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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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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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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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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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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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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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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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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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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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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I’m a neurology ICU nurse. The creep of AI in our hospitals terrifies me

Flipboard

The healthcare landscape is changing fast thanks to the introduction of artificial intelligence. These technologies have shifted decision-making power away from nurses and on to the robots. Michael Kennedy, who works as a neuro-intensive care nurse in San Diego, believes AI could destroy nurses’ intuition, skills, and training.

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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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AI is taking ad targeting to a new level. Here's how

Flipboard

Artificial intelligence is helping marketers keep up with the rapid pace of change in the advertising industry, allowing them to stay nimble while also expanding their creative capabilities, says Kern Schireson, CEO of the full-service advertising agency Known.

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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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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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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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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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Why learning 10 programming languages doesn’t make you a more interesting job candidate

Flipboard

New data from LinkedIn on the most in-demand jobs on the platform in the third quarter of this year reveals that software engineering is in second place. Just pipped to the post by sales roles, it is clear that software engineering and development pros are in high demand.

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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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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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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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Show HN: Jelly – A Simpler Shared Inbox for Small Teams

Hacker News

Jelly is a new shared inbox for your team’s shared email addresses. It’s simple, intuitive, and actually affordable. From the good people at Good Enough.

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The 10 Most Important Banking And Financial Technology Trends That Will Shape 2025

Flipboard

As technological disruption and economic uncertainty continue to reshape the financial landscape, alongside dramatic shifts in consumer behavior and regulatory requirements, 2025 promises to be both challenging and opportunistic for banking and financial services.

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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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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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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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AMD's CPU sales are miles better than Intel

Hacker News

The first sales numbers for the Ryzen 7 9800X3D have been posted online and we can see that AMD continues to dominate the CPU market.

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Our Machine Learning Crash Course goes in depth on generative AI

Flipboard

We’ve released a major update to Machine Learning Crash Course, including new coverage of generative AI topics, with a focus on hands-on, visual …

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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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What science reveals about our tendency toward corruption

Hacker News

A bribery experiment involving people from 18 countries reveals that the phenomenon is largely subject to circumstance

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Ars Live: Our first encounter with manipulative AI

Flipboard

In the short-term, the most dangerous thing about AI language models may be their ability to emotionally manipulate humans if not carefully …

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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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Robot learned surgical tasks from videos and AI

Flipboard

A research team used videos of surgeries and the machine learning architecture behind ChatGPT to successfully train a robot to do basic tasks like …

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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.