Tue.Feb 25, 2025

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DeepSeek AI: How it Makes High-Powered LLMs Accessible on Budget Hardware?

Data Science Dojo

In the fast-paced world of artificial intelligence, the soaring costs of developing and deploying large language models (LLMs) have become a significant hurdle for researchers, startups, and independent developers. As tech giants like OpenAI, Google, and Microsoft continue to dominate the field, the price tag for training state-of-the-art models keeps climbing, leaving innovation in the hands of a few deep-pocketed corporations.

AI 235
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Claude 3.7 Sonnet vs Grok 3: Which LLM is Better at Coding?

Analytics Vidhya

Since last June, Anthropic has ruled over the coding benchmarks with its Claude 3.5 Sonnet. Today with its latest Claude 3.7 Sonnet LLM, it’s here to shake the world of generative AI even more. Claude 3.7 Sonnet much like Grok 3, released a week ago – comes with advanced reasoning, mathematical, and coding abilities. Both […] The post Claude 3.7 Sonnet vs Grok 3: Which LLM is Better at Coding?

Analytics 231
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Starbucks lays off over 1,000 jobs and slashes 30% of its menu

Dataconomy

Starbucks announced on Monday that it will lay off over 1,000 corporate workers and simplify its menu in a bid to turn around lagging sales. The restructuring aims to streamline operations as the coffee chain continues to face challenges. Starbucks to lay off over 1,000 workers and cut menu by 30% The company plans to cut about 30% of its menu, including several Frappuccino blended drinks, the Royal English Breakfast Latte, and White Hot Chocolate.

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Model Context Protocol (MCP): A Universal Connector for AI and Data

Analytics Vidhya

Weve all experienced the use of AI in our daily coding tasks. Many of us may have used Repl.it, an online code editor with built-in AI capabilities that help generate code and offer guidance. Likewise, tools like GitHub Copilot for VS Code enhance our coding workflow through simple extensions. And if youve ever tried Black […] The post Model Context Protocol (MCP): A Universal Connector for AI and Data appeared first on Analytics Vidhya.

AI 210
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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Imandra Inc. Updates Neurosymbolic AI Reasoning Engine

insideBIGDATA

AUSTIN, TX February 25, 2025 Imandra Inc., a neurosymbolic reasoning AI startup, today announced ImandraX, the latest release of its Imandra automated reasoning engine. The company said ImandraX marks an advancement in AI-driven logical reasoning, introducing powerful reasoning algorithms and architectural features for integration with AI agents.

AI 195
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DeepSeek #OpenSourceWeek Day 2: Release of DeepEP

Analytics Vidhya

DeepSeek is here with its Day 2 of #OpenSourceWeek and today they introduced DeepEP – An open Source EP communication library for MOE model training and inference. Till now, I have been completely impressed by DeepSeek and their answer to the billion-dollar models of OpenAI, Meta and more. Now, they are open-sourcing the building blocks […] The post DeepSeek #OpenSourceWeek Day 2: Release of DeepEP appeared first on Analytics Vidhya.

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Google’s free Gemini Code Assist arrives with sky-high usage limits

Flipboard

Generative AI has wormed its way into myriad products and services, some of which benefit more from these tools than others. Coding with AI has proven to be a better application than most, with individual developers and big companies leaning heavily on generative tools to create and debug programs. Now, indie developers have access to a new AI coding tool free of chargeGoogle has announced that Gemini Code Assist is available to everyone.

AI 168
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Hard problems that reduce to document ranking

Hacker News

There are two claims I’d like to make: LLMs can be used effectively1 for listwise document ranking. Some complex problems can (surprisingly) be solved by transforming them into document ranking problems. I’ve primarily explored both of these claims in the context of using patch diffing to locate N-day vulnerabilitiesa sufficiently domain-specific problem that can be solved using general purpose language models as comparators in document ranking algorithms.

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Getting Started with Claude Code

Analytics Vidhya

Artificial intelligence is immensely revolutionizing technology, providing performance enhancements, tweaks, and improvements with each generation of models. One of its latest developments is the Anthropics Claude 3.7 Sonnet- a sophisticated AI model that primes itself for changing creative, analytical, and coding tasks. It offers new improved Claude code with great tools designed for automating and […] The post Getting Started with Claude Code appeared first on Analytics Vidhya.

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How Factory is turning AI into ‘a junior developer in a box’

Flipboard

Many things remain uncertain about AIs future impact on our lives. One that isnt in doubt is that more and more of the worlds software will be written, at least in part, by software. Already, 25% of Googles code is generated by AI, CEO Sundar Pichai said last October. By 2028, projects research firm Gartner, 75% of enterprise developers will use AI tools in their work.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Claude 3.7 Sonnet vs Qwen 2.5 Coder: Which is Better for Coding Tasks?

Analytics Vidhya

Claude 3.7 Sonnet and Qwen 2.5 Coder 32B Instruct are leading AI models for programming and code generation. Qwen 2.5 stands out for its efficiency and clear coding style, while Claude 3.7 Sonnet shines in contextual understanding and adaptability. In this article, I will compare their generated code, focusing on syntax quality, structural coherence, and […] The post Claude 3.7 Sonnet vs Qwen 2.5 Coder: Which is Better for Coding Tasks?

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AI companions: A new era of relationships or just a tech fad?

Dataconomy

Have you ever thought about trying to get an AI romantic partner ? Many people have already done so. But some people question whether they will be around forever or are just a temporary tech fad. Some people and organizations believe AI companions will permanently change relationships AI has had a tremendous impact on our daily lives. One survey from 2023 found that 56% of people use AI technology at least once a week.

AI 125
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Generative AI for Data Scientists in 2025: Beyond Text Generation

KDnuggets

Directions to become "upgraded" data scientists prepared to fully leverage generative AI technologies in the year ahead.

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Orange Group data breach: Every step explained

Dataconomy

The Orange Group data breach has exposed sensitive customer and corporate data, affecting hundreds of thousands of individuals and employees. The breach was confirmed after a hacker leaked internal documents from Orange Romania, a subsidiary of the French telecommunications giant Orange Group. This attack, attributed to a threat actor named Rey , was carried out after Orange refused to pay a ransom demand.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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30 Must-Know Tools for Python Development

KDnuggets

A structured overview of the essential tools developers can use across different aspects of Python development

Python 279
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Google and Salesforce just signed a huge $2.5 billion AI deal

Dataconomy

Salesforce and Alphabet’s Google have signed a multi-billion dollar agreement to integrate their artificial intelligence and customer relationship management tools, valued at $2.5 billion over seven years. The deal aims to link Google Cloud’s infrastructure with Salesforce’s AI-powered Agentforce assistants, CRM software, and Data Cloud capabilities, benefiting joint business customers by enhancing interactions between Google Workspace and Salesforce’s CRM and AI solution

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10 Essential Docker Commands for Data Engineering

KDnuggets

Tired of 'it works on my machine' problems? Learn the top 10 Docker commands every data engineer needs to build, deploy, and scale projects like a pro!

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Derive generative AI powered insights from Alation Cloud Services using Amazon Q Business Custom Connector

AWS Machine Learning Blog

This blog post is co-written with Gene Arnold from Alation. To build a generative AI -based conversational application integrated with relevant data sources, an enterprise needs to invest time, money, and people. First, you would need build connectors to the data sources. Next you need to index this data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM).

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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AI-generated headshots: Are they worth it for your business?

Dataconomy

Headshot photographs can help many businesses stand out. However, they can be very expensive. This is one of the many reasons why more business owners are using AI-generated headshots instead. These programs help people create good headshots quickly. easily and affordably. AI headshot generators have already created over 12 million headshots for over 80,000 users.

AI 103
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Survey: Less than Half of Telco Gen AI Projects Meet Goals, 80% Are Over Budget

insideBIGDATA

Global telcos are eager for generative AI solutions but are struggling to make them work, with only half of use cases meeting business goals, according to a new report from the consulting firm Altman Solon and Kyndryl. The report, which included.

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How IDIADA optimized its intelligent chatbot with Amazon Bedrock

AWS Machine Learning Blog

This post is co-written with Xavier Vizcaino, Diego Martn Montoro, and Jordi Snchez Ferrer from Applus+ Idiada. In 2021, Applus+ IDIADA , a global partner to the automotive industry with over 30 years of experience supporting customers in product development activities through design, engineering, testing, and homologation services, established the Digital Solutions department.

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How to Access Claude 3.7 Sonnet API?

Analytics Vidhya

Claude 3.7 Sonnet, developed by Anthropic, is a powerful AI model renowned for its advanced reasoning and coding capabilities. Accessing its API opens the door to integrating this cutting-edge technology into your applications, from automating complex tasks to generating insightful responses. In this guide, I will walk you through the steps to access the Claude […] The post How to Access Claude 3.7 Sonnet API?

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Cyberstalkers, scammers, and data leaks—Why you need privacy protection

Dataconomy

The internet has made it easier than ever to share information, but that convenience comes with risks. Cyber threats like identity theft, scams, and data breaches are on the rise, making privacy protection essential. Without the right safeguards, your personal information could be exposed, leading to financial fraud, reputational damage, or even harassment.

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Enhancing Retail AI with RAG-Based Recommendations

insideBIGDATA

The retail industry needs more agile and adaptive recommendation systems. Retrieval-Augmented Generation (RAG) presents a promising solution. By combining the power of both information retrieval and generative AI, the RAG-based recommendation system.

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DISA data breach: Everything you need to know and steps to take

Dataconomy

The DISA data breach exposed the personal information of over 3.3 million individuals , making it one of the most significant security incidents in recent months. The breach, which was caused by an external hacking attack, has raised serious concerns about the security of employment screening servicesespecially those that handle sensitive personal and financial data.

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Optimizing Memory Usage with NumPy Arrays

KDnuggets

Learn how to effectively optimize memory usage using NumPy arrays in Python.

Python 210
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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Emoti-Attack: How emojis can trick AI language models

Dataconomy

Deep neural networks (DNNs) have driven remarkable advancements in natural language processing (NLP), powering applications such as ChatGPT and automated content moderation systems. However, the vulnerability of these models to adversarial attacks remains a pressing concern. Unlike images, where slight modifications are often imperceptible, text operates in a discrete space, making even small alterations noticeable to human readers.

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Revolutionizing Enterprise Data Analytics at ReaderLink: From SQL to AI-Powered Insights

databricks

In today's fast-paced business environment, the ability to quickly access and analyze data is crucial for maintaining a competitive edge. As North America's largest book.

SQL 208
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The battle against AI deception: How detection technology is evolving

Dataconomy

Avoiding AI detection has become a challenge for most because artificial intelligence has continued to evolve and learn new ways to detect deepfake technology. For those who are not aware AI detection is something that is occurring quite frequently online. The extent in which AI technology has started to trick the masses is through a variety of media forms including AI manipulated text, AI manipulated video, and AI manipulated photos that are often utilized in misinformation campaigns across all

AI 91
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Using Generative AI to Build Generative AI

O'Reilly Media

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 5.

AI 79
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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?