Wed.Dec 13, 2023

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Phi-2 Unleashed: Language Models with Compact Brilliance

Analytics Vidhya

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). Clocking in at 2.7 billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

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Offline LLM Evaluation: Step-by-Step GenAI Application Assessment on Databricks

databricks

Background In an era where Retrieval-Augmented Generation (RAG) is revolutionizing the way we interact with AI-driven applications, ensuring the efficiency and effectiveness of.

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Solving Computer Vision Problems with Satya Mallick

Analytics Vidhya

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares his remarkable journey in computer vision, emphasizing the crucial distinction between image processing and computer vision. From transparency in AI consulting to strategic growth strategies and the transformative impact of Generative […] The post Solving Computer Vision Problems with Satya Mallick appeared first on Analytics Vidhya.

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Delphina Raises $7.5 Million to Build Copilot for Data Science

insideBIGDATA

Delphina, an LLM-powered copilot for data science, announced the closing of a $7.5 million seed round co-led by Costanoa Ventures and Radical Ventures with participation from 20+ prominent angel investors, including Stanford professor Fei-Fei Li. The funding will be used to expand its team and accelerate product development.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Decoding vLLM: Strategies for Supercharging Your Language Model Inferences

Analytics Vidhya

Introduction Large Language Models (LLMs) have revolutionized how we interact with computers. However, deploying these models in production can be challenging due to their high memory consumption and computational cost. vLLM, an open-source library for fast LLM inference and serving, addresses these challenges by working with a novel attention algorithm called PagedAttention.

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What Can the Sports Betting Industry Teach About Building Predictive Models?

insideBIGDATA

In this contributed article, Dr. Darryl Woodford PhD, CTO at Cipher Sports, shares his insights about the key features of a good sports betting prediction model. We’ve already seen how fast and accurate these models can be. In the wagering industry, the next frontier is to apply these recent advancements to in-play and micro-betting markets, requiring another step forward in both data processing and data acquisition.

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KDnuggets News, December 13: 5 Super Cheat Sheets to Master Data Science • Using Google’s NotebookLM for Data Science: A Comprehensive Guide

KDnuggets

This week on KDnuggets: A collection of super cheat sheets that covers basic concepts of data science, probability & statistics, SQL, machine learning, and deep learning • An exploration of NotebookLM, its functionality, limitations, and advanced features essential for researchers and scientists • And much, much more!

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Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit

Analytics Vidhya

Meta Platforms, formerly Facebook, finds itself entangled in legal turbulence as renowned figures like comedian Sarah Silverman and Pulitzer Prize winner Michael Chabon, among others, unite against the tech giant. The allegations suggest that Meta utilized copyrighted books, despite warnings from its legal team, to train its artificial intelligence models, sparking a contentious battle between […] The post Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit appea

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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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A Comprehensive NLP Learning Path 2024

Analytics Vidhya

Introduction The year 2023 witnessed groundbreaking advancements in Natural Language Processing (NLP) with the rise of powerful language models like Bard, Gemini, and ChatGPT. These wonders are not just impressive feats of AI evolution – they signify the dawn of a new era where machines can understand and generate human language with unprecedented accuracy and […] The post A Comprehensive NLP Learning Path 2024 appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Tesla Optimus Gen 2 is much faster, lighter and smarter

Dataconomy

While initially met with skepticism, Tesla’s Optimus robot has made significant strides with the unveiling of its second generation, the Tesla Optimus Gen 2. This new model boasts several improvements, showcasing Tesla’s commitment to developing a truly versatile and powerful humanoid robot. See the Tesla Optimus Twitter/X account’s introduction video to their new robot below.

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Building a Personalized AI Trading Consultant with GPT-4

Analytics Vidhya

Introduction In recent years, integrating artificial intelligence (AI) in stock trading has revolutionized investors’ decisions. With the emergence of Large Language Models (LLMs) such as GPT-3 and GPT-4, a paradigm shift has occurred, making complex market analyses and insights more accessible to individual investors and traders. This transformative technology leverages vast amounts of data and […] The post Building a Personalized AI Trading Consultant with GPT-4 appeared first on A

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Google’s new AI tool ‘MusicFX’ composes music with just a few words

Flipboard

Google has done it again. The search giant announced the launch of MusicFX today, a groundbreaking new experimental tool that enables users to generate their own music using AI.

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Did ChatGPT Just Crash? OpenAI’s AI Downtime and Swift Recovery!

Analytics Vidhya

The artificial intelligence community encountered a brief setback. ChatGPT, a popular OpenAI-developed chatbot, faced a ‘major outage.’ OpenAI, the creator, confirmed the incident through a website notice. Despite limited details about the problem, OpenAI assured users it was resolved. The unexpected disruption happened between 5:32 pm and 6:10 pm PST, leaving users intermittently unable to […] The post Did ChatGPT Just Crash?

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Cheating Fears Over Chatbots Were Overblown, New Research Suggests

Flipboard

A.I. tools like ChatGPT did not boost the frequency of cheating in high schools, Stanford researchers say. Last December, as high school and college students began trying out a new A.I.

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OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns

Analytics Vidhya

OpenAI, the influential force behind the AI chatbot ChatGPT, is set to host a developer gathering in Bengaluru in January 2024. The primary aim of this event is to engage with Indian developers and collectively address safety challenges linked with artificial intelligence. Anna Makanju, OpenAI’s Vice President of Global Affairs, expressed her enthusiasm about the […] The post OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns appeared first on Analytics Vidhya.

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Tesla Recalls 2M Cars to Fix Autopilot Safety Flaws

Hacker News

Tesla Inc. filed a recall covering more than 2 million vehicles after the top US auto-safety regulator determined its driver-assistance system Autopilot doesn’t do enough to prevent misuse.

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Top Generative AI GitHub Repositories to Revisit in 2023

Analytics Vidhya

Introduction As 2023 draws to a close, the landscape of artificial intelligence continues its relentless march forward. Staying abreast of the latest advancements can feel like chasing a moving target. Luckily, a wealth of invaluable resources resides within the vibrant ecosystem of GitHub. Here, we revisit some of the top AI GitHub repositories, offering a […] The post Top Generative AI GitHub Repositories to Revisit in 2023 appeared first on Analytics Vidhya.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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‘Green Roads’ Are Plowing Ahead, Buffering Drought and Floods

Hacker News

As the developing world witnesses a boom in road building, a movement to retrofit existing roads is gathering steam. Using embankments, channels, and dikes, so-called “green roads” harvest excess water for use in irrigation and flood prevention, while slashing maintenance costs.

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Deterministic vs Stochastic – Machine Learning Fundamentals

Analytics Vidhya

Deterministic and stochastic models are approaches in various fields, including machine learning and risk assessment. Understanding the differences between these models is crucial for making informed decisions and predictions. This article will explore the pros and cons of deterministic and stochastic models, their applications, and their impact on machine learning and risk assessment.

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Google Promises Unlimited Storage; Cancels; Tells Journalist Life's Work Deleted

Hacker News

Over a decade ago, I pointed out that as Google kept trying to worm its way deeper into our lives, a key Achilles' heel was its basically non-existent customer service and unwillingness to ever engage constructively with users the company f s over.

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Top 10 Research Papers on GenAI

Analytics Vidhya

Introduction In the ever-evolving landscape of natural language understanding, researchers continue to push the boundaries of what’s possible through innovative approaches. In this article, we will delve into a collection of groundbreaking research papers on generative AI (GenAI). They explore diverse facets of language models, from improving alignment with human preferences to synthesizing 3D content […] The post Top 10 Research Papers on GenAI appeared first on Analytics Vidhya.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Can a Transformer Represent a Kalman Filter?

Hacker News

Transformers are a class of autoregressive deep learning architectures which have recently achieved state-of-the-art performance in various vision, language, and robotics tasks. We revisit the problem of Kalman Filtering in linear dynamical systems and show that Transformers can approximate the Kalman Filter in a strong sense. Specifically, for any observable LTI system we construct an explicit causally-masked Transformer which implements the Kalman Filter, up to a small additive error which is

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Google unveils MedLM, a family of healthcare-focused generative AI models

Flipboard

Google thinks that there’s an opportunity to offload more healthcare tasks to generative AI models — or at least, an opportunity to recruit those models to aid healthcare workers in completing their tasks. Today, the company announced MedLM, a family of models fine-tuned for the medical industries.

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New insights into neural end-of-life

Hacker News

Their study reveals that during anoxia, or oxygen deprivation, the brain undergoes a series of changes, including a massive release of glutamate and a surge in gamma and beta waves, potentially linked to near-death experiences.

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Announcing Our Latest Open Source AI Grants

Flipboard

We’re excited to announce the second batch of a16z Open Source AI Grant recipients. This program is designed to support a thriving open source ecosystem around modern AI. We provide grant funding (not an investment) to developers and small teams who are building critical pieces of the open source AI stack. More information about the program and a list of prior recipients are available here.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Adfree Cities

Hacker News

Adfree Cities is a network of groups across the UK who are concerned about the impacts of corporate advertising on our health, wellbeing, environment, climate, communities and the local economy.

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Hyperplane wants to bring AI to banks

Flipboard

Hyperplane, a San Francisco-based startup that is building foundation models to help banks predict customer behavior, is coming out of stealth today by announcing a $6 million funding round led by former Stripe exec Lachy Groom, who was joined by SV Angel, Clocktower Technology Ventures, Liquid2 Ventures, Soma Capital, Latitud, Atman Capital, Crestone VC and […] © 2023 TechCrunch.

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Low-frequency sound can reveal that a tornado is on its way

Hacker News

The destructive power of tornadoes is as sudden as it is violent. Now scientists are eavesdropping on twisters to develop new early warning systems and fight warning fatigue.

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ChatGPT Is Turning the Internet Into Plumbing

Flipboard

What does life online look like filtered through a bot? There is a tension at the heart of ChatGPT that may soon snap. Does the technology expand our world or constrain it?

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.