Thu.Oct 19, 2023

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A Comprehensive Guide to Using Chains in Langchain

Analytics Vidhya

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights. Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information.

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The Future of Generative AI Is the Edge

Unite.AI

The advent of ChatGPT, and Generative AI in general, is a watershed moment in the history of technology and is likened to the dawn of the Internet and the smartphone. Generative AI has shown limitless potential in its ability to hold intelligent conversations, pass exams, generate complex programs/code, and create eye-catching images and video. While GPUs run most Gen AI models in the cloud – both for training and inference – this is not a long-term scalable solution, especially for inference, o

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LlamaIndex vs LangChain: A Comparative Analysis

Analytics Vidhya

Introduction When it comes to Large Language Models (LLMs), such as GPT-3 and beyond, researchers and developers are constantly seeking new ways to enhance their capabilities. Two prominent tools, LlamaIndex and LangChain, have emerged as powerful options for improving the interaction and functionality of these models. In this article, we will explore the features and […] The post LlamaIndex vs LangChain: A Comparative Analysis appeared first on Analytics Vidhya.

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Prompt Hacking and Misuse of LLMs

Unite.AI

Large Language Models can craft poetry, answer queries, and even write code. Yet, with immense power comes inherent risks. The same prompts that enable LLMs to engage in meaningful dialogue can be manipulated with malicious intent. Hacking, misuse, and a lack of comprehensive security protocols can turn these marvels of technology into tools of deception.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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How to Master Resume Ranking with Langchain?

Analytics Vidhya

Introduction In the ever-evolving job market, employers often find themselves overwhelmed with a deluge of resumes for every job opening. The process of sifting through these resumes to identify the most qualified candidates can be time-consuming and daunting. To address this challenge, we will delve into the creation of a sophisticated resume ranking with Langchain, […] The post How to Master Resume Ranking with Langchain?

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Pix2Pix Unleashed – Transforming Images with Creative Superpower

Analytics Vidhya

Introduction Imagine a special computer program that can make drawings created by children come to life. Do you know those colorful and imaginative pictures kids draw? This program can turn those drawings into real-looking images, almost like magic! And it is called Pix2Pix. We know how the magician can do amazing tricks with a deck […] The post Pix2Pix Unleashed – Transforming Images with Creative Superpower appeared first on Analytics Vidhya.

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Empowering farmers across the digital divide in Malawi with OpenHarvest

IBM Journey to AI blog

The landlocked country of Malawi, located in southeastern Africa, is home to rich, arable land and a subtropical climate suitable for farming. As a result, over 80% of the population is employed in agriculture, and their livelihood revolves around alternating rainy and dry seasons that dictate how the year’s planting, growing and harvesting will unfold.

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UMG files landmark lawsuit against AI developer Anthropic

AI News

Universal Music Group (UMG) has filed a lawsuit against Anthropic , the developer of Claude AI. This landmark case represents the first major legal battle where the music industry confronts an AI developer head-on. UMG – along with several other key industry players including Concord Music Group, ABKCO, Worship Together Music, and Plaintiff Capital CMG – is seeking $75 million in damages.

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Make Music Count embeds watsonx to make perfect music with math  

IBM Journey to AI blog

Over the past ten years, I’ve been on a journey to create an interactive, patented curriculum that combines the power of math with the joy of music. In our program Make Music Count , students from elementary to high school get hands-on experience solving math equations while learning how to play the piano. Since launching, I’ve seen the need, desire and impact: Make Music Count is in over 400 schools with 60,000 registered students and 20,000+ downloads on iOS and Android devices.

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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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AI News Weekly - Issue #355: Tech firms accountable for AI ? - Oct 19th 2023

AI Weekly

Powered by clkmg.com In the News IBM CEO: Washington should hold tech firms accountable for AI IBM CEO Arvind Krishna argues that regulators should not allow artificial intelligence developers to hide behind the sweeping legal protections that shield internet and social media firms. politico.com Sponsor Liquid Assets, Solid Returns Want to age your portfolio like fine whiskey?

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AI deciphered text on these ancient fossilized scrolls. Here's what it said.

Flipboard

Archeology in the AI era. The Herculaneum Papyri, an ancient scroll fossilized by the Mount Vesuvius eruption in 79 AD, is now decipherable, thanks to an open-source AI project.

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New Multilingual Capabilities and TypeScript/JavaScript SDK

AssemblyAI

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord 🇨🇳🇮🇳🇷🇺 Multilingual Speech-to-Text  AssemblyAI now supports transcription across 20+ languages, including Chinese, Hindi, Russian, Turkish, and Vietnamese. Check out a full list of supported languages in  the docs  and test them out live on AssemblyAI's  playground.

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Google takes aim at Duolingo with new English tutoring tool

Flipboard

Google’s gunning for Duolingo with a new Google Search feature designed to help people practice — and improve — their English speaking skills.

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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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Can We Generate Hyper-Realistic Human Images? This AI Paper Presents HyperHuman: A Leap Forward in Text-to-Image Models

Marktechpost

Quantum computing is often heralded for its potential to revolutionize problem-solving, especially when classical computers face substantial limitations. While much of the discussion has revolved around theoretical advantages in asymptotic scaling, it is crucial to identify practical applications for quantum computers in finite-sized problems. Concrete examples demonstrate which problems quantum computers can tackle more efficiently than classical counterparts and how quantum algorithms can be e

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Semantic Layer: The Backbone of AI-powered Data Experiences

Flipboard

Looking to understand the semantic layer and how it can improve the AI-powered data experience? Read more to learn why a semantic layer can be the backbone of LLMs and reduce hallucinations.

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Researchers from UC Berkeley Propose RingAttention: A Memory-Efficient Artificial Intelligence Approach to Reduce the Memory Requirements of Transformers

Marktechpost

A type of deep learning model architecture is called Transformers in the context of many state-of-the-art AI models. They have revolutionized the field of artificial intelligence, particularly in natural language processing and various other tasks in machine learning. It is based on a self-attention mechanism where the model weighs the importance of different parts of the input sequence when making predictions.

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Japanese AI Analysis Suggests Multiple Putin Body Doubles Used for Public Appearances

Flipboard

• Japanese researchers claim AI reveals multiple Putin body doubles. • Voice analysis highlights discrepancies in Putin’s public appearances.

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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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Enhancing Reasoning in Large Language Models: Check Out the Hypotheses-to-Theories (HtT) Framework for Accurate and Transferable Rule-Based Learning

Marktechpost

In the realm of reasoning tasks, large language models (LLMs) have displayed remarkable performance when provided with examples and intermediate steps. Nevertheless, approaches that depend on implicit knowledge within an LLM can sometimes produce erroneous answers when the implicit knowledge is incorrect or inconsistent with the task at hand. To address this issue, a team of researchers from Google, Mila – Québec AI Insitute, Université de Montréal, HEC Montréal, University of Alberta, and

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Hydrogen Electrolysis Can Give Nuclear Power a Boost

Flipboard

This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore.

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Coming in Clutch: Stream ‘Counter-Strike 2’ From the Cloud for Highest Frame Rates

NVIDIA

Rush to the cloud — stream Counter-Strike 2 on GeForce NOW for the highest frame rates. Members can play through the newest chapter of Valve’s elite, competitive, first-person shooter from the cloud. It’s all part of an action-packed GFN Thursday, with 22 more games joining the cloud gaming platform’s library, including Hot Wheels Unleashed 2 – Turbocharged.

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25 of the best free AI courses on edX

Flipboard

Find online courses from MIT, Harvard, Google, and IBM. TL;DR: A wide range of online AI courses are available to take for free on edX. You can find online courses on just about everything at edX.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Announcing Rekogniton Custom Moderation: Enhance accuracy of pre-trained Rekognition moderation models with your data

AWS Machine Learning Blog

Companies increasingly rely on user-generated images and videos for engagement. From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy. However, it can be challenging to ensure that this user-generated content is consistent with your policies and fosters a safe online community for your users.

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‘This is Microsoft’s moment’: Satya Nadella details ‘new era of AI’ in annual shareholders letter

Flipboard

Microsoft CEO Satya Nadella focused on artificial intelligence in his annual shareholders letter published Thursday, detailing why “this is Microsoft’s moment.” “This next generation of AI will reshape every software category and every business, including our own,” Nadella wrote. The CEO highlighted two “breakthroughs” to define the new era of AI: natural language and powerful new reasoning engines. “Although this new era promises great opportunity

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Inside OPRO: Google DeepMind’s New Method that Optimizes Prompts Better than Humans

TheSequence

Created Using DALL-E 3 Prompt engineering and optimization is one of the most debated topics with large language models(LLMs). Terms such as prompt engineering are often used to describe the task of optimizing a language instruction in order to achieve a specific task with an LLM. These tasks are typically performed by humans but what if AI could do a better job optimizing prompts?

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App rapidly gathers sophisticated movement data, at 1% of the usual cost

Flipboard

Using synchronous video taken with a pair of smartphones, scientists have created an open-source motion-capture app that gathers human movement data, …

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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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Simplifying Production MLOps with Lakehouse AI

databricks

Machine learning (ML) is more than just developing models; it's about bringing them to life in real-world, production systems. But transitioning from prototype.

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Artificial Intelligence decodes images perceived by the human brain

Flipboard

A Meta team has reproduced, in some cases with impressive precision, photographs viewed by volunteers based on AI analysis of their brain activity.

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Can We Live on Mars? A Thought Experiment

Extreme Tech

We're hurtling toward a new era of mega-rockets with enough power to send colonists to the red planet, but should we?

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