Tue.Nov 28, 2023

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Evaluating large language models (LLMs) – Insights about transforming trends

Data Science Dojo

In the dynamic landscape of artificial intelligence, the emergence of Large Language Models (LLMs) has propelled the field of natural language processing into uncharted territories. As these models, exemplified by giants like GPT-3 and BERT, continue to evolve and scale in complexity, the need for robust evaluation methods becomes increasingly paramount.

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Four Ways SMBs Can Harness the Power of Data, Without a Data Scientist

insideBIGDATA

In this contributed article, Robyn Meyer, Vice President, Solutions at Transportation Insight, delves into the challenges faced by small and medium-sized businesses (SMBs) in leveraging data effectively and offers practical strategies to overcome these hurdles.

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Enhancing your team’s performance by building a data culture

databricks

Defining what a data culture is can vary by organization. A data culture is the shared values, attitudes, and behaviors that enable organizations.

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How Big Data Is Saving Lives in Real Time: IoV Data Analytics Helps Prevent Accidents

KDnuggets

This posts talks about what needs to be taken care of in IoV data analysis, and shows the difference between a near real-time analytic platform and an actual real-time analytic platform with a real-world example.

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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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India’s Ola CEO Bhavish Aggarwal Ventures into AI Development

Analytics Vidhya

In the dynamic tech landscape, India is carving out its niche with an ambitious new player in the AI domain. Ola CEO Bhavish Aggarwal spearheads the latest innovation, named ‘Krutrim,’ poised to make waves both local and international. This homegrown solution aims to showcase the prowess of Indian technology on a global stage. The Genesis […] The post India’s Ola CEO Bhavish Aggarwal Ventures into AI Development appeared first on Analytics Vidhya.

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AWS Widens Data Pipelines + Creates Amazon Q Gen-AI Assistant

Adrian Bridgwater for Forbes

Because data exists in so varied a set of structures and forms that we can do much with it - but, that means we need ways to connect all our data.

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Rethinking How Data is Stored and Processed Brings Scale and Speed to Modern Data-Intensive Applications

insideBIGDATA

In this contributed article, Prasad Venkatachar, Sr Director – Products & Solutions at Pliops, discusses how modern data-intensive applications that include E-commerce, Social Networking, Messaging, and online gaming services heavily depend on Key-Value stores. All these business-critical applications demand state-of-the-art data storage and processing infrastructure to serve the data at high throughput with low latency and highly fault-tolerant and yet cost-effective.

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Latest ChatGPT trends to give you viral and productive ideas

Dataconomy

We are living in interesting times. The latest ChatGPT trends on social media offers us different aspects of AI usage, sometimes funny, sometimes productive. ChatGPT’s presence is being felt across various spectrums. It’s a curious blend of humor and utility, each post and conversation opening new windows into the potential and versatility of AI in our daily lives.

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The Washington Post Will Pause Its Advertising on X

Hacker News

The move comes after Elon Musk endorsed the Pizzagate conspiracy theory.

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Claim your Discord Nitro x Midjourney free trial now

Dataconomy

Everything you need to know about the Discord Nitro x Midjourney free trial is explained in this article. From November 27, 2023, to December 27, 2023, Discord Nitro members can claim a one-month free trial of Midjourney’s Basic Plan. Follow our simple guide to seamlessly redeem this limited-time offer. How to get the Discord Nitro x Midjourney free trial Here are the steps to get the Discord Nitro x Midjourney free trial: Ensure eligibility Claiming the code on Discord Redeeming the code

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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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Why Won’t OpenAI Say What the Q* Algorithm Is?

Flipboard

Supposed AI breakthroughs are frequently veiled in secrecy, hindering scientific consensus. Last week, it seemed that OpenAI—the secretive firm behind ChatGPT—had been broken open.

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MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers

Hacker News

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers

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Amazon Introduces Q, an A.I. Chatbot for Companies

Flipboard

Amazon has been racing to shake off the perception that it is lagging in the push to take advantage of artificial intelligence.

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Undercover in Saudi Arabia's secretive program to keep the world burning oil

Hacker News

Speaking to undercover reporters, Saudi energy officials disclosed ambitious plans to undo progress on phasing out oil by financing high carbon infrastructure across Africa and Asia.

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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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Amazon announces Q, an AI chatbot for businesses

Flipboard

The product, announced at Amazon Web Services' Reinvent conference, is Amazon's latest effort to challenge Microsoft and Google in productivity software.

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Files Suggest UN Climate Summit's Leader Is Using Event to Promote Fossil Fuels

Hacker News

A leaked document has talking points for the president of the United Nations climate conference, who is an oil executive in the United Arab Emirates, to advance oil and gas deals.

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The technology behind ChatGPT is evolving insanely fast

Flipboard

It's been only a year since OpenAI released ChatGPT, but the technology has evolved at such a rapid pace that the original now seems almost …

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Half Life:25th Anniversary Documentary

Hacker News

To celebrate the 25th Anniversary of the release of Half-Life we reunited the original development team to share their memories of creating Valve's first gam.

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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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Amazon’s Answer to ChatGPT Is a Workplace Assistant Called Q

Flipboard

Amazon has developed a generative AI helper that codes, manages cloud software, and powers business apps.

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Positional description matters for transformers arithmetic

Hacker News

Transformers, central to the successes in modern Natural Language Processing, often falter on arithmetic tasks despite their vast capabilities --which paradoxically include remarkable coding abilities. We observe that a crucial challenge is their naive reliance on positional information to solve arithmetic problems with a small number of digits, leading to poor performance on larger numbers.

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'If you have a face, you have a place in the conversation about AI,' expert says

Flipboard

Computer scientist Joy Buolamwini was a graduate student at MIT when she made a startling discovery: The facial recognition software program she was working on couldn't detect her dark skin; it only registered her presence when she put on a white mask.

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FDA agrees Loyal's data supports effectiveness for large dog lifespan extension

Hacker News

A historic milestone in developing the first drug for healthy lifespan extension in dogs

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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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Amazon’s Q AI assistant lets users ask questions about their company’s data

Flipboard

Amazon Q, currently available for contact centers, will be integrated to other AWS services soon. Amazon’s cloud business AWS launched a chat tool called Amazon Q, where businesses can ask questions specific to their companies.

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Unity Software with a 'company reset' walks away from film VFX and the W?t? Deal

Hacker News

Our best wishes to all the team members of the Unity Wētā Tools' division following its closure.

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Here’s everything Amazon Web Services announced at AWS re:Invent

Flipboard

We will deliver quick hits of the biggest news from AWS re:Invent as they are announced. © 2023 TechCrunch. All rights reserved. For personal use only.

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Google’s new geothermal energy project is up and running

Hacker News

Google partnered with clean energy startup Fervo on a new geothermal project in Nevada that will send electricity to the grid that serves two of Google’s data centers. | Image: Google A first-of-its-kind geothermal project is now up and running in Nevada, where it will help power Google’s data centers with clean energy. Google is partnering with startup Fervo, which has developed new technology for harnessing geothermal power.

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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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Mother plucker: Steel fingers guided by AI pluck weeds rapidly and autonomously

Flipboard

AI applications like the Ekobot may help the people and the environment. Anybody who has pulled weeds in a garden knows that it's a tedious task.

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General Availability of the AWS SDK for Rust

Hacker News

We’re excited to announce that the AWS SDK for Rust is now generally available and supported for production use. The AWS SDK for Rust provides an idiomatic, type-safe API, along with the benefits of the Rust language such as performance, reliability, and productivity.

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The ‘self-operating’ computer emerges

Flipboard

Late nights with a newborn can lead to unexpected breakthroughs. Such was the case for OthersideAI developer Josh Bickett, who had an idea for a groundbreaking new “self-operating computer framework” while feeding his daughter in the middle of the night.

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SDXL Turbo: A Real-Time Text-to-Image Generation Model

Hacker News

SDXL Turbo is a new text-to-image mode based on a novel distillation technique called Adversarial Diffusion Distillation (ADD), enabling the model to create image outputs in a single step and generate real-time text-to-image outputs while maintaining high sampling fidelity.

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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?