Sat.Aug 05, 2023

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Caching Generative LLMs | Saving API Costs

Analytics Vidhya

Introduction Generative AI has prevailed so much that most of us will be or already have started working on applications involving Generative AI models, be it Image generators or the famous Large Language Models. Most of us work with Large Language Models, especially the closed source ones like OpenAI, where we have to pay to […] The post Caching Generative LLMs | Saving API Costs appeared first on Analytics Vidhya.

Analytics 269
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How Marketers Can Outsource Zero-party Data to their Users to Save Money, Reduce Risks, and Improve CX

insideBIGDATA

In this contributed article, Martin Fogelman, founder and CEO of Pluto 5000, discusses how companies are increasingly relying on zero-party data to make decisions and gain insights, but who owns that data? In an era where tech and regulators are at odds with each other, it’s time to consider the benefits of keeping user-generated data with its rightful owners: the users themselves.

Big Data 195
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The Inspirational Journey of a Google Trailblazer

Analytics Vidhya

Introduction Tales of triumph and accomplishment often emerge in the ever-evolving landscape of technology giants, showcasing the remarkable journeys of individuals who dared to dream big and worked tirelessly to achieve their goals. At the heart of such narratives lies an associate principal at Google, whose inspiring success story is a testament to the dedication, […] The post The Inspirational Journey of a Google Trailblazer appeared first on Analytics Vidhya.

Analytics 269
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New acoustic attack steals data from keystrokes with 95% accuracy

Flipboard

A team of researchers from British universities has trained a deep learning model that can steal data from keyboard keystrokes recorded using a microphone with an accuracy of 95%.

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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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Knowledge Graphs: The Game-Changer in AI and Data Science

Analytics Vidhya

Introduction Knowledge graphs have emerged as a powerful and versatile approach in AI and Data Science for recording structured information to promote successful data retrieval, reasoning, and inference. This article examines state-of-the-art knowledge graphs, including construction, representation, querying, embeddings, reasoning, alignment, and fusion.

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Electrogenetic interface to program mammalian gene expression by direct current

Hacker News

Wearable electronic devices are playing a rapidly expanding role in the acquisition of individuals’ health data for personalized medical interventions; however, wearables cannot yet directly program gene-based therapies because of the lack of a direct electrogenetic interface. Here we provide the missing link by developing an electrogenetic interface that we call direct current (DC)-actuated regulation technology (DART), which enables electrode-mediated, time- and voltage-dependent transge

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Immune cells fighting cancer get exhausted within hours of encountering tumors

Hacker News

T cells recognize and kill cancer cells but quickly lose their effectiveness. This fast dysfunction may help explain why immunotherapy doesn’t lead to long-term remission for many patients.

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How to leverage large language models without breaking the bank

Flipboard

Generative AI continues to dominate headlines. At its onset, we were all taken in by the novelty. But now we’re far beyond the fun and games — we’re seeing its real impact on business. And everyone is diving in head-first.

AWS 120
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Will Browsers Be Required by Law to Stop You from Visiting Infringing Sites?

Hacker News

Mozilla’s Open Policy & Advocacy blog has news about a worrying proposal from the French government: In a well-intentioned yet dangerous move to fight online fraud, France is on the verge of forcing browsers to create a dystopian technical capability.

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Why graphic designers think generative A.I. needs them as much as they need it

Flipboard

As generative artificial intelligence programs producing images, such as OpenAI's DALL-E, Midjourney and Adobe's Firefly take off, graphic designers …

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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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Mortality patterns for patients hospitalized during national cardiology meetings

Hacker News

Thousands of physicians attend scientific meetings annually. Although hospital physician staffing and composition may be affected by meetings, patient outcomes and treatment patterns during meeting dates are unknown.To analyze mortality and treatment.

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AI tools like ChatGPT increasingly used by cybercriminals for phishing, experts warn

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Criminals are increasingly using advanced AI tools like ChatGPT to create convincing fraudulent emails. This is raising concerns of an imminent wave of phishing attacks, especially against vulnerable targets like small businesses and the elderly, AD reported.

AI 101
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He Dropped Out to Become a Poet. Now He’s Won a Fields Medal (2022)

Hacker News

June Huh wasn’t interested in mathematics until a chance encounter during his sixth year of college. Now his profound insights connecting combinatorics and geometry have led to math’s highest honor.

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AI Swipes Data By Listening to Keyboard Keystrokes with 95% Accuracy

Flipboard

A team of researchers from Cornell have managed to train AI to retrieve data with 95% accuracy by recording keystroke audio.

AI 123
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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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Are Naps Good for You?

Hacker News

Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.

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AI May Be Able to Warn Us Before The Next Pandemic Strikes

Flipboard

The global COVID-19 pandemic has shown us just how devastating these outbreaks can be – and it could have been much worse.

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CEOs’ pay climbed before layoffs at tech giants like Alphabet and Microsoft

Hacker News

Steve Taylor/SOPA Images/LightRocket via Getty Images(NEW YORK) -- While some tech giants neared or imposed widespread layoffs last year, compensation for their CEOs climbed as much as tens of millions of dollars, according to an ABC News analysis of d.

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Is the FOMO-Driven Generative AI Acquisition-Spree, A Gold Rush in the Corporate World?

Flipboard

Generative AI has created a sense of FOMO (Fear Of Missing Out) in the corporate world since the release of ChatGPT in November 2022. Mid-sized and large corporations are experiencing a convergence of fear and greed, resulting in a frenzy of mergers and acquisitions (M&A). Observers point out the driving factors behind the Generative AI.

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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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GitHub Actions and Vanity Metrics

Hacker News

The measure of a modern software engineer in our attention economy is easily calculable thanks to companies like Microsoft acting both as bastion and companion in demonstrating one's prowess.

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What Meta, Amazon, Google, Apple and AMD Are Saying About AI

Flipboard

The AI hype is real, and based on their latest earnings reports, all of the multibillion-dollar behemoths of tech sector are going all in.

AI 113
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George Church lab creates ovarian granulosa-like cells from stem cells

Hacker News

Ovaries are responsible for forming the eggs humans and other mammals need to reproduce. Once mature, the egg cell is released into the fallopian tube where it can be potentially fertilized by a sperm. Despite their crucial role, how eggs are made in the ovary is poorly understood. This is because ovaries are hard to access, making it difficult to conduct experiments on them.

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5 ways you’re using AI and may not know it

Flipboard

If your first reaction to AI technologies being applied to photography is 'Oh heck no!' you may want to pause a minute. It turns out there's a lot of machine learning being applied to photo features you likely already use.

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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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Checking in on troubles with dark matter

Hacker News

It is common to come across statements like "There is overwhelming astrophysical and cosmological evidence that most of the matter in our Universe is dark matter." This is a gross oversimplification. The astronomical data that indicates the existence of acceleration discrepancies also test the ideas we come up with to explain them.

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AI Transformation Of Medicine: Why Doctors Are Not Prepared

Flipboard

As artificial intelligence systems like ChatGPT find their way into everyday use, physicians will start to see these tools incorporated into their clinical practice to help them make important deci…

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Speed Up C++ Compilation

Hacker News

Shorter build times improve developer productivity. Therefore, it is benefitial to reduce them if possible. This document explains why compilation can be slow and discusses different approaches to speed it up. This is mostly meant to be a resource for other developers that are investigating compile time issues. However, it would be nice to hear other peoples thoughts for how we can or should improve build times as well.

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ChatGPT-3 vs ChatGPT-4 side-by-side performance comparison

Flipboard

In the ever-evolving world of artificial intelligence, the performance comparison between ChatGPT-3 and ChatGPT-4 has become a topic of keen …

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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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MK-1

Hacker News

We are pushing the performance of AI models to the limit of what’s physically possible. Our software package MKML is designed to reduce inference cost with just a few lines of code. Contact us to become an early partner.

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The end of ageing? A new AI is developing drugs to fight your biological clock

Flipboard

Artificial intelligence has been the driving force behind a lot of huge developments in the last year.

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Science Fiction vs. Science Fantasy

Hacker News

Definition Generally, when differentiating fantasy from science fiction, a very simple key is used: if it is pre-modern, it is fantasy, and if it is futuristic, it is science fiction. Thus a story set in ages before industrial revolution is automatically considered fantasy as long as it includes magic and supernatural.

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What We Know About Apple's New AI Chatbot

Flipboard

While artificial intelligence has been around for years in various forms, there has been a resurgence in interest due to generative AI technology and …

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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.