Tue.Sep 17, 2024

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Vector Streaming: Memory-efficient Indexing with Rust

Analytics Vidhya

Introduction Vector streaming in EmbedAnything is being introduced, a feature designed to optimize large-scale document embedding. Enabling asynchronous chunking and embedding using Rust’s concurrency reduces memory usage and speeds up the process. Today, I will show how to integrate it with the Weaviate Vector Database for seamless image embedding and search.

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SolarWinds: IT professionals want stronger AI regulation

AI News

A new survey from SolarWinds has unveiled a resounding call for increased government oversight of AI, with 88% of IT professionals advocating for stronger regulation. The study, which polled nearly 700 IT experts, highlights security as the paramount concern. An overwhelming 72% of respondents emphasised the critical need for measures to secure infrastructure.

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Why data security is critical to AI

IBM Journey to AI blog

Data is the new oil. It fuels our economy and drives new technology—notably, generative AI. However, for AI to be widely adopted, it must be trustworthy and secure. As IBM’s latest Cost of a Data Breach Report shows, business disruptions push breach costs and regulatory fines to new heights, with the average cost of a data breach reaching USD 4.88 million.

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Non-fiction books that explore AI’s impact on society 

AI News

Artificial Intelligence (AI) is code or technologies that perform complex calculations, an area that encompasses simulations, data processing and analytics. AI has increasingly grown in importance, becoming a game changer in many industries, including healthcare, education and finance. The use of AI has been proven to double levels of effectiveness, efficiency and accuracy in many processes, and reduced cost in different market sectors.

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Don't Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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Babbel Review: Why It Beats Duolingo for Serious Learners

Unite.AI

Have you ever found yourself stumbling over words in a foreign language, embarrassment bubbling up as you struggle to express a simple thought? You're not alone. Did you know that 75% of English speakers worldwide are non-native ? Language learning can often feel like an uphill battle, whether it's the sinking feeling when you can't find the right word, the frustration of being misunderstood due to pronunciation, or the awkwardness of navigating unfamiliar cultural norms.

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Why Silicon Valley Can’t “Move Fast and Break Things” When It Comes to AI

Unite.AI

People say that Silicon Valley has matured beyond the hotheaded mindset of “move fast, break things, then fix them later,” and that companies have adopted a slower, more responsible approach to building the future of our industry. Unfortunately, current trends tell a different story. Despite the lip service, the way companies build things has yet to actually change.

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IBM experts break down LLM benchmarks and best practices

IBM Journey to AI blog

On September 5, AI writing startup HyperWrite’s Reflection 70B, touted by CEO Matt Shumer as “the world’s top open-source model,” set the tech world abuzz. In his announcement on X, Shumer said it could hold its own against top closed-source models, adding that it “beats GPT-4o on every benchmark tested” and “clobbers Llama 3.1 405B.

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Understanding the Inevitable Nature of Hallucinations in Large Language Models: A Call for Realistic Expectations and Management Strategies

Marktechpost

Prior research on Large Language Models (LLMs) demonstrated significant advancements in fluency and accuracy across various tasks, influencing sectors like healthcare and education. This progress sparked investigations into LLMs’ language understanding capabilities and associated risks. Hallucinations, defined as plausible but incorrect information generated by models, emerged as a central concern.

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New AI Innovation Hub in Tunisia Drives Technological Advancement Across Africa

NVIDIA

A new AI innovation hub for developers across Tunisia launched today in Novation City, a technology park that’s designed to cultivate a vibrant, innovation ecosystem in mechatronics — an industry encompassing IT, mechanics and electronics — and to foster synergy between education, research and industry in the North African country. Built in collaboration with the NVIDIA Deep Learning Institute (DLI), the hub offers the training, technologies and business networks needed to help drive AI adoption

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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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NiNo: A Novel Machine Learning Approach to Accelerate Neural Network Training through Neuron Interaction and Nowcasting

Marktechpost

In deep learning, neural network optimization has long been a crucial area of focus. Training large models like transformers and convolutional networks requires significant computational resources and time. Researchers have been exploring advanced optimization techniques to make this process more efficient. Traditionally, adaptive optimizers such as Adam have been used to speed training by adjusting network parameters through gradient descent.

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Upgrade Livestreams With Twitch Enhanced Broadcasting and the NVIDIA Encoder

NVIDIA

At TwitchCon — a global convention for the Twitch livestreaming platform—livestreamers and content creators this week can experience the latest technologies for accelerating creative workflows and improving video quality. That includes the beta release of Twitch Enhanced Broadcasting support for HEVC when using the NVIDIA encoder. Content creators can also use the NVIDIA Broadcast app, eighth-generation NVIDIA NVENC and RTX-powered optimizations in streaming and video editing apps to enhance th

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Allen Institute for AI Researchers Propose SUPER: A Benchmark for Evaluating the Ability of LLMs to Set Up and Execute Research Experiments

Marktechpost

Artificial Intelligence (AI) and Machine Learning (ML) have been transformative in numerous fields, but a significant challenge remains in the reproducibility of experiments. Researchers frequently rely on previously published work to validate or extend their findings. This process often involves running complex code from research repositories. However, setting up these repositories, configuring the environment, and resolving various technical issues, such as outdated dependencies and bugs, are

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AlphaProteo: Google DeepMind’s Breakthrough in Protein Design

Unite.AI

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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Microsoft Research Evaluates the Inconsistencies and Sensitivities of GPT-4 in Performing Deterministic Tasks: Analyzing the Impact of Minor Modifications on AI Performance

Marktechpost

Large language models (LLMs) like GPT-4 have become a significant focus in artificial intelligence due to their ability to handle various tasks, from generating text to solving complex mathematical problems. These models have demonstrated capabilities far beyond their original design, mainly to predict the next word in a sequence. While their utility spans numerous industries, such as automating data analysis and performing creative tasks, a key challenge lies in reliably evaluating their true p

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The power of personalization elevates the customer experience

SAS Software

Personalization has become the cornerstone of the customer journey. It’s the difference between a one-size-fits-all approach and a tailored experience that resonates on a personal level. These three organizations are mastering the art of delivering exceptional customer experiences with SAS® Customer Intelligence 360. The Nature Conservancy: Improving donor communications The [.

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Learning and Knowledge Retrieval: A Comprehensive Framework for In-Context Learning in Large Language Models (LLMs)

Marktechpost

Generative Large Language Models (LLMs) are capable of in-context learning (ICL), which is the process of learning from examples given within a prompt. However, research on the precise principles underlying these models’ ICL performance is still underway. The inconsistent experimental results are one of the main obstacles, making it challenging to provide a clear explanation for how LLMs make use of ICL.

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The End of the Legal AI Pioneers + A New Beginning

Artificial Lawyer

‘Is this the end of the first legal AI pioneers?’ is a question you might well ask as the ink dries on Evisort’s agreement to sell to Workday.

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How to Master Product Portfolio Management

Pursuing product portfolio management excellence empowers organizations to unlock the full potential of their offerings. This comprehensive guide unveils 10 essential keys that serve as the building blocks for success.

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Comet Launches Opik: A Comprehensive Open-Source Tool for End-to-End LLM Evaluation, Prompt Tracking, and Pre-Deployment Testing with Seamless Integration

Marktechpost

Comet has unveiled Opik , an open-source platform designed to enhance the observability and evaluation of large language models (LLMs). This tool is tailored for developers and data scientists to monitor, test, and track LLM applications from development to production. Opik offers a comprehensive suite of features that streamline the evaluation process and improve the overall reliability of LLM-based applications.

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AI That Thinks Before It Speaks — OpenAI “o1” Models

Towards AI

Last Updated on September 17, 2024 by Editorial Team Author(s): Richard Warepam Originally published on Towards AI. What is OpenAI ‘o1’? How Does It Work? When To Use o1-preview & o1-mini? This member-only story is on us. Upgrade to access all of Medium. If you are not a member, click here to read the full article. But as an appreciation, please don’t forget to 👏 clap if you had a good read.

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Deep Learning Approach for Lithium-Ion Battery Life Prediction via Dual-Stream Vision Transformer

Marktechpost

Predicting battery lifespan is difficult due to the nonlinear nature of capacity degradation and the uncertainty of operating conditions. As battery lifespan prediction is vital for the reliability and safety of systems like electric vehicles and energy storage, there is a growing need for advanced methods to provide precise estimations of both current cycle life (CCL) and remaining useful life (RUL).

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HR Company Workday Buys CLM Evisort

Artificial Lawyer

Breaking News – Publicly-listed Workday, the HR platform, has signed a definitive agreement to acquire Evisort. Workday will add AI-powered document intelligence solutions across its.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Chinese Researchers: Starlink Signals Could Help Detect Stealth Aircraft

Extreme Tech

Thousands of communication satellites create a consistent electromagnetic backdrop for detecting stealthy objects.

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Google's NotebookLM: The AI Research Assistant That Talks Back

Marketing AI Institute

Google just dropped a game-changing update to NotebookLM, its AI-powered research tool. And it’s got people buzzing about the future of personalized learning and business research.

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Genetically Engineered 'Golden Lettuce' Could Bring 30x More Nutrients to Your Next Salad

Extreme Tech

The Institute for Plant Molecular and Cellular Biology wants your leafy greens—or golds—to pack some extra beta-carotene.

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[The AI Show Episode 115]: OpenAI o1, Google’s Insane NotebookLM Update, MAICON 2024 & OpenAI’s $150B Valuation

Marketing AI Institute

Our annual gathering, MAICON (Marketing AI Conference) has wrapped, and Paul and Mike dive into a bit of the key event takeaways, including an impromptu/modified closing keynote breaking down the Strawberry (OpenAI o1) launch. Also, OpenAI’s $150B valuation and Google’s Notebook LM update make for an exciting episode!

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11 KPIs for Measuring Innovation Success

Measuring innovation success is critical yet challenging for organizations, often leading to confusion over which KPIs to use. Many rely on inappropriate metrics borrowed from other departments, wasting resources and overlooking valuable opportunities. This guide outlines why innovation metrics are hard to track and offers a framework for creating effective KPIs.

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Unifying Parameters Across Databricks

databricks

Today, we are excited to announce the support for named parameter markers in the SQL editor. This feature allows you to write parameterized.

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Top 10 AI and LLM Trends Transforming Marketing in 2024

Towards AI

Author(s): Mukundan Sankar Originally published on Towards AI. Discover the top 10 AI and LLM trends transforming marketing in 2024. Learn how AI-driven strategies like generative content, hyper-personalization, and predictive analytics are revolutionizing customer engagement and marketing effectiveness. This member-only story is on us. Upgrade to access all of Medium.

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Preparing for AI

O'Reilly Media

AI is everywhere—we’re in a middle of a technology shift that’s as big (and possibly bigger) than the arrival of the web in the 1990s. Even though ChatGPT appeared almost two years ago, we still feel unprepared: we read that AI will change every job and we don’t know what that means or how to prepare. Here are a few ideas about preparing for that shift.

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