Mon.Dec 11, 2023

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Google’s Multimodal AI Gemini – A Technical Deep Dive

Unite.AI

Sundar Pichai, Google's CEO, along with Demis Hassabis from Google DeepMind, have introduced Gemini in December 2023. This new large language model is integrated across Google's vast array of products, offering improvements that ripple through services and tools used by millions. Gemini, Google's advanced multimodal AI, is birthed from the collaborative efforts of the unified DeepMind and Brain AI labs.

AI 335
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OpenAI Is Coming to India: Setting Up a Local Team

Analytics Vidhya

OpenAI, the renowned artificial intelligence (AI) company, is making significant strides towards establishing a robust presence in India. According to TechCrunch, Rishi Jaitly who is a former Head of Twitter India, is now a senior advisor to OpenAI, playing a pivotal role in navigating the intricate landscape of Indian policy and regulations. This move is […] The post OpenAI Is Coming to India: Setting Up a Local Team appeared first on Analytics Vidhya.

OpenAI 323
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5 Things to Consider When Bringing Speech AI Into Your Business

Unite.AI

Imagine a world where mundane tasks, consuming 60-70% of our work hours, vanish into thin air. According to a McKinsey report , thanks to its evolving grasp of natural language, Generative AI has the potential to make this dream a reality quite soon. It’s no wonder that an increasing number of enterprises, even in traditional industries, like logistics or manufacturing, are eager to hop on this train and integrate speech AI into their workflows.

AI 287
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Top 10 Data Science Youtube Channels to Follow in 2024

Analytics Vidhya

Introduction Data science is a rapidly growing field that combines programming, statistics, and domain expertise to extract insights and knowledge from data. Many resources are available for learning data science, including online courses, textbooks, and blogs. In this article, we will focus on YouTube channels that offer free data science learning.

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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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MIT publishes white papers to guide AI governance

AI News

A committee of MIT leaders and scholars has published a series of white papers aiming to shape the future of AI governance in the US. The comprehensive framework outlined in these papers seeks to extend existing regulatory and liability approaches to effectively oversee AI while fostering its benefits and mitigating potential harm. Titled “A Framework for U.S.

Big Data 226

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What LLMs cannot do

Ehud Reiter

I’ve recently been reading papers on limitations on what LLMs can do (some of which were suggested to me in response to a request on Twitter; my thanks to everyone who responded!). There are some really interesting papers out there, all of which emphasise the core message that LLMs do not “think” like people do. We need to understand what LLMs can and cannot do on their own terms, and not treat them like pseudo-humans.

LLM 186
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User Complained GPT-4 Being Lazy: OpenAI Acknowledges

Analytics Vidhya

OpenAI finds itself amid user concerns as GPT-4 exhibits unexpected behavior, described by some as “lazy.” In a recent acknowledgment, OpenAI addresses the feedback and sheds light on the challenges encountered with the latest iteration of its renowned chatbot. User Feedback Unveils GPT-4’s Sluggishness Users report sluggish responses and peculiar behavior from GPT-4 during peak […] The post User Complained GPT-4 Being Lazy: OpenAI Acknowledges appeared first on Analytics

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Mistral AI, a Paris-based OpenAI rival, closed its $415 million funding round

Flipboard

French startup Mistral AI has officially closed its much anticipated Series A funding round. The company has raised €385 million, or $415 million at today’s exchange rate — according to Bloomberg, it values the company at roughly $2 billion. Mistral AI is also opening up its commercial platform today. As a reminder, Mistral AI raised […] © 2023 TechCrunch.

OpenAI 181
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How to Use AutoGen Without Relying on OpenAI or LM Studio?

Analytics Vidhya

Introduction Are you ready to create your AI team without relying on OpenAI and LM studio? No more breaking the bank or downloading apps. From setting up llama-cpp-python to exploring the power of local LLMs with the help of autogen framework. Get ready to unlock the full potential of Autogen without depending on OpenAI API. […] The post How to Use AutoGen Without Relying on OpenAI or LM Studio?

OpenAI 302
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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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A Practical Guide for Marketers Who Want to Use GenAI

Flipboard

The risks around generative AI are real. But this does not necessarily justify inaction, nor does it require a blanket approach to generative AI where marketers either blindly take risks or avoid AI altogether. In fact, a promising way to navigate this is a nuanced approach for which marketers systematically identify areas to experiment with generative AI and areas to wait-and-see.

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EU’s Preliminary Deal on AI Regulation: Implications for ChatGPT

Analytics Vidhya

The European Union has recently brokered a preliminary deal that outlines the regulations for governing advanced AI models, with particular emphasis on the widely recognized ChatGPT. This marks a significant stride towards establishing the world’s first comprehensive artificial intelligence regulation. Transparency for AI Systems In a bid to enhance transparency, developers of general-purpose AI systems, […] The post EU’s Preliminary Deal on AI Regulation: Implications for Chat

ChatGPT 302
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AI and EEG Transform Silent Thoughts to Text

Flipboard

Researchers created a revolutionary system that can non-invasively convert silent thoughts into text, offering new communication possibilities for people with speech impairments due to illnesses or injuries.

AI 174
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How to Filter Lists in Python?

Analytics Vidhya

Introduction Filtering a list is a fundamental operation in Python that allows us to extract specific elements from a list based on certain criteria. Whether you want to remove unwanted data, extract particular values, or apply complex conditions, mastering the art of list filtering is essential for efficient data manipulation. This article will explore various […] The post How to Filter Lists in Python?

Python 295
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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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Mistral shocks AI community as latest open source model eclipses GPT-3.5 performance

Flipboard

Mistral, the most well-seeded startup in European history and a French company dedicated to pursuing open source AI models and large language models (LLMs), has struck gold with its latest release — at least among the early adopter/AI influencer crowd on X and LinkedIn.

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Mastering Algorithm Efficiency

Analytics Vidhya

Introduction In the world of technology, understanding algorithm efficiency is like having a superpower. Algorithm efficiency isn’t just for computer scientists; it’s for anyone who writes code. In this guide, we’ll explore the vital role of algorithm efficiency and its measurement using notations. We will also learn ways to analyze and optimize algorithms using straightforward […] The post Mastering Algorithm Efficiency appeared first on Analytics Vidhya.

Algorithm 294
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Science Is Becoming Less Human

Flipboard

AI is accelerating the pace of discovery—but at what cost? This summer, a pill intended to treat a chronic, incurable lung disease entered mid-phase human trials.

AI 177
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Unveiling the Essence of Stochastic in Machine Learning

Analytics Vidhya

Introduction Machine learning is a field that empowers computers to learn from data and make intelligent decisions. It encompasses various concepts and techniques. One such concept is “stochastic,” which plays a crucial role in many machine learning algorithms and models. In this article, we will delve into the meaning of stochastic in machine learning, explore […] The post Unveiling the Essence of Stochastic in Machine Learning appeared first on Analytics Vidhya.

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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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Relevance AI’s low-code platform enables businesses to build AI teams

Flipboard

Many companies already use generative AI tools, like OpenAI’s ChatGPT, which can help improve workers’ performance by as much as 40% compared with workers who don’t use it. However, only businesses with large engineering teams can build their own AI workforces. An Australia-based startup, Relevance AI, wants to help companies of all sizes build custom AI […] © 2023 TechCrunch.

OpenAI 164
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Working with Power Query for Data Manipulation in PowerBI

Analytics Vidhya

Introduction Power Query is a powerful data transformation and manipulation tool in PowerBI that allows users to extract, transform, and load data from various sources. It provides a user-friendly interface for performing complex data transformations without the need for coding. This article will explore the benefits of Power Query in PowerBI and teach how to […] The post Working with Power Query for Data Manipulation in PowerBI appeared first on Analytics Vidhya.

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We've come full circle with AI: ChatGPT lazily prompts users to complete their own tasks

Flipboard

Instead of completing laborious tasks, ChatGPT has lately been giving users a formula and guidance on how to do it. AI is the rage these days, as people find new and creative ways to use AI to get their jobs done with ease.

ChatGPT 164
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How NVIDIA Fuels the AI Revolution With Investments in Game Changers and Market Makers

NVIDIA

Great companies thrive on stories. Sid Siddeek, who runs NVIDIA’s venture capital arm, knows this well. Siddeek still remembers one of his first jobs, schlepping presentation materials from one investor meeting to another, helping the startup’s CEO and management team get the story out while working from a trailer that “shook when the door opened,” he said.

Robotics 133
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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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Five things you need to know about the EU’s new AI Act

Flipboard

The EU is poised to effectively become the world’s AI police, creating binding rules on transparency, ethics, and more. It’s done. It’s over.

AI 180
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Meta AI Researchers Open-Source Pearl: A Production-Ready Reinforcement Learning AI Agent Library

Marktechpost

Reinforcement Learning (RL) is a subfield of Machine Learning in which an agent takes suitable actions to maximize its rewards. In reinforcement learning, the model learns from its experiences and identifies the optimal actions that lead to the best rewards. In recent years, RL has improved significantly, and it today finds its applications in a wide range of fields, from autonomous cars to robotics and even gaming.

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There's a big catch in the EU's landmark new AI law

Flipboard

The European Union's comprehensive AI regulations, finalized Friday after a 36-hour negotiating marathon, come with a catch: The EU is stuck in a …

AI 174
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Google Research Unveils Generative Infinite-Vocabulary Transformers (GIVT): Pioneering Real-Valued Vector Sequences in AI

Marktechpost

Transformers were first introduced and quickly rose to prominence as the primary architecture in natural language processing. More lately, they have gained immense popularity in computer vision as well. Dosovitskiy et al. demonstrated how to create effective image classifiers that beat CNN-based architectures at high model and data scales by dividing pictures into sequences of patches, linearly embedding those patches, and then feeding the resultant sequence of features to a transformer encoder.

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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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AI made from living human brain cells performs speech recognition

Flipboard

A biocomputing system consisting of living brain cells learned to recognise the voice of one individual from hundreds of sound clips

AI 181
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Enhancing Machine Learning Reliability: How Atypicality Improves Model Performance and Uncertainty Quantification

Marktechpost

An object is considered typical if it resembles other items in its category. For instance, a penguin is an unusual bird, yet a dove and a sparrow are normal birds. Several cognitive science studies imply that typicality is essential to category knowledge. Humans, for example, have been demonstrated to learn, recall, and relate to common objects more quickly.

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How this company is using AI to track climate changes to help protect agriculture

Flipboard

On the latest episode of Leaders in Innovation, the CEO of Gro Intelligence explains how the company tracks factors like wildfires, floods, sea level rise, and even crop varieties like potatoes and corn. The AI platform Gro Intelligence is working to predict the future of agriculture.