Thu.Nov 28, 2024

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LangChain vs CrewAI vs AutoGen to Build a Data Analysis Agent

Analytics Vidhya

In today’s data-driven world, organizations rely on data analysts to interpret complex datasets, uncover actionable insights, and drive decision-making. But what if we could enhance the efficiency and scalability of this process using AI? Enter the Data Analysis Agent, to automate analytical tasks, execute code, and adaptively respond to data queries.

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Research Insights: The Complex Role of AI Disclosure in Building Trust

insideBIGDATA

Big Valley Marketing - just put out a report on AI disclosure that is very compelling. Since ChatGPT’s release, the debate around AI’s impact on productivity, job security, and creativity has only grown. Research now shows that nearly 80% of people distrust AI, which complicates the call for transparency in AI-driven content creation—disclosure could actually reduce credibility rather than build it.

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Comparison Between LangChain and LlamaIndex

Analytics Vidhya

LangChain and LlamaIndex are robust frameworks tailored for creating applications using large language models. While both excel in their own right, each offers distinct strengths and focuses, making them suitable for different NLP application needs. In this blog we would understand when to use which framework, i.e., comparison between LangChain and LlamaIndex.

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5 Unconventional Sources of Data for Your Next Project

KDnuggets

When working on a project, think beyond traditional data sources. Explore unconventional options like social media and user-generated content for fresh insights.

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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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Understanding Continuous Bag of Words (CBOW)

Analytics Vidhya

Semantics is important because in NLP it is the relationships between the words that are being studied. One of the simplest yet highly effective procedure is Continuous Bag of Words (CBOW) which maps words to highly meaningful vectors called word vectors. CBOW is used in the Word2Vec framework and predicts a word based on the […] The post Understanding Continuous Bag of Words (CBOW) appeared first on Analytics Vidhya.

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5 Free Courses for Mastering LLMs

Machine Learning Mastery

Without any doubt, Large Language Models (LLMs) have emerged as one of the biggest AI breakthroughs in recent years: they excel in understanding and generating human-like text , making them versatile for a wide range of applications.

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More Trending

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Your Bluesky posts might be training AI

Dataconomy

Bluesky is grappling with a significant privacy issue after one million public posts were scraped from its platform for AI training, according to a 404Media report. The dataset, compiled by machine learning librarian Daniel van Strien from the AI company Hugging Face, was intended for use in research related to natural language processing and social media analysis.

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Man suffers chemical burn that lasted months after squeezing limes

Hacker News

The toxin is in more foods than you might think, including carrots, parsley, limes, and lemons.

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Navigating the AI revolution: Exclusive insights on innovation and ethics from industry leaders

Dataconomy

Artificial intelligence (AI) is evolving and reshaping the way industries work, and it is doing so in almost every sector without exception. Dataconomy sat down with the leaders from NVIDIA, Siemens, Capgemini, and Scaleway at VivaTech 2024 to hear their views on how AI is reforming industries and driving innovation. In these exclusive interviews, we have discussed AI’s opportunities, ethical considerations, and long-term challenges of implementing such powerful technologies.

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Australian Parliament bans social media for under-16s with world-first law

Hacker News

The Australian Parliament has passed a social media ban for young children in a world-first law. The law will make platforms including TikTok, Facebook, Snapchat, Reddit, X and Instagram liable for fines for systemic failures to prevent children younger than 16 from holding accounts.

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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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AI-powered valuation tools: The future of property assessment in the UAE

Dataconomy

The real estate industry of the United Arab Emirates (UAE) is experiencing a significant change due to advancements in artificial intelligence. The real estate sector is among the rapidly expanding markets globally, and in the UAE it consumes more than 8.2 percent of the gross domestic product according to Statista. By utilizing AI-powered valuation tools to ease client services, quicken transactions, and boost property valuation, the sector continues to stay on top.

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Bootkitty: Analyzing the first UEFI bootkit for Linux

Hacker News

ESET's discovery of the first UEFI bootkit designed for Linux sendss an important message: UEFI bootkits are no longer confined to Windows systems alone.

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ChatGPT’s $8 Trillion Birthday Gift to Big Tech

Flipboard

Two years in, generative AI’s value to the world is still unclear. But these charts show that it’s been a bonanza for the largest tech firms. Saturday marks two years since OpenAI posted an oddly named widget called ChatGPT to the web.

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The New Climate Math on Hurricanes

Hacker News

For the first time, we can calculate how much climate change impacts a single storm’s severity.

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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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Linkup connects LLMs with premium content sources (legally)

Flipboard

If you’ve used ChatGPT Search or Perplexity you know that being able to search the web and get citations inline greatly improves these AI chatbots. Results are better when they involve timely information, and web search may reduce so-called hallucinations (i.e.

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Who can claim Aristotle?

Hacker News

Comments

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The Only Code That Matters Is Integrity—Not Intelligence

Flipboard

Artificial Intelligence allegiance lies in the code we have crafted. This is both its strength and its peril. AI as we know it is mimicking a form of intelligence but hollow—it lacks a moral core.

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The UX of Lego Interface Panels (2020)

Hacker News

LEGO interface panels are beautiful, iconic, and great for learning interface design basics. I bought 52 of them from BrickLink to explore the design, layout and organisation of complex interfaces.

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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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Artificial intelligence finds previously undetected historical climate extremes

Flipboard

There are over 30,000 weather stations in the world, measuring temperature, precipitation and other indicators often on a daily basis.

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In Praise of Print: Reading Is Essential in an Era of Epistemological Collapse

Hacker News

When the witty and wry English fantasy novelist Terry Pratchett interviewed Bill Gates for GQ in 1995, only 39% of Americans had access to a home computer. According to the Pew Research Center, the number who were connected to the internet was a paltry 14%.

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The AI classroom is already here: here's what’s coming next

Flipboard

The artificially intelligent classroom is already with us.

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Found in the wild: the first unkillable UEFI bootkit for Linux

Hacker News

“Bootkitty” is likely a proof-of-concept, but may portend working UEFI malware for Linux.

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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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Air Force continues to expand its version of ChatGPT following summer launch

Flipboard

The Air Force’s generative artificial intelligence platform, NIPRGPT, launched in June and has quickly grown to include thousands of users, according …

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Send someone you appreciate an official 'Continue and Persist' Letter

Hacker News

cargo.

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As the US government pivots to full Republican control, the outlook is uncertain for AI regulations

Flipboard

WASHINGTON (AP) — With artificial intelligence at a pivotal moment of development, the federal government is about to transition from one that …

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Dismantling ELT: The Case for Graphs, Not Silos

Hacker News

ELT is a bridge between silos. A world without silos is a graph. I’ve been banging my drum recently about the ills of Conway’s Law and the need for low-coupling data architectures. In my Curse of Conway and the Data Space blog post, I explored how Conway’s Law manifests in the disconnect between software development and data analytics teams. It is a structural issue stemming from siloed organizational designs, and it not only causes inefficiencies and poor collaboration but ultimately hinders bu

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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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Amazon reportedly develops new multimodal language model - SiliconANGLE

Flipboard

Amazon.com Inc. has reportedly developed a multimodal large language model that could debut as early as next week.

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What fossilized dino feces can tell us about their rise to dominance

Hacker News

Scientists studied trace fossils called bromalites to reconstruct critical food webs in late Triassic, early Jurassic.

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Would You Ride in a Self-Driving Robotaxi? Driverless Cars Struggle to Gain Traction

Flipboard

When The New York Times revealed that Google was developing self-driving cars some 14 years ago now, it kicked off a race among automakers to develop fully autonomous vehicles (AVs) or risk being left behind by the deep-pocketed tech giant.

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In the Rockets' Red Glare: The past and future of hot-rodding in America

Hacker News

The past and future of hot-rodding in America

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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?