insideBIGDATA
NOVEMBER 30, 2023
Today, November 30, 2023, mark’s the first anniversary of OpenAI’s ChatGPT. In the last year, the AI chatbot has secured support from major Silicon Valley companies and seen integration across various fields including academia, the arts, marketing, medicine, gaming, and government. These are exciting times, so we decided to put together this round-up of commentaries from around the big data ecosystem.
Analytics Vidhya
NOVEMBER 30, 2023
Introduction ChatGPT is a powerful language model developed by OpenAI that has taken the world by storm with its ability to understand and conversationally respond to human input. One of the most exciting features of ChatGPT is its ability to generate code snippets in various programming languages, including Python, Java, JavaScript, and C++. This feature […] The post ChatGPT’s Code Interpreter: GPT-4 Advanced Data Analysis for Data Scientists appeared first on Analytics Vidhya.
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insideBIGDATA
NOVEMBER 30, 2023
In this contributed article, Magnus Revang, Chief Product Officer of Openstream.ai, points out that In the Large Language Model space, one acronym is frequently put forward as the solution to all the weaknesses. Hallucinations? RAG. Privacy? RAG. Confidentiality? RAG. Unfortunately, when asked to define RAG, the definitions are all over the place.
Analytics Vidhya
NOVEMBER 30, 2023
In a major revelation, a recent research paper titled “Extracting Training Data from ChatGPT” exposed a startling vulnerability in the widely-used language model. The study, conducted by a team of researchers, discloses that it is possible to extract several megabytes of ChatGPT’s training data for a mere two hundred dollars, unraveling a potential data breach […] The post Shocking News: ChatGPT’s Vulnerability to Data Breach appeared first on Analytics Vidhya.
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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?
Data Science Dojo
NOVEMBER 30, 2023
Are you already aware of the numerous advantages of using AI tools like GPT 3.5 and GPT 4? Then skip the intro and quickly head to its comparative analysis. We will briefly define the core differences offered in both versions. What is GPT, and why do we need it? ChatGPT is used by 92% of the Fortune 500 companies. GPT stands for Generative Pretrained Transformer, which is a large language model (LLM) chatbot developed by OpenAI.
Analytics Vidhya
NOVEMBER 30, 2023
In a development, Amazon Bedrock introduces the ability to assess, compare, and choose the optimal foundation models (FMs) tailored to your specific need. The Model Evaluation feature, now in preview, empowers developers with a range of evaluation tools, offering both automatic and human benchmarking options. The Power of Model Evaluation Model evaluations play a pivotal […] The post Amazon launches Bedrock: AI Model Evaluation with Human Benchmarking appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
NOVEMBER 30, 2023
In recent years, AI integration in healthcare has innovated diagnostics, treatment planning, and patient engagement. GPT-4 emerges as a game-changer, demonstrating potential in radiology’s natural language tasks. A collaborative research paper, “Exploring the Boundaries of GPT-4 in Radiology,” is being presented at EMNLP 2023, and delves into AI’s impact on radiologists’ workflow.
databricks
NOVEMBER 30, 2023
This blog was written in collaboration with Ben Eisenberg, VP of Innovation at People Data Labs, and Tom Ashenmacher, Chief Revenue Officer at.
Analytics Vidhya
NOVEMBER 30, 2023
In a surprising turn of events, tech giants Apple and Google have diverged from their usual patterns in selecting their ‘App of the Year.’ While hiking and biking companion AllTrails clinched the top spot for Apple’s iPhone App of the Year, Google Play crowned the educational app Imprint: Learn Visually as its best app. The […] The post Apple and Google Overlooks ChatGPT as App of the Year appeared first on Analytics Vidhya.
Machine Learning Research at Apple
NOVEMBER 30, 2023
Large language models’ inability to attribute their claims to external knowledge and their tendency to hallucinate makes it difficult to trust their responses. Even humans are prone to factual errors in their writing. Therefore verifying the factual accuracy of textual information, whether generated by large language models or curated by humans, is an important task.
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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.
Analytics Vidhya
NOVEMBER 30, 2023
In a recent development, the DeepSeek LLM has emerged as a formidable force in the realm of language models, boasting an impressive 67 billion parameters. Trained meticulously from scratch on an expansive dataset of 2 trillion tokens in both English and Chinese, the DeepSeek LLM has set new standards for research collaboration by open-sourcing its […] The post DeepSeek: China’s Latest Language Model appeared first on Analytics Vidhya.
Dataconomy
NOVEMBER 30, 2023
In an era dominated by digital communication, the role of executives in shaping a company’s online presence is more crucial than ever. Social media platforms have evolved beyond personal networking, transforming into powerful professional communication and brand-building tools. This article explores the significance of executives engaging in social media and how social leadership can bring value to individuals and the organizations they represent.
Analytics Vidhya
NOVEMBER 30, 2023
In this Leading with Data episode, Rajan Sethuraman, CEO of LatentView Analytics, discusses his journey from Accenture to leading a fast-growing analytics firm. He highlights challenges in transforming LatentView, stressing generative AI, talent acquisition, and geographic expansion. Rajan shares insights for those starting careers in data analytics.
Hacker News
NOVEMBER 30, 2023
Family members and representatives of people who died said the company has not done enough and called for it to mandate that carbon monoxide detectors be installed in every rental.
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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.
NOVEMBER 30, 2023
The companies had honed a protocol for releasing artificial intelligence ambitiously but safely. Then OpenAI’s board exploded all their carefully laid plans. At around 11:30 a.m.
Hacker News
NOVEMBER 30, 2023
Roadrunner defines a radical new class of operator-supervised autonomous air vehicles capable of high subsonic speeds, high G-force maneuvers, and VTOL return to base for reuse.
Analytics Vidhya
NOVEMBER 30, 2023
In a recent development, the DeepSeek LLM has emerged as a formidable force in the realm of language models, boasting an impressive 67 billion parameters. Trained meticulously from scratch on an expansive dataset of 2 trillion tokens in both English and Chinese, the DeepSeek LLM has set new standards for research collaboration by open-sourcing its […] The post DeepSeek LLM: China’s Latest Language Model appeared first on Analytics Vidhya.
Hacker News
NOVEMBER 30, 2023
The latest Unity platform support for mobile web game development, including Instant Games and the latest WebGPU and WebGL integration for advanced rendering, is now available.
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.
Machine Learning Research at Apple
NOVEMBER 30, 2023
We propose adaptive weight decay, which automatically tunes the hyper-parameter for weight decay during each training iteration. For classification problems, we propose changing the value of the weight decay hyper-parameter on the fly based on the strength of updates from the classification loss (i.e., gradient of cross-entropy), and the regularization loss (i.e., -norm of the weights).
Hacker News
NOVEMBER 30, 2023
This post is the second part of a multi-series blog focused on how to accelerate generative AI models with pure, native PyTorch. We are excited to share a breadth of newly released PyTorch performance features alongside practical examples to see how far we can push PyTorch native performance. In part one, we showed how to accelerate Segment Anything over 8x using only pure, native PyTorch.
NOVEMBER 30, 2023
The program now lets users create an unlimited number of custom voices that vary by gender, age, and tone. Thanks to AI voice cloning, anyone can sound like Joe Rogan, Oprah, or even Darth Vader.
Hacker News
NOVEMBER 30, 2023
A few months ago, a STEM and economics literate global decarbonization executive for a $4 billion annual revenue logistics business. [continued] The post What Drives This Madness On Small Modular Nuclear Reactors? appeared first on CleanTechnica.
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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.
NOVEMBER 30, 2023
Researchers utilizing artificial intelligence (AI) to analyze brain MRI scans have identified significant differences in white matter tracts of adolescents with ADHD.
Hacker News
NOVEMBER 30, 2023
Generalist foundation models such as GPT-4 have displayed surprising capabilities in a wide variety of domains and tasks. Yet, there is a prevalent assumption that they cannot match specialist capabilities of fine-tuned models. For example, most explorations to date on medical competency benchmarks have leveraged domain-specific training, as exemplified by efforts on BioGPT and Med-PaLM.
NOVEMBER 30, 2023
The technology is less important than the ideas it represents. ChatGPT is one year old today, and it’s accomplished a lot in its first trip around the sun.
Hacker News
NOVEMBER 30, 2023
Upon its release in late 2022, ChatGPT has brought a seismic shift in the entire landscape of AI, both in research and commerce. Through instruction-tuning a large language model (LLM) with supervised fine-tuning and reinforcement learning from human feedback, it showed that a model could answer human questions and follow instructions on a broad panel of tasks.
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.
NOVEMBER 30, 2023
Amazon’s (AMZN) AWS re:Invent developer conference kicked off with a slew of announcements this week. The early takeaway?
Hacker News
NOVEMBER 30, 2023
Code is read more than written, code is run more than read. I think this line of thought can be extended beyond code-writing, and used as a rule of thumb to identify problems and make decisions.
NOVEMBER 30, 2023
Since social media entered our lives, influencer marketing has become a powerful tool for brands to build awareness and for individuals looking to become brands themselves.
Hacker News
NOVEMBER 30, 2023
A U.K. woman was photographed standing in a mirror where her reflections didn't match, but not because of a glitch in the Matrix. Instead, it's a simple iPhone computational photography mistake.
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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.
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