Thu.Dec 14, 2023

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insideBIGDATA AI News Briefs Bulletin Board

insideBIGDATA

Welcome insideBIGDATA AI News Briefs Bulletin Board, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies.

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Visualizing Model Insights: A Guide to Grad-CAM in Deep Learning

Analytics Vidhya

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers. Picture this as a magic lens that paints a vivid heatmap, spotlighting the essence of […] The post Visualizing Model Insights: A Guide to Grad-CAM in Deep Learning appeared first on Analytics Vidhya.

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Deci Unveils DeciLM-7B: A Leap Forward in Language Model Performance and Inference Cost Efficiency

insideBIGDATA

Deci, the deep learning company harnessing AI to build AI, unveiled the latest addition to its suite of innovative generative AI models, DeciLM-7B, a 7 billion parameter large language model. Building upon the success of its predecessor DeciLM 6B, DeciLM 7B is setting new benchmarks in the large language model (LLM) space, outperforming prominent open-source models such as Llama2 7B and Mistral 7B in both accuracy and efficiency.

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10 Best GPUs that you Must Explore in 2024

Analytics Vidhya

Introduction In the era of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL), the demand for formidable computational resources has reached a fever pitch. This digital revolution has propelled us into uncharted territories, where data-driven insights hold the keys to innovation. But to unlock these frontiers, we require tools that can match our […] The post 10 Best GPUs that you Must Explore in 2024 appeared first on Analytics Vidhya.

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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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Even Santa Claus has AI fever

databricks

As CEO of the North Pole, Santa Claus oversees one of the world’s most complicated supply chain, manufacturing and logistics operations. Every year, S.

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Google’s AI Studio: Your Gateway to Gemini’s Creative Universe!

Analytics Vidhya

Google has introduced a game-changer for developers with the launch of AI Studio, a web-based platform aimed at providing seamless access to its Gemini AI models. This innovation is poised to revolutionize the development and deployment of chatbots, applications, and various software, leveraging the advanced natural language generation capabilities of Gemini Pro.

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More Trending

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AI in 2023: The Timeline

Analytics Vidhya

Introduction Artificial intelligence (AI) is a fascinating landscape where technological strides intersect with our daily lives in ways that resonate with the essence of human connection. This year has unfolded a narrative of innovation that transcends mere algorithms, bringing AI closer to us with a touch of familiarity. Join us on this journey as we […] The post AI in 2023: The Timeline appeared first on Analytics Vidhya.

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REPORT: The C-suite Weighs in on Gen AI

insideBIGDATA

Thomson Reuters’ "Future of Professionals C-Suite Report," reveals that while the majority of the C-suite is already or planning to use Gen AI at work, an overwhelming 87% of execs are concerned with how it will be deployed.

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Adaptive Learning through Diffusion: A Cutting-Edge Paradigm

Analytics Vidhya

Introduction In the dynamic landscape of education and machine learning, the integration of Adaptive Learning through Diffusion represents a paradigm shift. This advanced approach harnesses the principles of diffusion to tailor learning experiences, adapting seamlessly to the needs and pace of individual learners. In this article, we will delve into the intricacies of Adaptive Learning […] The post Adaptive Learning through Diffusion: A Cutting-Edge Paradigm appeared first on Analytics Vid

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Top 7 data science, AI and large language models blogs of 2023

Data Science Dojo

As we delve into 2023, the realms of Data Science, Artificial Intelligence (AI), and Large Language Models (LLMs) continue to evolve at an unprecedented pace. To keep up with these rapid developments, it’s crucial to stay informed through reliable and insightful sources. In this blog, we will explore the top 7 blogs of 2023 that have been instrumental in disseminating detailed and updated information in these dynamic fields.

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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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Indian Startup Releases OpenHathi: First-ever Hindi LLM

Analytics Vidhya

In a noteworthy stride towards linguistic innovation, Indian AI startup Sarvam AI has released OpenHathi LLM, marking a significant leap in the realm of Hindi language models. Just a week after securing an impressive $41 million in Series A funding, the company introduced OpenHathi-Hi-v0.1, the inaugural release in the OpenHathi series. Genesis of OpenHathi Sarvam […] The post Indian Startup Releases OpenHathi: First-ever Hindi LLM appeared first on Analytics Vidhya.

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Data Science Dojo - Untitled Article

Data Science Dojo

7 types of statistical distributions with practical examples Statistical distributions help us understand a problem better by assigning a range of possible values to the variables, making them very useful in data science and machine learning. Here are 7 types of distributions with intuitive examples that often occur in real-life data. This blog might discuss various statistical distributions (such as normal, binomial, Poisson) and their applications in machine learning.

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GPT-4.5: Fact or Fiction? Here’s What We Know

Analytics Vidhya

Speculations are buzzing in the tech community as a potential leak hints at OpenAI’s latest iteration, GPT-4.5. Shared on various social media platforms, the leak, if accurate, unveils impressive features and pricing structures that could revolutionize the landscape of large language models. GPT-4.5 Overview GPT-4.5, the purported upgrade to OpenAI’s renowned GPT LLM, seems to […] The post GPT-4.5: Fact or Fiction?

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Managing AI Security Risks: Introducing a new workshop for CISOs

databricks

Adopting AI is existentially vital for most businesses Machine Learning (ML) and generative AI (GenAI) are revolutionizing the future of work. Organizations understand.

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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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Chain of Verification Implementation Using LangChain Expression Language and LLM 

Analytics Vidhya

Introduction The constant quest for precision and dependability in the field of Artificial Intelligence (AI) has brought in game-changing innovations. These strategies are critical in leading generative models to offer relevant answers to a range of questions. One of the biggest barriers to the use of Generative AI in different sophisticated applications is hallucination.

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McDonald’s Ice Cream Machine Hackers Say They Found the ‘Smoking Gun’ That Killed Their Startup

Hacker News

Kytch, the company that tried to fix McDonald’s broken ice cream machines, has unearthed a 3-year-old email it says proves claims of an alleged plot to undermine their business.

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A Comprehensive Guide on Atrous Convolution in CNNs

Analytics Vidhya

Introduction In the realm of computer vision, Convolutional Neural Networks (CNNs) have redefined the landscape of image analysis and understanding. These powerful networks have enabled breakthroughs in tasks such as image classification, object detection, and semantic segmentation. They have laid the foundation for a wide range of applications in fields like healthcare, autonomous vehicles, and more. […] The post A Comprehensive Guide on Atrous Convolution in CNNs appeared first on Analyt

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GE’s Breakthrough In ‘Detonating’ Hypersonic Propulsion Is A Big Deal

Hacker News

GE Aerospace GE Aerospace says it successfully demonstrated an advanced jet propulsion concept that involves a dual-mode ramjet design utilizing rotating detonation combustion. This could offer a pathway to the development of new aircraft and missiles capable of flying efficiently at high supersonic and even hypersonic speeds across long distances. A press release that GE Aerospace put out today offers new details about what it says “is believed to be a world-first hypersonic dual-mode ram

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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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Have a good idea for an AI startup? OpenAI wants to give you $1 million

Flipboard

ChatGPT-maker OpenAI is opening the door to prospective startup founders — even those without any prior AI experience or who don’t even use OpenAI products and services — to apply to receive a $1 million funding boost and exclusive informational and educational resources from its Startup Fund, in …

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'It's all gone': CAR-T therapy forces autoimmune diseases into remission

Hacker News

Engineered immune cells, most commonly used to treat cancers, show their power against lupus and other immune disorders. Engineered immune cells, most commonly used to treat cancers, show their power against lupus and other immune disorders.

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Microsoft drastically expands Azure AI Studio to include Llama 2 Model-as-a-Service, GPT-4 Turbo with Vision

Flipboard

Microsoft, one of the biggest winners of the generative AI boom so far thanks to its early backing of OpenAI and integration of the latter startup’s tech into Bing, Azure, and various other services, has clearly been trying to avoid putting all of its AI eggs in one basket.

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Ubiquiti users report having access to others’ UniFi routers, cameras

Hacker News

Since yesterday, customers of Ubiquiti networking devices, ranging from routers to security cameras, have reported seeing other people's devices and notifications through the company's cloud services. [.

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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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DeepMind AI with built-in fact-checker makes mathematical discoveries

Flipboard

The AI company DeepMind claims it has developed a way to harness the creativity of chatbots to solve mathematical problems while filtering out mistakes

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Mozilla expands extension support for Firefox for Android

Hacker News

Today, Mozilla announced more than 450 new extensions (software that adds new features or functionality to the browser) to users on Firefox for Android at Mozilla’s AMO Android page. This milestone marks the launch of a new open extension ecosystem on mobile where developers are now free to create and publish extensions and users can easily access and install them on Firefox for Android.

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Pope calls for binding treaty to regulate artificial intelligence

Flipboard

ROME -- Pope Francis on Thursday called for an international treaty to ensure artificial intelligence is developed and used ethically, arguing that …

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In Indonesia, humanity's oldest art is flaking away. Can scientists save it?

Hacker News

Ancient humans painted scenes in Indonesian caves more than 45,000 years ago, but their art is disappearing rapidly. Researchers are trying to discover what’s causing the damage and how to stop it — before the murals are gone forever.

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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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Chatbot therapy is risky. It’s also not useless.

Flipboard

Some have turned to multipurpose chatbots like ChatGPT for therapy. | StudioM1/Getty Images Getting AI to improve mental health outcomes is not as simple as firing up ChatGPT. I didn’t find a therapist when I first felt I might need one, nor when I finally found the energy to start Googling the therapists with offices near me. I didn’t find one months later when, after glancing at the results of my depression screening, my physician delayed her next appointment, pulled up a list of therapists, a

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Weak-to-strong generalization

Hacker News

We present a new research direction for superalignment, together with promising initial results: can we leverage the generalization properties of deep learning to control strong models with weak supervisors?

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Watch: Putin speaks to AI version of himself

Flipboard

Putin speaks to AI version of himself in news conference Putin speaks to AI version of himself in news conferenceClose Russian President Vladimir Putin was asked whether he has "a lot of doubles" by an AI version of himself during a marathon news conference.

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The Most Dangerous Canadian Internet Bill You’ve Never Heard Of Is a Step Closer to Becoming Law

Hacker News

After years of battles over Bills C-11 and C-18, few Canadians will have the appetite for yet another troubling Internet bill. But given a bill that envisions government-backed censorship, mandates age verification to use search engines or social media sites, and creates a framework for court-ordered website blocking, there is a need to pay attention.

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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.