Mon.Aug 14, 2023

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Hackers Expose AI Vulnerabilities with Mischievous Tricks at DEF CON

Analytics Vidhya

In a captivating clash of wit & technology, hackers test AI algorithms at the DEF CON hacking conference in Las Vegas. With mischievous tricks up their sleeves, they aim to uncover flaws and biases in large language models (LLMs) developed by industry giants like Google, Meta Platforms, and OpenAI. This unprecedented contest, backed by the […] The post Hackers Expose AI Vulnerabilities with Mischievous Tricks at DEF CON appeared first on Analytics Vidhya.

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Python Vector Databases and Vector Indexes: Architecting LLM Apps

KDnuggets

Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.

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RBI Partners with McKinsey and Accenture to Harness AI for Regulatory Oversight

Analytics Vidhya

In a move signaling a significant shift in regulatory supervision, the Reserve Bank of India (RBI) has teamed up with global consultancy powerhouses McKinsey and Company India LLP and Accenture Solutions Pvt Ltd India. The collaboration aims to revolutionize the RBI’s supervisory functions by utilizing the potential of artificial intelligence (AI) & machine learning (ML). […] The post RBI Partners with McKinsey and Accenture to Harness AI for Regulatory Oversight appeared first o

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50+ Large Language Models and Generative AI Jokes to fight the Monday blues

Data Science Dojo

Large language models and generative AI jokes are a testament to the fusion of creativity and technology, where lines of code birth lines of laughter. Large language models (LLMs) and generative AI are rapidly evolving technologies that have the potential to revolutionize the way we interact with computers. These models can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way.

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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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FeatureByte Unveils Its Self-Service Feature Platform

insideBIGDATA

FeatureByte, an AI startup formed by a team of data science experts, announced the release of the FeatureByte self-service feature platform, which radically simplifies and automates the entire feature lifecycle to help enterprises truly scale AI across their organizations.

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Delta UniForm: a universal format for lakehouse interoperability

databricks

One of the key challenges that organizations face when adopting the open data lakehouse is selecting the optimal format for their data. Among.

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AI Builds Unimaginable Antibodies: LabGenius’ Novel Approach to Medical Engineering

Analytics Vidhya

In the heart of South London, a former biscuit factory has been transformed into a cutting-edge hub of innovation. Here, robotics, AI, and DNA sequencing collide to create a transformative medical antibody engineering solution. LabGenius, under the leadership of James Field, is rewriting the playbook on antibody design using the power of artificial intelligence, offering […] The post AI Builds Unimaginable Antibodies: LabGenius’ Novel Approach to Medical Engineering appeared first on

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What is Flipper Zero: A comprehensive guide

Dataconomy

What is Flipper Zero? This intriguing question captures the essence of a toy-like portable hacking tool that’s making waves in the tech world. Marketed to “geeks,” red team hackers, and pen testers, Flipper Zero is designed to unveil vulnerabilities all around us, functioning like a cybersecurity X-ray. Disclaimer: The information presented in this article is focused solely on the capabilities and features of Flipper Zero, an innovative device designed for exploring cybersecuri

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5 Things You Need to Know When Building LLM Applications

KDnuggets

Five problems come with building LLM-based applications.

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The trainwreck of the NFT hype under scrutiny

Dataconomy

In the vast tapestry of technological evolution, there are moments that sparkle like stars in the night sky, capturing our imagination and propelling us into uncharted territories. Non-fungible tokens (NFTs) burst onto the scene as one such luminous phenomenon, igniting a fervor that resonated across digital landscapes and traditional art galleries alike.

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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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AI is going to eliminate way more jobs than anyone realizes

Flipboard

A tidal wave is about to crash into the global economy. The rise of artificial intelligence has captured our imagination for decades, in whimsical movies and sober academic texts.

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How to be successful as a research mathematician? Follow your gut

Hacker News

Mathematics has a reputation of being all about cold, calculating logic — but that couldn’t be further from the truth, says Eugenia Cheng. Mathematics has a reputation of being all about cold, calculating logic — but that couldn’t be further from the truth, says Eugenia Cheng.

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A New Way to Personalize Learning, Thanks to AI

Flipboard

In the dynamic landscape of education, truly personalized learning has been nearly impossible to achieve. Classroom teachers, constrained by limited resources and standardized curricula, often struggle to cater to the diverse learning needs of their students. For years, educational technology has promised to fill that gap, but that promise has remained largely unfulfilled.

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California PG&E Joins Proposal to Set Utility Rates Based on Income

Hacker News

California’s electric rates are among the highest in the country, but the three biggest power companies say low-income customers will save money under their proposed plan. Critics doubt it will work.

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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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What Does Generative AI Mean For Websites And SEO?

Flipboard

Although they offer a very different user experience, search engines like Google or Bing and generative AI chatbots such as OpenAI’s ChatGPT cross over in terms of functionality in a very important way: They help us find information.

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Diligere, Equity-Invest Are New Firms of U.K. Con Man

Hacker News

John Clifton Davies , a convicted fraudster estimated to have bilked dozens of technology startups out of more than $30 million through phony investment schemes, has a brand new pair of scam companies that are busy dashing startup dreams: A fake investment firm called Equity-Invest[.]ch , and Diligere[.]co.uk , a scam due diligence company that Equity-Invest insists all investment partners use.

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Why downsizing large language models is the future of generative AI

Flipboard

Smaller language models can be based on a billion parameters or less—still pretty large, but much smaller than foundational LLMs like ChatGPT and Bard. Businesses are keen to unlock the power of generative AI, and yet large language models like ChatGPT present obvious challenges for corporate use.

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PicoLixp Explored: On Coroutines

Hacker News

In this post, we will introduce the concept of co-routines and how they are handled in PicoLisp. This will be the foundation for the subsequent posts on Discrete Event Simulation and finally a couple of examples, including an ASCII model railway simu.

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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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Orbital Materials combines ChatGPT with physics to invent "transformational materials"

Flipboard

The first materials designed by AI could be less than 18 months away, according to Orbital Materials CEO Jonathan Godwin, who aims to harness the technology to create materials to help with carbon capture.

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New way to read data in antiferromagnets unlocks their use as computer memory

Hacker News

Scientists led by Nanyang Technological University, Singapore (NTU Singapore) investigators have made a significant advance in developing alternative materials for the high-speed memory chips that let computers access information quickly and that bypass the limitations of existing materials.

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3 ways AI is transforming music

Flipboard

AI can streamline the painstaking work of mixing and editing tracks. But it’s also easy to see how AI-generated music will make more money for giant streaming services at the expense of artists.

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Exploring the design space of binary search trees

Hacker News

An open-source research project that explores the design space of binary search trees to implement persistent and concurrent linear list data structures. This work includes multiple original contributions to data structures and algorithms, illustrations, console animations, and benchmarks.

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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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The best ChatGPT courses you can take online for free this month

Flipboard

Do not fear AI. Learn how to make it work for you. TL;DR: A wide range of free ChatGPT courses can be found on Udemy. Learn how to create content content, boost your productivity, and much more, without spending anything.

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What could Universal Early Childcare look like?

Hacker News

In Minnesota recently we had an excess surplus of $17.5 billion dollars in state funding. While the state budget for 2025-2027 was set with most of the surplus being allocated. It got me thinking what would happen if we used some of it to test a Universal Early Childcare Program?

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Famed theoretical physicist plays down extinction fears caused by "glorified tape recorder" AI systems

Flipboard

Michio Kaku, a professor of theoretical physics at City College of New York and CUNY Graduate Center who often appears on TV, spoke to CNN's Fareed Zakaria about the generative AI revolution.

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New calcium material functions as an ammonia synthesis catalyst

Hacker News

Researchers find calcium outshines chromium in the catalytic production of ammonia. Working together, a humble trio of calcium atoms have defied expectations to break apart one of the strongest chemical bonds known. The atoms form the key part of a catalyst that can cleave the triply bonded nitrogen molecule (N2), an essential step in synthetic ammonia-based fertilizer manufacture.

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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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The $900,000 AI Job Is Here

Flipboard

American companies are in the midst of an AI recruiting frenzy, and some are willing to pay salaries approaching seven figures to hire top talent.

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Does there exist a complete implementation of the Risch algorithm?

Hacker News

Is there a generally available (commercial or not) complete implementation of the Risch algorithm for determining whether an elementary function has an elementary antiderivative? The Wikipedia arti.

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Researchers at Boston University Release the Platypus Family of Fine-Tuned LLMs: To Achieve Cheap, Fast and Powerful Refinement of Base LLMs

Flipboard

Large Language Models (LLMs) have taken the world by storm. These super-effective and efficient models stand as the modern marvels of Artificial Intelligence. With the ability to comprehend context, generate text, and converse coherently, they have become capable of redefining communication between humans and machines. Researchers have been focusing on improving the performance of base Large Language Models with the help of a procedure termed parameter efficient tuning (PEFT), which entails opti

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Backward Compatibility, Go 1.21, and Go 2

Hacker News

Go 1.21 expands Go's commitment to backward compatibility, so that every new Go toolchain is the best possible implementation of older toolchain semantics as well.

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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.