Tue.Nov 12, 2024

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Why Mathematics is Essential for Data Science and Machine Learning

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, explores why mathematics is so integral to data science and machine learning, with a special focus on the areas most crucial for these disciplines, including the foundation needed to understand generative AI.

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Distributed Intelligence, Nutanix Extends AI To Public Cloud

Adrian Bridgwater for Forbes

Nutanix Enterprise AI provides a unified generative AI experience on-premises, at the edge and now in public clouds

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AI Agent Systems: Modular Engineering for Reliable Enterprise AI Applications

databricks

Monolithic to Modular The proof of concept (POC) of any new technology often starts with large, monolithic units that are difficult to characterize.

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OpenAI Orion is facing scaling challenges

Dataconomy

OpenAI Orion, the company’s next-generation AI model, is hitting performance walls that expose limitations in traditional scaling approaches. Sources familiar with the matter reveal that Orion is delivering smaller performance gains than its predecessors, prompting OpenAI to rethink its development strategy. Early testing reveals plateauing improvements Initial employee testing indicates that OpenAI Orion achieved GPT-4 level performance after completing only 20% of its training.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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4 Steps to Build Multi-Agent Nested Chats with AutoGen

Analytics Vidhya

Chatbots have evolved exponentially with developments in artificial intelligence (AI). Now, with the onset of AI agents, they have become capable of handling more complex and layered interactions, far beyond traditional conversational limits. In our previous article on Building Multi-Agent Chatbots with AutoGen, we explored the concept of sequential chat using AutoGen, which allows structured, […] The post 4 Steps to Build Multi-Agent Nested Chats with AutoGen appeared first on Analytics V

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Gemini 2.0 is leaked, now we wait for the launch

Dataconomy

Gemini 2.0 leaked this week, sparking anticipation for Google’s latest AI model release. TestingCatalog identified a model titled Gemini-2.0-Pro-Exp-0111 on the Gemini web app, available only to select users under the Gemini Advanced section. This discovery has heightened speculation about Gemini 2.0’s potential capabilities and suggests Google may be gearing up for a public launch soon.

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Building an AI-Powered Tool for Customer Call Analysis

Analytics Vidhya

Customer support calls hold a wealth of information, but finding the time to manually comb through these recordings for insights isn’t easy. Imagine if you could instantly turn these long recordings into clear summaries, track how the sentiment shifts throughout the call, and even get tailored insights based on how you want to analyze the […] The post Building an AI-Powered Tool for Customer Call Analysis appeared first on Analytics Vidhya.

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Alteryx Announces Streamlined Enhancements for Hybrid Analytics Processes and Workflows

insideBIGDATA

Alteryx, Inc., a leader in automated and AI analytics, today announced its Fall 2024 release for the Alteryx platform. The latest update supports hybrid architectures and meets customers where they are—whether in the cloud or on premises. Alteryx’s Fall 2024 release provides business analysts with a seamless analytics experience that scales data-driven insights across departments and industries.

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Jasper adds new control and marketing knowledge tools for AI-generated content

Flipboard

Jasper, one of the earlier players in generative AI marketing tech, has developed new ways to give marketers more control over AI-created content. Today, the Austin-based startup is adding several new features to give marketers more control and consistency when creating and scaling AI-generated content. One new feature, Brand IQ, uses API-based tooling to let marketers embed brand guidelines into an AI model for consistent text and visual outputs.

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Mom jailed for letting 10-year-old walk alone to town

Hacker News

It was dinnertime on October 30, 2024, when police handcuffed Brittany Patterson in front of three of her four children and drove her to the station in

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Generative AI startup Writer raises $200M at a $1.9B valuation

Flipboard

Writer has raised $200 million at a $1.9 billion valuation to expand its enterprise-focused generative AI platform.

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The EdTech Revolution Has Failed

Hacker News

The Case Against Student Use of Computers, Tablets, and Smartphones in the Classroom

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Qwen2.5-Coder just changed the game for AI programming—and it’s free

Flipboard

Alibaba Cloud has released Qwen2.5-Coder, a new AI coding assistant that has already become the second most popular demo on Hugging Face Spaces. Early tests suggest its performance rivals GPT-4o, and it’s available to developers at no cost. The release includes six model variants, from 0.

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Waymo One is now open to all in Los Angeles

Hacker News

Roll out the red carpet. Starting today, anyone in Los Angeles can take fully autonomous rides 24/7 with Waymo One – rolling through Santa Monica, Hollywood Boulevard, USC, and everything in between.

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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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OpenAI Co-Founder Returns to Startup After Monthslong Leave

Flipboard

OpenAI co-founder Greg Brockman has returned to the artificial intelligence startup three months after taking a leave from his role as president, bringing a key figure back to the C-suite amid an exodus of top executives.

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DNA testing company vanishes along with its customers’ genetic data

Hacker News

A DNA testing company that promised clients insights into their genetic disposition has suddenly disappeared. The BBC reports it tried several methods to reach the company but failed in this effort. London offices are closed, nobody answers the phone, and clients are no longer capable of accessing their online records. All the company’s social media accounts haven’t been updated since 2023 at the latest.

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New secret math benchmark stumps AI models and PhDs alike

Flipboard

On Friday, research organization Epoch AI released FrontierMath, a new mathematics benchmark that has been turning heads in the AI world because it …

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The role of AI in changing company structures and dynamics

databricks

The most recent wave of artificial intelligence (AI), spearheaded by the advent and mass adoption of large language models (LLM), showed the potential.

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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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Sam Altman claims AGI is coming in 2025 and machines will be able to 'think like humans' when it happens

Flipboard

OpenAI CEO Sam Altman says we should achieve artificial general intelligence next year. This is AI as capable as humans across a broad range of tasks.

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No GPS required: our app can now locate underground trains

Hacker News

Bad service in the subway?

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Startup CEO says humans won't be needed for translation in 3 years as it launches AI app

Flipboard

LISBON — Unbabel on Wednesday announced a translation service powered by artificial intelligence, adding another rival to a highly competitive space …

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Bypassing regulatory locks, hacking AirPods and Faraday cages

Hacker News

How we bypassed Apple's regulatory restrictions, built a Faraday cage and enabled georestricted features on the Airpods Pro 2 for our grandparents.

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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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AI Startup Writer Nabs A $1.9 Billion Valuation To Become A Super App For Enterprises

Flipboard

The company has raised $200 million to build the next iteration of AI models that can help employees get their work done faster. Enterprise AI startup Writer has outgrown its name.

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Two upstart search engines are teaming up to take on Google

Hacker News

Generative AI and new rules targeting tech giants are giving Ecosia and Qwant fuel to challenge Google and Microsoft and develop a web index for Europe.

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Generative disinfo is real — you’re just not the target, warns deepfake tracking nonprofit

Flipboard

Many feared that the 2024 election would be affected, and perhaps decided, by AI-generated disinformation. While there was some to be found, it was far less than anticipated. But don’t let that fool you: the disinfo threat is real — you’re just not the target.

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A Mathematician in a School of Art

Hacker News

By Tim Chartier

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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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Another warning that the AI bubble is near bursting…

Flipboard

We’ve heard it from Gary Smith and Jeffrey Funk.

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Spin 3.0 – open-source tooling for building and running WASM apps

Hacker News

The latest major release of Spin is here - with new features like Component Dependencies, Selective Deployments, Otel Integration, and Spin Factors.

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OpenAI Reportedly Hitting Law of Diminishing Returns as It Pours Computing Resources Into AI

Flipboard

This could be a major problem.

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The race to commercialise nuclear-powered batteries

Hacker News

‘Radiovoltaic’ devices can deliver long-lasting power to pacemakers, planetary rovers and more

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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.