Wed.Feb 12, 2025

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A Comprehensive Guide to Pre-training LLMs

Analytics Vidhya

We’re already into the second month of 2025, and every passing day brings us closer to Artificial General Intelligence (AGI)AI that can tackle complex problems across multiple sectors at a human level. Take DeepSeek, for instance. Until recently, could you have imagined an organization before 2024 that could build a cutting-edge Generative AI model for […] The post A Comprehensive Guide to Pre-training LLMs appeared first on Analytics Vidhya.

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Top 5 Freelancer Websites Better Than Fiverr and Upwork

KDnuggets

Discover freelancing platforms that care about you, not just your money, offering low commission rate, better policies, and higher earning potential.

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Announcing the Databricks AI Security Framework 2.0

databricks

We are excited to announce the second edition of the Databricks AI Security Framework (DASF 2.0 download now )! Organizations racing to harness.

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5 LLM Prompting Techniques Every Developer Should Know

KDnuggets

Want to make the most out of large language models? Check out these prompting techniques you can start using today.

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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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Intel stock gains 6% on Arrow Lake hype: Should investors buy in?

Dataconomy

Shares of Intel rose 6% following the release of preliminary benchmarks for its new Arrow Lake-based Core Ultra 9 275HX processor, which demonstrated strong performance against competitors. Intel shares rise 6% on strong Arrow Lake processor benchmarks According to a review by Tom’s Hardware , the 275HX outperformed AMD’s Ryzen 9 7945HX3D by 7% in CPU Mark.

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Implementing Multi-Modal RAG Systems

Machine Learning Mastery

Large language models (LLMs) have evolved and permeated our lives so much and so quickly that many we have become dependent on them in all sorts of scenarios.

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Lingopal.ai raises $14 million to expand real-time speech translation technology

Dataconomy

Lingopal.ai has secured $14 million in Series A funding , led by DCM Ventures with participation from Scrum Ventures, Marquee Ventures, and angel investors. The investment will support global expansion and further development of its AI-driven speech-to-speech translation technology. Businesses seeking to communicate with international audiences often face high translation costs and limited accessibility to human translators.

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Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI

AWS Machine Learning Blog

This blog post is co-written with Moran beladev, Manos Stergiadis, and Ilya Gusev from Booking.com. Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Trained on broad, generic datasets spanning a wide range of topics and domains, LLMs use their parametric knowledge to perform increasingly complex and versatile tasks across multiple business use cases.

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Beginnings of Roman London discovered in office basement

Hacker News

The discovery has been described as one of the most important pieces of Roman history in the City of London.

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AI vs. Human Therapists: Study Finds ChatGPT Responses Rated Higher

Flipboard

A new study suggests that ChatGPTs responses in psychotherapy scenarios are often rated higher than those written by human therapists.

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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?

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Leaking the email of any YouTube user for $10,000

Hacker News

What could've been the largest data breach in the world - an attack chain on Google services to leak the email address of any YouTube channel

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How Big Tech, ChatGPT And DeepSeek Could Lose To Decentralized AI

Flipboard

Big TechAmazon, Google, Meta, Microsofthave announced plans to invest roughly $320 billion in AI innovations this year, which marks a 28% spending increase over their combined AI spending in 2024.

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Smuggling arbitrary data through an emoji

Hacker News

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Paris AI summit: Why won’t US, UK sign global artificial intelligence pact?

Flipboard

While some countries want to ensure inclusion in development of AI, others call for low regulation.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Record-breaking neutrino is most energetic ever detected

Hacker News

Although still under construction, the sea-floor KM3NeT detector spotted a neutrino 20 times more powerful than any previously detected. Although still under construction, the sea-floor KM3NeT detector spotted a neutrino 20 times more powerful than any previously detected.

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Google will use machine learning to estimate a user’s age

Flipboard

Google will soon use machine learning to estimate the age of its users. In an update on Wednesday, Google said its testing a machine learning model in the US to help determine whether someone is under 18, allowing it to provide more age-appropriate experiences across its platforms.

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Syria just hosted its first international tech conference in 50 years

Hacker News

he SYNC 25 conference was organized by a group of Syrian-Americans working in Silicon Valley; they hope to facilitate 25,000 new tech jobs in Syria by 2030.

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Evolution of Utilities: The Rise Of The Data Intelligent Utility

databricks

Utilities Of Today Todays power grid traces its roots back to the late 1800s when Pearl Street Station first serviced a handful of.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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The Prophet of Parking

Hacker News

A eulogy for the great Donald Shoup

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DeepSeek: how China’s embrace of open-source AI caused a geopolitical earthquake

Flipboard

A big bet on open-source technology has enabled China to rapidly scale its AI innovation while Silicon Valley remains limited by corporate structures.

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YouTube's New Hue

Hacker News

Discover how Google modernized YouTube's iconic red hue with accessibility and motion design in mind.

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Google to test using AI to determine users’ ages

Flipboard

Google will start using artificial intelligence to determine whether users are age appropriate for its products, the company said Wednesday.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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NN#5 — Neural Networks Decoded: Concepts Over Code

Towards AI

Last Updated on February 12, 2025 by Editorial Team Author(s): RSD Studio.ai Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: Analytics Vidhya In our ongoing quest to unlock the brains of AI, weve built a foundation of understanding, from the neuron-inspired perceptron to the power of activation functions in creating non-linear models.

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OpenAI Investor Kushner Tells Startup’s Staff: Leaving Is a Bad Idea

Flipboard

How fierce is the fight for talent at OpenAI and its rivals?

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The dream of offshore rocket launches is finally blasting off

Hacker News

Sea-based launches are hitting their stride. That could lead to a lot more space missions with a lot less red tape.

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AI model deciphers the code in proteins that tells them where to go

Flipboard

A new machine-learning model can predict protein localization to cellular compartments, generate proteins to localize to a desired compartment, and detect disease mutations that alter cellular compartments, with implications for understanding and remedying disease.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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100 Most-Watched Software Engineering Talks of 2024

Hacker News

A complete list of the top 100 most watched talks of 2024 ordered by the number of views.

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How Did DeepSeek Build Its A.I. With Less Money?

Flipboard

The Chinese start-up used several technological tricks, including a method called mixture of experts, to significantly reduce the cost of building the technology. Last month, U.S.

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Vanishing Culture: Punch Card Knitting

Hacker News

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OpenAI CEO Perfectly Sums Up What Drives Elon Musk In Brutal Mic Drop Rant

Flipboard

OpenAI CEO Sam Altman insisted that the California-based AI research organization was "not for sale" after Elon Musk's investor group offered $97.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.