Sat.Apr 20, 2024 - Fri.Apr 26, 2024

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OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Machine Learning Research at Apple

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy.

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How to Run Llama 3 Locally?

Analytics Vidhya

Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family. From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware.

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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark clusters

databricks

Unlock the power of Apache Spark™ with Unity Catalog Lakeguard on Databricks Data Intelligence Platform. Run SQL, Python & Scala workloads with full data governance & cost-efficient multi-user compute.

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7 Python Libraries Every Data Engineer Should Know

KDnuggets

Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Using proxy servers for SEO tools: Enhancing your digital strategy

Dataconomy

In the competitive landscape of online marketing, achieving high rankings in search engine results is crucial for driving traffic, increasing visibility, and, ultimately, generating leads and conversions. To improve website rankings in Google and Bing search results, digital marketers often leverage various SEO tools and strategies. However, many of these tools require the use of proxy servers to function effectively.

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Mistral’s New Model Crushes Benchmarks in 4+ Languages

Analytics Vidhya

Mixtral 8x22B by Mistral AI Crushes Benchmarks in 4+ Languages The post Mistral’s New Model Crushes Benchmarks in 4+ Languages appeared first on Analytics Vidhya.

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China's Moon atlas is the most detailed ever made

Hacker News

The Geologic Atlas of the Lunar Globe doubles the resolution of Apollo-era maps and will support the space ambitions of China and other countries. The Geologic Atlas of the Lunar Globe doubles the resolution of Apollo-era maps and will support the space ambitions of China and other countries.

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Who is Sleeping, by Age and Time

FlowingData

When we’re young, we tend to have fewer responsibilities, which means we can sleep and wake up later. Then work and parenting come along, and our schedules grow more structured. We can see the shift in the percentage of people who are sleeping, given their age.

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Improve LLM performance with human and AI feedback on Amazon SageMaker for Amazon Engineering

AWS Machine Learning Blog

The Amazon EU Design and Construction (Amazon D&C) team is the engineering team designing and constructing Amazon warehouses. The team navigates a large volume of documents and locates the right information to make sure the warehouse design meets the highest standards. In the post A generative AI-powered solution on Amazon SageMaker to help Amazon EU Design and Construction , we presented a question answering bot solution using a Retrieval Augmented Generation (RAG) pipeline with a fine-tune

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For the planet and people: IBM’s focus on AI ethics in sustainability

IBM Journey to AI blog

AI can be a force for good, but it might also lead to environmental and sustainability concerns. IBM is dedicated to the responsible development and deployment of this technology, which can enable our clients to meet their sustainability goals. “AI is an unbelievable opportunity to address some of the world’s most pressing challenges in health care, manufacturing, climate change and more,” said Christina Shim, IBM’s global head of Sustainability Software and an AI Ethics

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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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Early tests of H5N1 prevalence in milk suggest U.S. bird flu outbreak in cows is widespread

Hacker News

Andrew Bowman, a veterinary epidemiologist at Ohio State University, had a hunch. He had been struck by the huge amounts of H5N1 virus he’d seen in milk from cows infected with the bird flu and thought that at least some virus was getting off of farms and going downstream — onto store shelves. He knew the Food and Drug Administration was working on its own national survey of the milk supply.

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Cost of developing new drugs may be far lower than industry claims, trial reveals

Hacker News

Exclusive: MSF calls for transparency after its bill for a trial of TB treatment came to a fraction of the billions claimed by pharmaceutical companies Doctors have for the first time released details of their spending on a major clinical trial, demonstrating that the true cost of developing a medicine may be far less than the billions of dollars claimed by the pharmaceutical industry.

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In Response to Google

Hacker News

Google has chosen to send a response to my article to Barry Schwartz of Search Engine Roundtable. Here is my response. (1) On the March 2019 core update claim in the piece: This is baseless speculation.

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U.S. “Know Your Customer” Proposal Will Put an End to Anonymous Cloud Users

Hacker News

It’s long been the case that access to certain services, whether on or offline, will only be granted when customers prove their identity. Often linked to financial products but in many cases basic money/goods transactions carried out online, handing over a name, address, date of birth and similar details, can increase confidence that a deal will more likely than not go according to plan.

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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.

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IBM to Acquire HashiCorp, Inc for $6.4 billion

Hacker News

IBM and HashiCorp Inc., a leading multi-cloud infrastructure automation company, announced they have entered into a definitive agreement under which IBM will acquire HashiCorp for $35 per share in cash, representing an enterprise value of $6.4 billion.

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Nvidia to Acquire Run:AI

Hacker News

To help customers make more efficient use of their AI computing resources, NVIDIA today announced it has entered into a definitive agreement to acquire Run:ai, a Kubernetes-based workload management and orchestration software provider. Customer AI deployments are becoming increasingly complex, with workloads distributed across cloud, edge and on-premises data center infrastructure.

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Tesla Profits Drop 55%

Hacker News

Tesla profits fell 55% to $1.13 billion in the first quarter from the same year-ago period as a protracted EV price-cutting strategy and “several unforeseen challenges” cut into the automaker’s bottom line. Tesla reported revenue of $21.3 billion in the first quarter, a 9% drop from the first quarter of 2023.

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Stripe, doubling down on embedded finance, de-couples payments from the rest of its stack

Hacker News

Stripe continues to hold the title of being the biggest financial technology business still in private hands, with a current valuation of about $65 billion and a whopping $1 trillion in total processed payment volume last year alone. But fintech is fragmented and a fast-moving target, and with competitors chipping away at its place, Stripe is […] © 2024 TechCrunch.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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The death of the 60/40 portfolio

Hacker News

April 21, 2024 The topic for this issue focuses on portfolio management in an era of less structural disinflation, and more broadly how a portfolio can be improved relative to the basic 60/40 portfolio.

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The Man Who Killed Google Search

Hacker News

This is the story of how Google Search died, and the people responsible for killing it. The story begins on February 5th 2019, when Ben Gomes, Google’s head of search, had a problem.

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TSMC's debacle in the desert: Missed deadlines and tension among coworkers

Hacker News

Taiwan Semiconductor Manufacturing Company (TSMC) was slated to open a plant in Phoenix, Arizona in 2024. It aimed to bring thousands jobs, but the expansion hasn’t taken off.

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Google delays third-party cookie demise yet again

Hacker News

Google is delaying the end of third-party cookies in its Chrome browser — again. In other unsurprising developments, water remains wet. The announcement was made on Tuesday ahead of quarterly reports from Google and the ever-watchful U.K. Competition and Markets Authority (CMA), keeping tabs on how this whole situation unfolds. “We recognize that there are ongoing challenges related to reconciling divergent feedback from the industry, regulators and developers, and will continue to engage closel

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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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TSMC Jumps Into Silicon Photonics, Lays Out Roadmap For 12.8 Tbps COUPE On-Package Interconnect

Hacker News

Optical connectivity – and especially silicon photonics – is expected to become a crucial technology to enable connectivity for next-generation datacenters, particularly those designed HPC applications. With ever-increasing bandwidth requirements needed to keep up with (and keep scaling out) system performance, copper signaling alone won't be enough to keep up.

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Why Cats Knock Stuff Over (2023)

Hacker News

Why do cats like to push stuff over edges and then curiously watch the fallen object? I suggest that they are play-hunting, and are testing the ‘prey’ for liveness & playing-dead, similarly to tossing or poking it with claws.

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Decline in heart failure deaths has been undone, led by people under 45

Hacker News

Heart failure mortality rates are moving in the wrong direction, a new analysis reports, reversing a decline in deaths that means more people in the United States are dying of the condition today than 25 years ago. The concerning conclusion comes as newer medications are raising hopes for better outcomes in the years to come. A research letter published Wednesday in JAMA Cardiology tracked U.S. death certificate data from 1999 through 2021, revealing a steady drop in deaths until 2012, when rate

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It's not your age that's slowing your metabolism, new research says

Hacker News

It’s a generally accepted belief that as you age, your resting metabolism slows — especially over age 40. Not true, says an August study published in the journal Science. Fitness expert Dana Santas shares four science-backed ways to boost your metabolism.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Do insects have an inner life? Animal consciousness needs a rethink

Hacker News

A declaration signed by dozens of scientists says there is “a realistic possibility” for elements of consciousness in reptiles, insects and molluscs. A declaration signed by dozens of scientists says there is “a realistic possibility” for elements of consciousness in reptiles, insects and molluscs.

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Air Force picks Anduril, General Atomics to develop unmanned fighter jets

Hacker News

The two vendors emerged successful from an original pool of five and are expected to carry their drone designs through a prototyping phase that will build and test aircraft.

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Two lifeforms merge in once-in-a-billion-years evolutionary event

Hacker News

Scientists have discovered that a once-in-a-billion-years evolutionary event is underway, as two lifeforms have merged into one organism that boasts abilities its peers would envy. Last time this happened, Earth got plants.

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GitHub comments abused to push malware via Microsoft repo URLs

Hacker News

A GitHub flaw, or possibly a design decision, is being abused by threat actors to distribute malware using URLs associated with a Microsoft repository, making the files appear trustworthy.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.