Wed.Nov 29, 2023

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A leap towards artificial general intelligence AGI – The mystery of Q*

Data Science Dojo

In the ever-evolving landscape of AI, a mysterious breakthrough known as Q* has surfaced, capturing the imagination of researchers and enthusiasts alike. This enigmatic creation by OpenAI is believed to represent a significant stride towards achieving Artificial General Intelligence (AGI), promising advancements that could reshape the capabilities of AI models.

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Sophos Anticipates AI-Based Attack Techniques and Prepares Detections

insideBIGDATA

Sophos, a global leader in innovating and delivering cybersecurity as a service, released two reports about the use of AI in cybercrime. The first report—“The Dark Side of AI: Large-Scale Scam Campaigns Made Possible by Generative AI”—demonstrates how, in the future, scammers could leverage technology like ChatGPT to conduct fraud on a massive scale with minimal technical skills.

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Pika 1.0: A New AI Model for Video Creation

Analytics Vidhya

In a world captivated by generative AI, Pika, a startup specializing in AI-powered video creation, has secured a staggering $55 million in a recent funding round led by Lightspeed Venture Partners. This influx of capital aligns with the launch of Pika 1.0, a groundbreaking suite of videography tools designed to transform the landscape of video […] The post Pika 1.0: A New AI Model for Video Creation appeared first on Analytics Vidhya.

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Building a GPU Machine vs. Using the GPU Cloud

KDnuggets

The article examines the pros and cons of building an on-premise GPU machine versus using a GPU cloud service for projects involving deep learning and artificial intelligence, analyzing factors like cost, performance, operations, and scalability.

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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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Introducing Amazon Q: Introducing the Chatbot for Business Brilliance!

Analytics Vidhya

In today’s fast-paced business world, effective communication is key to success. Now, Amazon leaps forward with Amazon Q, an AI chatbot designed to streamline business communication, letting companies interact, and take action with data. In this article, we explore Amazon Q’s features, benefits, and impact on business communication. The Power of Amazon Q Amazon Q […] The post Introducing Amazon Q: Introducing the Chatbot for Business Brilliance!

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Altair(R) Launches Altair RapidMiner(R) 2023 Platform To Deliver Next-Gen Gen AI Capabilities

insideBIGDATA

Altair (Nasdaq: ALTR), a global leader in computational science and artificial intelligence (AI) announced that Altair® RapidMiner®, its data analytics and AI platform, is becoming more integrated, more powerful, and easier to use thanks to a new series of groundbreaking updates.

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Comet Launches Course on Building with LLMs

insideBIGDATA

Comet, a leading MLOps platform, launched of a new initiative to help data scientists and software engineers keep pace with the changing world of Large Language Models (LLMs) and all of the possibilities they can enable. In a new course, taught by co-founder of DAIR.AI, Elvis Saravia, Comet breaks down the process of building LLMs for the real world with practical examples and use cases, such as how to build a reliable customer support chatbot, how to construct a clickbait detector from scratch,

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India’s BharatGPT Attracts Google’s Attention

Analytics Vidhya

Artificial intelligence has become an integral part of our lives, revolutionizing various industries and sectors. From virtual assistants to self-driving cars, AI has made significant strides in recent years. With the rapid advancements in artificial intelligence (AI), tech giants like Google are constantly on the lookout for promising startups in the field.

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Automating Governance of PHI Data in Healthcare

databricks

Background: Modernizing Data Delivery Today's enterprise data estates are vastly different from 10 years ago. Industries have transitioned their analytics from monolithic data.

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Inflection-2 Surpasses Google’s PaLM-2: A Breakthrough in AI-Language Models

Analytics Vidhya

In a groundbreaking announcement, Inflection AI, the creators of the popular PI AI Personal Assistant, unveiled their latest achievement. A formidable language model named Inflection-2 has not only outperformed Google’s powerful PaLM-2 but has also demonstrated superiority across various benchmarking datasets. Inflection-2 Large Language Model Inflection-2, a product of extensive research and development, has set […] The post Inflection-2 Surpasses Google’s PaLM-2: A Breakthrough in

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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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10 Best AI Text Generators & AI Writing Tools (Free & Paid)

Dataconomy

In the realm of content writing, speed often poses a significant challenge. At times, your team may struggle to produce and publish high-value content promptly, lagging behind the competition. Moreover, the risk of burnout looms large. As the workload intensifies, your writers may become more prone to errors, which could inadvertently tarnish your company’s credibility.

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Annotation Mastery: Seamless Detectron Integration with LabelImg

Analytics Vidhya

Introduction Labeling the image, or annotating the photo, in the big picture of computer vision was challenging. Our exploration delves into the teamwork of LabelImg and Detectron, a powerful duo that combines precise annotation with efficient model building.LabelImg, which is easy to use and accurate, leads in careful annotation, laying a solid foundation for clear object detection. […] The post Annotation Mastery: Seamless Detectron Integration with LabelImg appeared first on Analytics V

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What Algorithms can Transformers Learn? A Study in Length Generalization

Machine Learning Research at Apple

This paper was accepted at the MATH workshop at NeurIPS 2023. Large language models exhibit surprising emergent generalization properties, yet also struggle on many simple reasoning tasks such as arithmetic and parity. This raises the question of if and when Transformer models can learn the true algorithm for solving a task. We study the scope of Transformers' abilities in the specific setting of length generalization on algorithmic tasks.

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Debunking Common Myths About Generative AI: A Comprehensive Exploration

Analytics Vidhya

Introduction Technology is always changing, and generative artificial intelligence is one of the most revolutionary developments in recent years. This innovative technology has seen an unheard-of boom; a Forbes analysis projects that the generative AI market will reach an astounding $200 billion (investment) by 2025. Like any new technology, generative AI is shrouded in myths […] The post Debunking Common Myths About Generative AI: A Comprehensive Exploration appeared first on Analytics Vi

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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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Everything you need to know about Horizon data breach settlement

Dataconomy

In the Horizon settlement involving a data breach at a consulting firm, a resolution has been reached with a cash settlement of $7.75 million. This legal action stems from a cybersecurity breach in November 2021 at Horizon Actuarial Services LLC, impacting approximately 100,000 individuals enrolled in employer-sponsored benefit plans. Here are your options and rights under this Horizon settlement: Submit a claim form : You won’t obtain a payment unless you submit a claim.

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How Long Does It Take To Learn Data Science?

Analytics Vidhya

Introduction Data science has become one of the most valuable skills in the tech market. Before the data science evolution, it would take up to 11-12 years to finish processing the data of millions of test cases. But now, it takes months, sometimes just weeks! So, how long does it take to learn data science? […] The post How Long Does It Take To Learn Data Science?

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Henry Kissinger Has Died

Hacker News

The most powerful secretary of state of the postwar era, he was both celebrated and reviled. His complicated legacy still resonates in relations with China, Russia and the Middle East.

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Amazon finally releases its own AI-powered image generator

Flipboard

Amazon is releasing an image generator — joining the ranks of the many, many other tech giants and startups that have already done so. During a keynote at its re:Invent conference this morning, Amazon debuted Titan Image Generator, which is now available in preview for AWS customers on Bedrock, Amazon’s AI development platform. A part […] © 2023 TechCrunch.

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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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Dobb·E: An open-source framework for learning household robotic manipulation

Hacker News

Dobb·E is an open-source framework for teaching robots household tasks via imitation learning in 20 minutes. The framework uses a simple tool called the Stick, collects a dataset called Homes of New York (HoNY) with it, and then trains a representation learning model, Home Pretrained Representations (HPR) with it. Then, Dobb·E uses five minutes of collected data in a new home for a novel task and within fifteen minutes, gives a policy that can solve the task with 81% average success rate.

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TiC-CLIP: Continual Training of CLIP Models

Machine Learning Research at Apple

This paper was accepted to the workshop on Distribution Shifts in NeurIPS 2023. Large-scale training of models has become exceedingly more expensive. In an ever changing world where Petabytes of new data is generated every day, we want to be able to continually train models. In this paper, we create a benchmark for continual large-scale training of CLIP models where the data distribution varies only by time.

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Literary Fight Club: On the Great Poets' Brawl of '68

Hacker News

One Saturday evening in 1968, the poets battled on Long Island. Drinks spilled into the grass. Punches were flung; some landed. Chilean and French poets stood on a porch and laughed while the Americans brawled. A glass table shattered. Bloody-nosed poets staggered into the coming darkness. Allen Ginsberg fell to his knees and prayed.

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Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs

Machine Learning Research at Apple

Recent work in Natural Language Processing and Computer Vision has been using textual information – e.g., entity names and descriptions – available in knowledge graphs to ground neural models to high-quality structured data. However, when it comes to non-English languages, the quantity and quality of textual information are comparatively scarce.

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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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It’s official: Evernote will restrict free users to 50 notes

Hacker News

Days after Evernote started testing a free plan with access to only one notebook and 50 notes with limited users, the company has now made this its new default free plan. The notetaking app said that this change will be applicable for all new and existing free users starting December 4. In a post on […] © 2023 TechCrunch. All rights reserved. For personal use only.

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5 ChatGPT Prompts To Master Any Topic (and Apply It To Your Business)

Flipboard

As an entrepreneur, progress in business requires progress in you. Learn more, think more, apply more to your business to make bigger, bolder moves that others haven’t considered. But sometimes there just isn’t time to go back to school.

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Amazon Unveils Graviton4: A 96-Core ARM CPU with 536.7 GBps Memory Bandwidth

Hacker News

Nowadays many cloud service providers design their own silicon, but Amazon Web Services (AWS) started to do this ahead of its rivals and by now its Annapurna Labs develops processors that can well compete with those from AMD and Intel. This week AWS introduced its Graviton4, a 96-core ARM-based system-on-chip (SoC) that promises to challenge renowned CPU designers and offer unprecedented performance to AWS clients. "By focusing our chip designs on real workloads that matter to customers, we

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Microsoft joins OpenAI board as Sam Altman returns as CEO

Flipboard

The exec also explains why Quora's CEO gets to stay on the board. Following Sam Altman's rollercoaster of a return as OpenAI's CEO, the company announced that it will now include Microsoft as a non-voting observer on its board.

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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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How to Work Effectively with Someone You Don't Like

Hacker News

Work can be full of stressors, but one of the most challenging situations is when you must work with someone you don’t like, don’t get along. Key strategies can help.

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Millions of new materials discovered with deep learning

DeepMind

We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.

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Q* – Clues to the Puzzle? [video]

Hacker News

Are these some clues to the Q* (Q star) mystery? Featuring barely noticed references, YouTube videos, article exclusives and more, I put together a theory ab.

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Tola Capital, investing in AI-enabled enterprise software, closes largest fund at $230M

Flipboard

Tola Capital, investing in AI-enabled enterprise software, is the latest venture capital firm to announce its new fund, securing $230 million in capital commitments for its third fund, raising the largest amount to date. It’s been a great couple of weeks for new VC funds.

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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.