Fri.Oct 06, 2023

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Introduction to HNSW: Hierarchical Navigable Small World

Analytics Vidhya

Introduction AI innovation is happening at breakneck speed. One of the frontiers of this innovation is the vector search engines. What are these search engines, you ask? In simple terms, they help in training large language models (LLMs) by going through large datasets and picking out what’s relevant. Now, there are many different ways in […] The post Introduction to HNSW: Hierarchical Navigable Small World appeared first on Analytics Vidhya.

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OpenAI considers in-house chip manufacturing amid global shortage

AI News

OpenAI , the company behind the renowned ChatGPT, is reportedly delving into the prospect of manufacturing processing chips in-house amidst a worldwide shortage of these in-demand components. Sources familiar with the matter disclosed to Reuters that OpenAI is actively exploring options, including evaluating an undisclosed company for potential acquisition to bolster its AI chip-making ambitions.

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Introduction of Microsoft Fabric

Analytics Vidhya

In today’s rapidly evolving digital landscape, seamless data, applications, and device integration are more pressing than ever. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology. This article will explore the key features and benefits, identify the ideal users for this solution, and guide you on when and how to […] The post Introduction of Microsoft Fabric appeared first on Analytics Vidhya.

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Embracing the Inevitable: The Era of AI-First Companies

Unite.AI

The Age of AI is not just approaching, it's already here. This was the topic of discussion during an expert panel and fireside chat I recently hosted that brought together an impressive mix of C-suite technology executives from Fortune 500 firms and leaders from emerging, enterprise-ready AI infrastructure startups. The evening focused on engaging discussions about AI's influence across industries—how it's honing data-driven decision-making, enhancing operational efficiency, and enriching custom

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The Ultimate Blueprint for an AI-First Contact Center

Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

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Is Python Ray the Fast Lane to Distributed Computing?

Analytics Vidhya

Python Ray is a dynamic framework revolutionizing distributed computing. Developed by UC Berkeley’s RISELab, it simplifies parallel and distributed Python applications. Ray streamlines complex tasks for ML engineers, data scientists, and developers. Its versatility spans data processing, model training, hyperparameter tuning, deployment, and reinforcement learning.

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Microsoft to Debut AI Chip Next Month That Could Cut Nvidia GPU Costs

Flipboard

Microsoft next month plans to unveil the company’s first chip designed for artificial intelligence at its annual developers’ conference, according to …

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Celina Lee, CEO and Co-Founder of Zindi – Interview Series

Unite.AI

Celina Lee is the CEO and co-founder of Zindi , the largest professional network for data scientists in Africa. Celina has a passion for unleashing the power of data for social good. Celina has a proven track record of thought leadership in the intersect between data and development and has played central roles in the launches of global platforms including the Alliance for Financial Inclusion , insight2impact , and now Zindi.

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Generative AI Is a Disaster, and Companies Don’t Seem to Really Care

Flipboard

In their push for AI-generated content, tech companies are dancing on the edge between f **g around and finding out. Tech companies continue to insist that AI-generated content is the future as they release more trendy chatbots and image-generating tools.

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Real-time transcription in Python

AssemblyAI

Real-time transcription allows you to transcribe audio as it is generated, rather than submitting a complete audio file for transcription as with asynchronous transcription. Using real-time transcription you can build features like automated subtitles for live speeches, presentations, etc. In this tutorial, we will learn how to perform real-time transcription in Python using only 15 lines of code. 0:00 / 1× You can find all of the code for this tutorial in this repository.

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The Intersection of AI and Sales: Personalization Without Compromise

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

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OpenAI said to be considering developing its own AI chips

Flipboard

OpenAI, one of the best-funded AI startups in business, is exploring making its own AI chips. Discussions of AI chip strategies within the company have been ongoing since at least last year, according to Reuters, as the shortage of chips to train AI models worsens.

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New Portable Water Treatment System Vaporizes 99% of ‘Forever Chemicals’

Extreme Tech

Aquagga’s ‘PFAS Destruction Unit’ fits within a small freight container and uses common ingredients to dismantle persistent toxic chemicals.

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Tom Brady, Paris Hilton, Snoop Dogg and Kendall Jenner change their names for AI

Flipboard

On Sept. 27-28, Meta rolled out the red carpet at Meta Connect 2023, an event focused on the future of the metaverse, a shared virtual space where people can interact with each other and digital content.

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Researchers at MIT and Harvard Unveil a Revolutionary AI-Based Computational Approach: Efficiently Pinpointing Optimal Genetic Interventions with Fewer Experiments

Marktechpost

In the field of cellular reprogramming, researchers face the challenge of identifying optimal genetic perturbations to engineer cells into new states, a promising technique for applications like immunotherapy and regenerative therapies. The vast complexity of the human genome, consisting of around 20,000 genes and over 1,000 transcription factors, makes this search for ideal perturbations a costly and arduous process.

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The New CX: Your Guide to AI Agents

The guide for revolutionizing the customer experience and operational efficiency This eBook serves as your comprehensive guide to: AI Agents for your Business: Discover how AI Agents can handle high-volume, low-complexity tasks, reducing the workload on human agents while providing 24/7 multilingual support. Enhanced Customer Interaction: Learn how the combination of Conversational AI and Generative AI enables AI Agents to offer natural, contextually relevant interactions to improve customer exp

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Placebo effect shapes how we see AI

Flipboard

The preconceived notions people have about AI — and what they're told before they use it — mold their experiences with these tools in ways …

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Personalize your generative AI applications with Amazon SageMaker Feature Store

AWS Machine Learning Blog

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors.

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Data Visualization: Presenting Complex Information Effectively

Flipboard

Learn how to present complex information effectively with data visualization.

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Researchers from China Unveil ImageReward: A Groundbreaking Artificial Intelligence Approach to Optimizing Text-to-Image Models Using Human Preference Feedback

Marktechpost

Recent years have seen tremendous developments in text-to-image generative models, including auto-regressive and diffusion-based methods. These models can produce high-fidelity, semantically relevant visuals on various topics when given the right language descriptions (i.e., prompts), sparking considerable public interest in their possible uses and effects.

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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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Opinion: The next frontier in biomedicine: AI models of the human immune system

Flipboard

If the Covid-19 pandemic has shown us one thing, it is how little we really know about how the human immune system works. Despite the remarkable success in development of vaccines to prevent severe disease from SARS-CoV-2, it remains unclear how SARS-CoV-2, a newly emerging virus, causes such a broad spectrum of disease , ranging from asymptomatic and mild cases to severe disease and death.

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Microsoft Windows 12 Could Require a Subscription

Extreme Tech

The company could swap to an SaaS model for its upcoming operating system.

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3 Artificial Intelligence (AI) Stocks to Buy Now and Hold for the Next Decade

Flipboard

Here's how you can profit from this game-changing technology.

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Speech AI for Sales Intelligence Platforms: How to Use AI in 2023

AssemblyAI

Sales intelligence platforms make it easier for sales organizations to automatically compile data, extract insights from that data, and drive efficiency in their operation. Now, with advancements in AI technology, many businesses are harnessing the power of Speech AI to build a more valuable sales intelligence platform for their customers. With Sfpeech AI, you can unlock insights hidden within hundreds of hours of audio and conversational data in the form of sales calls, demos, team meetings, an

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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AI is replacing artists, and here's the proof

Flipboard

How worried should you really be?

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How Can We Elevate the Quality of Large Language Models? Meet PIT: An Implicit Self-Improvement Framework

Marktechpost

LLMs have achieved state-of-the-art results in various complex tasks, such as math reasoning, summarization, conversations, schema induction, and domain-specific problem-solving. The success of LLMs hinges on their ability to follow instructions and align with human preferences. However, they have limitations and can produce incorrect information, reasoning errors, or unhelpful content.

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Pivoting to A.I. Is Tricky. Just Look at the Dot Com Era to Understand Why

Flipboard

Artificial intelligence is going to change everything across business. But that doesn't mean you should turn your business into an A.I. company. Founders outside of artificial intelligence scrounging for investment these days might have a critical case of FOMO.

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Build an image-to-text generative AI application using multimodality models on Amazon SageMaker

AWS Machine Learning Blog

As we delve deeper into the digital era, the development of multimodality models has been critical in enhancing machine understanding. These models process and generate content across various data forms, like text and images. A key feature of these models is their image-to-text capabilities, which have shown remarkable proficiency in tasks such as image captioning and visual question answering.

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Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

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How SETI Astronomers Are Using AI to Finally Find ET

Flipboard

The search for aliens is getting a major boost from our robot overlords.

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OpenAI Mulls Manufacturing Its Own AI Chips

Extreme Tech

The company behind ChatGPT is exploring alternatives to Nvidia's accelerators, including making its own.

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Machine learning predicts how drugs will affect cancer cells

Flipboard

A new approach can predict how individual cells react to specific treatments, offering hope for more accurate diagnoses and therapeutics.