Sun.Dec 15, 2024

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The 5 Regression Metrics That Matter: Last-Minute ML Interview Prep

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Raghu Teja Manchala Originally published on Towards AI. Short and Concise: The Most Asked Regression Metrics in Interviews. Source: Image by Sam Nguyen on Avada Over the past few years, I have had numerous interviews, ranging from scenario-based to technical rounds. When it comes to machine learning regression models, interviewers typically focus on five key performance metrics, which are the ones mostly used by Data Scientists in re

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What exactly is an AI agent?

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AI agents are supposed to be the next big thing in AI, but there isnt an exact definition of what they are. To this point, people cant agree on what exactly constitutes an AI agent.

AI 180
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Multi-Agent Collaboration: The Future of Problem Solving with GenAI.

Towards AI

Last Updated on December 16, 2024 by Editorial Team Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The field of artificial intelligence (AI) has witnessed extraordinary advancements in recent years, ranging from natural language processing breakthroughs to the development of sophisticated robotics.

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What exactly is an AI agent?

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AI agents are supposed to be the next big thing in AI, but there isnt an exact definition of what they are. To this point, people cant agree on what exactly constitutes an AI agent.

AI 179
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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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Oldest Human Genomes Reveal How a Small Group Burst Out of Africa

Hacker News

DNA from European fossils dating back 45,000 years offers new clues to how our species spread across the world.

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6 Game-Changing AI Breakthroughs That Defined 2024

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Without a doubt, 2024 will go down as a year in which we saw much groundbreaking progress and many giant leaps forward in the development of artificial intelligence.

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AI "nudify" sites lack transparency, researcher says

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A researcher looking into "nudify" sites found a lack of transparency, from who's running the sites to how people are paying for the images.

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Top 20 Data Warehouse Interview Questions You Must Know in 2025

Pickl AI

Summary : This guide provides an in-depth look at the top data warehouse interview questions and answers essential for candidates in 2025. Covering key concepts, techniques, and best practices, it equips you with the knowledge needed to excel in interviews and demonstrates your expertise in data warehousing. Introduction As the demand for data professionals continues to rise, understanding data warehousing concepts becomes increasingly essential for candidates preparing for interviews in 2025.

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New Tests Reveal AI’s Capacity for Deception

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The myth of King Midas is about a man who wishes for everything he touches to turn to gold. This does not go well: Midas finds himself unable to eat or drink, with even his loved ones transmuted.

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Chip Cities Rise in Japan's Fields of Dreams

Hacker News

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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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The Samsung Galaxy S25 is tipped to come with a huge Bixby AI upgrade

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Amidst the rapid rise of ChatGPT, Copilot, and Gemini, you might have forgotten all about Samsung's Bixby but a revamp is coming for the AI

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The Impact of Artificial Intelligence: Transforming Our World

Pickl AI

Summary: Impact of Artificial Intelligence (AI) is revolutionizing multiple industries, including healthcare, finance, and transportation. By automating processes, improving diagnostics, and personalizing customer experiences, AI enhances efficiency and productivity. Its applications range from self-driving cars to personalized learning platforms, showcasing its transformative potential in our daily lives and the global economy.

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See how Google Gemini 2.0 Flash can perform hours of business analysis in minutes

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Anyone who has had a job that required intensive amounts of analysis will tell you that any speed gain they can find is like getting an extra 30, 60, or 90 minutes back out of their day.

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Automotive Grade Linux Launches New Expert Group Led by Toyota

Hacker News

AGL launches new Open Source Program Office (OSPO) Expert Group led by Toyota to help automakers manage open source activities.

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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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ChatGPT Search Now Free For All. Here’s Why You Should Try It

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OpenAI announced today that ChatGPT Search is now available, for free, for all with an OpenAI account. Previously it was only available for paying users behind a subscription paywall.

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Few Examples Where GPT-4o Fails to Think/Reason !!

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Large language models (LLMs) are like students who memorized a lot but dont always understand. Theyre great at giving solutions based on what theyve learned, but sometimes they struggle with actual thinking.

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What Drone Hysteria Reveals About AI, Trust And Reality

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It started with strange lights in the sky over New Jersey. Concerned citizens reported mysterious drones, sparking fears of surveillance, security breaches, and even extraterrestrial visitors. Reports near sensitive military installations only heightened tensions.

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The 5 Regression Metrics That Matter: Last-Minute ML Interview Prep

Towards AI

Last Updated on December 16, 2024 by Editorial Team Author(s): Raghu Teja Manchala Originally published on Towards AI. Short and Concise: The Most Asked Regression Metrics in Interviews. Source: Image by Sam Nguyen on Avada Over the past few years, I have had numerous interviews, ranging from scenario-based to technical rounds. When it comes to machine learning regression models, interviewers typically focus on five key performance metrics, which are the ones mostly used by Data Scientists in re

ML 110
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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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This is how South Florida schools are using AI in the classroom

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NBC6 explores how students and staff at South Florida schools are using AI to boost the learning experience.

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Multi-Agent Collaboration: The Future of Problem Solving with GenAI.

Towards AI

Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The field of artificial intelligence (AI) has witnessed extraordinary advancements in recent years, ranging from natural language processing breakthroughs to the development of sophisticated robotics. Among these innovations, multi-agent systems (MAS) have emerged as a transformative approach for solving problems that single agents struggle to address.

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Beijing urges Chinese schools to prioritize teaching AI amid US tech trade war

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Beijing is urging Chinese schools to integrate artificial intelligence into curriculums for kids as young as six in a bid to build-up domestic talent

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Multi-Agent Collaboration: The Future of Problem Solving with GenAI.

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The field of artificial intelligence (AI) has witnessed extraordinary advancements in recent years, ranging from natural language processing breakthroughs to the development of sophisticated robotics.

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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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Business Tech News: A Technology Writer Warns Not To Trust ChatGPT Search, At Least For Now

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Business Tech News: Dont Trust ChatGPT Search Here are five things in business tech news that happened this week and how they affect your business. Did you miss them? 1 Business Tech News: Don't trust ChatGPT Search and definitely verify anything it tells you.

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Kowloon Walled City: Heterotopia in a Space of Disappearance (2013)

Hacker News

Essay by Matthew Hung with photography by Greg Girard.

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LLMs and regular expressions

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LLMs and regular expressions are complementary. What is difficult with one may be easy with the other. How we use regex to do quality assurance on LLMs.

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Few Examples Where GPT-4o Fails to Think/Reason !!

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Large language models (LLMs) are like students who memorized a lot but dont always understand. Theyre great at giving solutions based on what theyve learned, but sometimes they struggle with actual thinking.

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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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Galaxy S25 series could mark the global rollout of a China-exclusive Samsung feature

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Bixby will get a new lease of life with the Galaxy S25 series. Samsungs Galaxy S24 series launch was all about Galaxy AI, with its longtime digital assistant, Bixby, taking a back seat. However, it looks like Samsung isnt ready to give up on Bixby just yet.

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3D-Printed Dune Chess Set

Hacker News

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What’s “Deep Tech,” and Why Are People Excited for It?

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If youre interested in new technology, and maybe even in how investing works, you will have heard the term deep tech.

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Few Examples Where GPT-4o Fails to Think/Reason !!

Towards AI

Last Updated on December 16, 2024 by Editorial Team Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Large language models (LLMs) are like students who memorized a lot but dont always understand. Theyre great at giving solutions based on what theyve learned, but sometimes they struggle with actual thinking.

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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?