Sun.Sep 24, 2023

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Empowering Contextual Document Retrieval: Leveraging GPT-2 and LlamaIndex

Analytics Vidhya

Introduction In the world of information retrieval, where oceans of text data await exploration, the ability to pinpoint relevant documents efficiently is invaluable. Traditional keyword-based search has its limitations, especially when dealing with personal and confidential data. To overcome these challenges, we turn to the fusion of two remarkable tools: leveraging GPT-2 and LlamaIndex, an […] The post Empowering Contextual Document Retrieval: Leveraging GPT-2 and LlamaIndex appeared fir

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Using Images and Metadata for Product Fuzzy Matching with Zingg

databricks

Product matching is an essential function in many retail and consumer goods organizations. Incoming products are compared to items in the existing product.

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FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization

Machine Learning Research at Apple

The recent amalgamation of transformer and convolutional designs has led to steady improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a hybrid vision transformer architecture that obtains the state-of-the-art latency-accuracy trade-off. To this end, we introduce a novel token mixing operator, RepMixer, a building block of FastViT, that uses structural reparameterization to lower the memory access cost by removing skip-connections in the network.

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Croatia demolished houses of libertarian project “Liberland”, seized property

Hacker News

Reckless destruction of houses and removal of belongings takes Liberlanders by surprise MATEOS MARINA, LIBERLAND, SEPTEMBER 22 – On the morning of Thursday, September 21, a private company under orders from the Zupan (Prefecture) Inspector acting on behalf of the Croatian Forests (Hrvatske Šume d.o.o.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion

Machine Learning Research at Apple

Implicit neural fields, typically encoded by a multilayer perceptron (MLP) that maps from coordinates (e.g., xyz) to signals (e.g., signed distances), have shown remarkable promise as a high-fidelity and compact representation. However, the lack of a regular and explicit grid structure also makes it challenging to apply generative modeling directly on implicit neural fields in order to synthesize new data.

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The State of Async Rust

Hacker News

Recently, I found myself returning to a compelling series of blog posts titled Zero-cost futures in Rust by Aaron Turon about what would become the foundation of Rust's async ecosyste…

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Japan pharma startup to begin human trials of tooth regrowth drug in 2024

Hacker News

A team of scientists led by a Japanese pharmaceutical startup has been working on a drug to stimulate the growth of new teeth in what would be a world-first, aiming to put it on the market by around 2030.

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NASA reveals latest weapon to 'search the heavens' for UFOs, aliens

Flipboard

Artificial intelligence and machine learning will be "essential" to finding and proving the existence of extraterrestrial life and UFOs, NASA said.

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LaLiga “Talks to Google” About Deleting Piracy Apps From a Million Phones

Hacker News

An event organized by Spanish football league LaLiga took place at the Museum of Arts and Sciences of Valencia yesterday. LaLiga were joined at “Fight Against Piracy in Sporting Events” by Víctor Francos Díaz , Spain’s recently appointed Secretary of State for Sports and president of the Higher Sports Council (CSD), and MEP Iban García del Blanco.

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This crazy new AI robot receptionist is basically ChatGPT with a face

Flipboard

We’ve finally entered the world of creepy AI robots, and the latest is essentially a robot receptionist that runs off ChatGPT’s large language model …

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Two photographers captured the same millisecond in time (2018)

Hacker News

After being accused of stealing one another's photo, Ron Risman and Eric Gendron, both from New England, learned that they had captured the exact same millisecond in time, from the same location, using different cameras, to create virtually identical images.

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Metaphysic’s Tom Graham wants to arm us in the fight against deepfakes

Flipboard

The same people who made the viral Tom Cruise deepfakes are now advocating that everyone copyright their own AI persona. “Deep Tom Cruise changed everything,” Metaphysic CEO Tom Graham says over a video call from Porto, Portugal.

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LARPing and Violent Extremism

Hacker News

Definitive practical and psychological distinctions between live action role play and violent extremism can help investigators during their pursuit of justice.

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How to use ChatGPT to fully automate your content creation and social media workflows

Flipboard

If you would like to harness the power of OpenAI’s ChatGPT to help automate your content creation and social media workflow this quick guide will take …

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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OSIRIS-REx Asteroid Sample Return [video]

Hacker News

Watch a spacecraft deliver an asteroid sample to Earth! Our OSIRIS-REx (Origins, Spectral Interpretation, Resource Identification, and Security–Regolith Expl.

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Google’s AI is trying to one-up ChatGPT and Bing with new everyday AI features

Flipboard

Many people are already using tools like OpenAI’s ChatGPT generative AI chatbot and Bing, which also sources current information on the internet in its results, to help with various tasks, such as writing essays, creating images and more.

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A Hackers' Guide to Language Models [video]

Hacker News

In this deeply informative video, Jeremy Howard, co-founder of fast.ai and creator of the ULMFiT approach on which all modern language models (LMs) are based.

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The AI ‘Age of Uncertainty’

Flipboard

Historically, periods of rapid advancement and change have ushered in times of great uncertainty.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Netflix prepares to send its final red envelope

Hacker News

The company’s DVD subscription service is ending this month, bringing to a close an origin story that ultimately upended the entertainment industry.

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AI and Analytics Transforming the Customer Experience in Australia

Flipboard

The landscape of customer experience (CX) in Australia is transforming, propelled by integrating artificial intelligence (AI) and analytics into CX strategies. The emergence of remote work, the transition to cloud-based contact centers, and the rise of digital self-service channels have spurred this evolution. This article explores the key developments in AI-driven CX strategies in Australia.

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Unpacking Elixir: Resilience

Hacker News

The nine nines. 99.9999999% of uptime. Whether the AXD301 actually deserves to be held up as a system of nine nines seems debatable. I am not particularly interested in that debate. Erlang has a strong record for reliability and a design intended to help you as a developer and operator achieve your nines. Maybe just five of them. Up to you really.

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Philippines' First-Ever AI Sportscasters are bridging the gap between humans and machines.

Flipboard

In a world increasingly defined by technological innovation, the Philippines recently made headlines with the debut of its first-ever AI-generated sportscasters on GMA Network. This development raises questions about the role of artificial intelligence in traditional professions, echoing the sentiments of renowned author and thinker Malcolm Gladwell during his recent visit to Manila.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Full Resolution Photo Archive

Hacker News

Collection of landscapes photos. I try to keep the resolution as big as possible for them to be used as wallpapers or not lose any relevancy due to low resolution.

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Google Focuses on 'Everyday' AI Features to Compete with ChatGPT and Bing: Generative AI Assistance

Flipboard

Google is adding artificial intelligence to "everyday" uses as it tries to compete with Microsoft and OpenAI's Bing and ChatGPT. Learn more.

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Brightline Orlando's first train: 125 mph from MCO to MIA [video]

Hacker News

Hello and welcome to Brightline Orlando! Today we’re riding on Brightline’s inaugural train from Orlando International Airport to MiamiCentral station._Trip.

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Intel Anticipates a Shift to Gigantic AI Models in 2023

Flipboard

Intel, a renowned player in the technology sector for over four decades, envisions a significant year ahead in the realm of Artificial Intelligence (AI). Gadi Singer, Intel’s Vice President and Director of Emergent AI Research reflects on the past and provides insights into the future. In a recent interview with Fierce Electronics, Singer underscores the.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Ken Follett Says Readers Still Like Epic Books

Hacker News

Dwindling attention spans haven’t hurt the appeal of his doorstop-sized novels: ‘The evidence is in my bank account.

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Raspberry Pi Monitors Traffic with AI for Urban Planning and More

Flipboard

Maker Naveem uses a Raspberry Pi to drive his AI traffic monitor project built using a BrainChip Akida Dev Kit.

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Our humble attempt at “how much data do you need to fine-tune”

Hacker News

Efficacy of OpenAI Fine-tuning API, Cost/Latency Considerations, Experiencing Catastrophic Forgetting, and.Getting Roasted by a Fine-tuned GPT-3.

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A former Fermilab physicist, U.S. Rep. Bill Foster is using AI technology, and he’s worried

Flipboard

As the only member of Congress with a Ph.D. in physics, Foster is using AI to learn more about a field that fascinates many and terrifies others, including federal officials.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.