Tue.Feb 18, 2025

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Grok 3 vs DeepSeek R1: Which is Better?

Analytics Vidhya

Just a few months ago, DeepSeek shook the AI world with its V3, R1, and Janus models. And recently, Elon Musk’s Grok 3 has joined the party! With the claim of being the smartest AI on Earth, expectations from Grok 3 are quite high. As per the official benchmarks shared by the xAI team at […] The post Grok 3 vs DeepSeek R1: Which is Better?

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7 MLOPs Projects for Beginners

KDnuggets

Develop AI applications, test them, and deploy on the cloud using user-friendly MLOps tools and straightforward methods.

AI 326
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7 Real-world Applications of DeepSeek V3

Analytics Vidhya

DeepSeekV3 is sparking a seismic shift in the AI arena. Developed by DeepSeekAI, this 671billionparameter MixtureofExperts (MoE) model trained on 14.8 trillion tokens challenges proprietary giants like GPT4o and Claude 3.5 Sonnet. With a design that dynamically allocates specialized experts for each input, DeepSeekV3 delivers high performance, cost efficiency, and unprecedented flexibility.

Analytics 271
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Understanding RAG Part V: Managing Context Length

Machine Learning Mastery

Conventional LLMs had context length limit, which restricts the amount of information processed in a single user-model interaction, as one of their major limitations. Where do RAGs play into this?

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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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R You Ready? Unlocking Databricks for R Users in 2025

databricks

As we welcome the new year, we're thrilled to announce several new resources for R users on Databricks: a comprehensive developer guide, the.

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Generate Realistic Videos with NVIDIA COSMOS 1.0 Diffusion

Analytics Vidhya

NVIDIA Cosmos is a transformative platform that utilizes World Foundation Models (WFMs) to change the face of robotics training. The platform creates simulated environments in which robots can learn and adapt before real-world deployment by generating physically realistic videos. This article discusses the key components, risk mitigation strategies, and ethical considerations of using NVIDIA’s Cosmos-1.0-Diffusion […] The post Generate Realistic Videos with NVIDIA COSMOS 1.0 Diffusio

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Grok 3 vs o3-mini: Which Model is Better?

Analytics Vidhya

It’s the season of 3s – from OpenAIs o3 models to now Grok 3, the latest launch by Elon Musks x.Ais – it is raining LLMs. The latest model which comes in two variants – Grok-3 and Grok-3 mini – brings a ton of features to Groks bucket. Although most of its new features have […] The post Grok 3 vs o3-mini: Which Model is Better?

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How Do I Improve My Logic Building in Programming?

KDnuggets

In this article we will go through the tips and tricks that can help with your logic-building skills.

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GRPO Fine-Tuning on DeepSeek-7B with Unsloth

Analytics Vidhya

DeepSeek has taken the world of natural language processing by storm. With its impressive scale and performance, this cutting-edge model excels in tasks like question answering and text summarization. Its ability to handle nuanced understanding makes it a game-changer across industries. Fine-tuning enhances its power, adapting it to niche needs and delivering precise results quickly. […] The post GRPO Fine-Tuning on DeepSeek-7B with Unsloth appeared first on Analytics Vidhya.

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Elon Musk unveils Grok 3 and Deep Search tool

Flipboard

Elon Musk took time away from infiltrating the White House on Tuesday to launch the latest edition of xAI's artificial intelligence chatbot , Grok 3. The tech billionaire and "special government employee" unveiled his AI company's latest model during a demo livestreamed on Musk-owned X. SEE ALSO: Elon Musk's DOGE.gov website can apparently be edited by anyone Musk was joined by xAI co-founders Jimmy Ba and Yuhuai "Tony” Wu, and lead engineer Igor Babuschkin, who all went into detail about

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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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Ensuring Accountability for All Agencies

Hacker News

By the authority vested in me as President by the Constitution and the laws of the United States of America, it is hereby ordered:

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Hightouch raises $80M on a $1.2B valuation for marketing tools powered by AI

Flipboard

Last decade, companies like Segment rewrote the book on how organizations used APIs to merge data from disparate apps to improve marketing strategies.

AI 181
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DeepSeek 'shared user data' with TikTok owner ByteDance

Hacker News

South Korea's data protection regulator says user data was sent to the Chinese owner of TikTok.

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Biggest-ever AI biology model writes DNA on demand

Flipboard

An artificial-intelligence network trained on a vast trove of sequence data is a step towards designing completely new genomes. An artificial-intelligence network trained on a vast trove of sequence data is a step towards designing completely new genomes.

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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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By the end of today, NASA's workforce will be about 10 percent smaller

Hacker News

A dark and painful day at a space agency that brings so much light and joy to the world.

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Elon Musk staffer created a DOGE AI assistant for making government ‘less dumb’

Flipboard

A senior Elon Musk staffer has created a custom AI chatbot that purports to help the Department of Government Efficiency eliminate government waste and is powered by Musks artificial intelligence company xAI, TechCrunch has learned.

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India's Tata Consultancy Was Gaming the US Visa System

Hacker News

New data show how TCS makes heavy use of employment visas reserved for managers. Ex-staffers say it was to get around H-1B rules.

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Thinking Machines Lab is ex-OpenAI CTO Mira Murati’s new startup

Flipboard

Former OpenAI CTO Mira Murati has announced her new startup. Unsurprisingly, its focused on AI.

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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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Catalytic Computing Taps the Full Power of a Full Hard Drive

Hacker News

Ten years ago, researchers proved that adding full memory can theoretically aid computation. Theyre just now beginning to understand the implications.

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Scientists Created the Lightest and Strongest Nanomaterial Ever

Flipboard

The possibilities are endless. An AI algorithm was taught to produce the lightest and strongest possible geometric structure for a nanomaterial (depending on what it was made of).

Algorithm 181
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File Pilot: A file explorer built for speed with a modern, robust interface

Hacker News

File Pilot is a file explorer built from scratch for light-speed performance, with a modern and robust interface.

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MIT spinout maps the body’s metabolites to uncover the hidden drivers of disease

Flipboard

MIT spinout ReviveMed uses large-scale metabolomic data and AI to gain insights into how treatments work and which patients stand to benefit the most.

AI 181
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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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My LLM codegen workflow ATM

Hacker News

A detailed walkthrough of my current workflow for using LLms to build software, from brainstorming through planning and execution.

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Like human brains, large language models reason about diverse data in a general way

Flipboard

A new study shows LLMs represent different data types based on their underlying meaning and reason about data in their dominant language.

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Nuclear fusion: WEST beats the world record for plasma duration

Hacker News

On 12 February, the CEAs WEST machine was able to maintain a plasma for more than 22 minutes. In doing so, it smashed the previous record for plasma duration achieved with a tokamak. This leap forward demonstrates how our knowledge of plasmas and technological control of them over longer periods is becoming more mature, and offers hope that fusion plasmas can be stabilised for greater amounts of time in machines such as ITER.

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Microsoft says AI tools such as Copilot or ChatGPT are affecting critical thinking at work – staff using the technology encounter 'long-term reliance and diminished independent problem-solving'

Flipboard

Using generative AI at work may impact the critical thinking skills of employees and that's according to Microsoft.

AI 180
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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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Migraine is more than a headache – a rethink offers hope

Hacker News

Drugs that can prevent or relieve migraine attacks are only effective for some people. Research is starting to untangle the reasons why. Drugs that can prevent or relieve migraine attacks are only effective for some people. Research is starting to untangle the reasons why.

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Announcing Automatic Identity Management for Azure Databricks

databricks

Databricks AI/BI is an AI-powered business intelligence solution native to the Databricks Platform that enables natural language queries and AI-generated insights. AI/BI Dashboards.

Azure 179
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Why Barcelona Bought the Building That Symbolizes Its Housing Crisis

Hacker News

After months of protests, the city stepped in to buy an apartment block where tenants faced eviction. But anger over high rents and real estate speculation continues.

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This AI scam can wipe out your bank account—just by hacking your Gmail

Dataconomy

Deepfake robocalls + fake emails = the most dangerous Gmail scam yet… Gmail users worldwide, totaling 1.8 billion, have been put on high alert regarding a sophisticated scam that exploits AI technology to access their accounts. This fraudulent scheme combines deepfake robocalls and counterfeit emails to bypass user security measures. Gmail users alerted to AI-driven scam targeting accounts Victims receive a call claiming that suspicious activity has been detected in their Gmail account, fo

AI 179
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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?