The right model depends on user needs whether it’s a more powerful AI for complex tasks or a simple, accessible chatbot for everyday use.

ChatGPT 269
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The Real Power in AI is Power

Unite.AI

The headlines tell one story: OpenAI, Meta, Google, and Anthropic are in an arms race to build the most powerful AI models. Every new releasefrom DeepSeeks open-source model to the latest GPT updateis treated like AIs next great leap into its destiny. The implication is clear: AIs future belongs to whoever builds the best model. Thats the wrong way to look at it.

OpenAI 292
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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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DeepSeek-R1 vs DeepSeek-V3: Detailed Comparison

Analytics Vidhya

DeepSeek has made significant strides in AI model development, with the release of DeepSeek-V3 in December 2024, followed by the groundbreaking R1 in January 2025. DeepSeek-V3 is a Mixture-of-Experts (MoE) model that focuses on maximizing efficiency without compromising performance. DeepSeek-R1, on the other hand, incorporates reinforcement learning to enhance reasoning and decision-making.

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8 Types of Chunking for RAG Systems

Analytics Vidhya

The easiest way to learn anythingwhether its for academics or personal growthis by breaking it down into smaller, more manageable chunks. Similarly, when youre tackling a complex subject, it can feel overwhelming at first. However, by dividing it into bite-sized pieces, understanding becomes much easier. Even if it seems like a small concept already, its […] The post 8 Types of Chunking for RAG Systems appeared first on Analytics Vidhya.

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US Copyright Office Releases New AI Guidance: What You Need to Know

Unite.AI

The US Copyright Office just released their most significant guidance yet on AI and copyright. This report cuts through the confusion about who owns what when it comes to AI-created content. The law still centers on human creativity. The Copyright Office makes this crystal clear – copyright protection stems from human creative input, not from AI systems themselves.

AI 185
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OpenAI’s Next Agent is Out – Deep Research!

Analytics Vidhya

In a recent announcement from OpenAI, a new feature called Deep Research Mode has been introduced, promising to significantly enhance the way we approach complex research tasks. This advanced tool is set to support knowledge work by providing comprehensive, fully cited research papers that can be tailored to a wide range of applications. Let’s find […] The post OpenAI’s Next Agent is Out – Deep Research!

OpenAI 217
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Top AI Coding Agents in 2025

Marktechpost

AI-powered coding agents have significantly transformed software development in 2025, offering advanced features that enhance productivity and streamline workflows. Below is an overview of some of the leading AI coding agents available today. Devin AI Designed for complex development tasks, Devin AI utilizes multi-agent parallel workflows to manage intricate projects efficiently.

UX Design 127
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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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Python Round Up Function

Analytics Vidhya

The Round Up feature serves as a mathematical utility that professionals across financial institutions and analytical backgrounds together with programmers employ. The function permits users to round figures upwards to predetermined quantity levels thus avoiding numerical underestimation. Businesses using Round Up find tremendous advantages for crucial calculations in budgeting and pricing and statistical work.

Python 223
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Expanding Enterprise Security and Data Residency Capabilities

AssemblyAI

As more enterprise organizations choose AssemblyAI as their preferred speech-to-text and speech understanding provider, we're continuing to advance our platform to meet global operations' security and compliance requirements. Today, we are announcing significant enhancements to our security infrastructure and data residency capabilities, including EU Data Residency, ISO 27001 Certification, and renewed SOC 2 Type 2 Coverage.

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AutoRAG: Optimizing RAG Pipelines with Open-Source AutoML

Analytics Vidhya

In recent months, Retrieval-Augmented Generation (RAG) has skyrocketed in popularity as a powerful technique for combining large language models with external knowledge. However, choosing the right RAG pipelineindexing, embedding models, chunking method, question answering approachcan be daunting. With countless possible configurations, how can you be sure which pipeline is best for your data and your […] The post AutoRAG: Optimizing RAG Pipelines with Open-Source AutoML appeared first on

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DeepSeek AI — The Future is Here

Towards AI

Author(s): M. Haseeb Hassan Originally published on Towards AI. The rise of AI is massively affecting the society. It is not something that will happen someday, it has happened already. AI is being discussed in various sectors like healthcare, banking, education, manufacturing, etc. However, DeepSeek AI is taking a different direction than the current AI Models.

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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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Open Operator: The Open-Source Alternative to OpenAI’s Operator

Analytics Vidhya

Tired of tedious online tasks? Meet Open Operatoryour AI-powered assistant for browser automation. Simply describe what you need in plain English, and it gets the job doneno coding required. Built on advanced NLP and AI, this open-source tool offers a practical alternative to solutions like OpenAIs Operator. While OpenAIs version relies on a closed model […] The post Open Operator: The Open-Source Alternative to OpenAI’s Operator appeared first on Analytics Vidhya.

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Accelerate video Q&A workflows using Amazon Bedrock Knowledge Bases, Amazon Transcribe, and thoughtful UX design

AWS Machine Learning Blog

Organizations are often inundated with video and audio content that contains valuable insights. However, extracting those insights efficiently and with high accuracy remains a challenge. This post explores an innovative solution to accelerate video and audio review workflows through a thoughtfully designed user experience that enables human and AI collaboration.

UX Design 103
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Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct: Who Codes Better?

Analytics Vidhya

The emergence of advanced AI language models has transformed the programming landscape, setting new standards in coding efficiency and quality. Two coding models popular today are Mistrals Codestral and Alibaba Clouds Qwen2.5-Coder – which this article will compare. In this comparison of Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct, we will evaluate their coding capabilities to determine their […] The post Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct: Who Codes Better?

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Boost team innovation, productivity, and knowledge sharing with Amazon Q Apps

AWS Machine Learning Blog

As enterprises rapidly expand their applications, platforms, and infrastructure, it becomes increasingly challenging to keep up with technology trends, best practices, and programming standards. Enterprises typically provide their developers, engineers, and architects with a variety of knowledge resources such as user guides, technical wikis, code repositories, and specialized tools.

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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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AI Hallucinations: Why Large Language Models Make Up Information and How to Address It

Towards AI

Last Updated on February 3, 2025 by Editorial Team Author(s): Rohan Rao Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by julien Tromeur on Unsplash I was going through a few basic topics of AI and suddenly I found AI hallucinations. So lets talk about it today. Just like humans have hallucinations, AI has hallucinations too!

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Senator Hawley Proposes Jail Time for People Who Download DeepSeek

Flipboard

According to the language of the proposed bill, people who download AI models from China could face up to 20 years in jail, a million dollar fine, or

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Month in 4 Papers (January 2025)

Towards AI

Author(s): Ala Falaki, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. How Language Models Learn to Think, Judge, and Scale: From Code Evaluation to Memory-Efficient Reasoning. This series of posts is designed to bring you the newest findings and developments in the NLP field. Ill delve into four significant research papers each month, offering a comprehensive summary.

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Meta says it may stop development of AI systems it deems too risky

Flipboard

Meta CEO Mark Zuckerberg has pledged to make artificial general intelligence (AGI) which is roughly defined as AI that can accomplish any task a human can openly available one day.

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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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Stop Paying for AI! How to Run DeepSeek Locally for Free

Towards AI

Author(s): Prisca Ekhaeyemhe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Are you tired of API costs and privacy concerns when using AI models? What if you could run a powerful AI like OpenAIs models right on your own machine, for free? I am not talking about the DeepSeek user interface where you still have to sign in and all your data will be owned by China, but rather, I am going to show you how to use it with Ollama server.

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When humans and AI work best together — and when each is better alone

Flipboard

A combination of AI and humans works best in tasks where humans outperform AI and in those that involve creating content.

AI 181
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AGI in 2025 |Do you think what matters today will still matter in the coming months? TL;DR: No!

Becoming Human

OpenAI, Sam Altman, Elon Musk, xAI, Anthropic, Gemini, Google, Apple all these companies are racing to build AGI by 2025, and once achieved, it will be replicated by dozens of others within weeks. The idea of creating a compressed knowledge base of humanity, extracting information, and iterating on outputs to optimize results is no longer revolutionary.

OpenAI 69
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AI-Enabled Gene Editing Produces Fewer Off-Target Outcomes

Flipboard

By creating gene editors not found in nature, or optimizing existing editors, AI can improve the accuracy, effectiveness, and accessibility of gene editing.

AI 180
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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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How Does Deepseek AI Actually Work? What Makes It Different?

Towards AI

Author(s): Sakshi Shruti Originally published on Towards AI. Insanely cheap AI model is disrupting the market This member-only story is on us. Upgrade to access all of Medium. image generated from Leonardo AI I know you might have already come across this new wave of AI model turning the world upside down in ways that nobody saw coming. Because who would have thought a 2023-based mere startup somewhere in the world would come up with such a revolution, and beat tech giants in their own game wit

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Aligning AI with human values

Flipboard

We need to both ensure humans reap AIs benefits and that we dont lose control of the technology, says senior Audrey Lorvo.

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Use the Lambert W function to solve equations that involve exponential functions

SAS Software

I previously wrote an article about the Lambert W function. The Lambert W function is the inverse of the function g(x) = x exp(x). This means that you can use it to find the value of x such that g(x)=c for any value of c in the range of g, which [.] The post Use the Lambert W function to solve equations that involve exponential functions appeared first on SAS Blogs.

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