Towards AI

OCTOBER 31, 2024

Last Updated on October 31, 2024 by Editorial Team Author(s): Jonas Dieckmann Originally published on Towards AI. Data analytics has become a key driver of commercial success in recent years. The ability to turn large data sets into actionable insights can mean the difference between a successful campaign and missed opportunities. However, data quality is still a major challenge: if the data that is fed into a model lacks quality/consistency, the resulting output will also be of low quality.

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insideBIGDATA

OCTOBER 31, 2024

Costanoa Ventures, a boutique early-stage B2B venture capital firm, released findings from a survey of founders building in the AI space, "Building an AI-Native Startup," offering a snapshot of the AI-native startup ecosystem. The survey includes insights into how founders building in AI approach hiring AI talent, the tools they use, and the challenges that keep them up at night.

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Machine Learning Research at Apple

OCTOBER 31, 2024

Many app developers are interested in building on device experiences that integrate increasingly capable large language models (LLMs). Running these models locally on Apple silicon enables developers to leverage the capabilities of the user's device for cost-effective inference, without sending data to and from third party servers, which also helps protect user privacy.

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Data Science Dojo

OCTOBER 31, 2024

Imagine a world where bustling office spaces fell silent, and the daily commute became a distant memory. When COVID-19 hit, that world became a reality, transforming how we work. Remote work quickly transitioned from a perk to a necessity, and data science—already digital at heart—was poised for this change. According to a recent report from Gartner, 47% of employers are open to full-time remote work even beyond the pandemic, highlighting a massive shift in the job landscape.

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Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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insideBIGDATA

OCTOBER 31, 2024

The purchase — the biggest yet for DeepL — is among first NVIDIA DGX SuperPOD with DGX GB200 systems and will fuel DeepL’s industry-leading Language AI platform DeepL, a leading global Language AI company, today announced it will be among the first to commercially deploy the NVIDIA DGX SuperPOD with DGX GB200 systems.

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AWS Machine Learning Blog

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. Many businesses want to integrate these cutting-edge AI capabilities with their existing collaboration tools, such as Google Chat, to enhance productivity and decision-making processes.

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AWS Machine Learning Blog

OCTOBER 31, 2024

A number of organizations use Gmail for their business email needs. Gmail for business is part of Google Workspace , which provides a set of productivity and collaboration tools like Google Drive , Gmail , and Google Calendar. Google Drive supports storing documents such as Emails contain a wealth of information found in different places, such as within the subject of an email, the message content, or even attachments.

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KDnuggets

OCTOBER 31, 2024

Fine-tuning the T5 model for question answering tasks is simple with Hugging Face Transformers: provide the model with questions and context, and it will learn to generate the correct answers.

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AssemblyAI

OCTOBER 31, 2024

The transition to online communication—from sales calls to internal meetings to educational coursework—has created significant opportunities for new AI-powered tools and platforms that help individuals fully use all this digital data.  One predominant AI feature that has risen in popularity is AI-powered transcript summarizers. In addition to providing an immediate transcript of a virtual meeting or lecture (using AI speech-to-text ), AI transcript summarizers can summarize th

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Machine Learning Mastery

OCTOBER 31, 2024

Sponsored Content From November 1st to November 21st, 2024 (8:00 am UTC), 365 Data Science offers free access to its comprehensive learning platform. This is.

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Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

AI

KDnuggets

OCTOBER 31, 2024

This article presents a comprehensive discussion of when to choose which approach for your LLM and potential hybrid solutions.

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AWS Machine Learning Blog

OCTOBER 31, 2024

Amazon SageMaker Ground Truth enables the creation of high-quality, large-scale training datasets, essential for fine-tuning across a wide range of applications, including large language models (LLMs) and generative AI. By integrating human annotators with machine learning, SageMaker Ground Truth significantly reduces the cost and time required for data labeling.

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Towards AI

OCTOBER 31, 2024

Author(s): Shenggang Li Originally published on Towards AI. Statistical Analysis of Stock Market Trends Across Bull and Bear Phases, Uncovering When and How Market Conditions Shape Predictability This member-only story is on us. Upgrade to access all of Medium. Photo by Helena Hertz on Unsplash Are stock prices truly random, or do hidden patterns surface under certain conditions?

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Dataconomy

OCTOBER 31, 2024

Samsung has rolled out a new software update, One UI 6.1.1, for its Galaxy Z Fold6, which introduces a split mode for Google Gemini. This feature has now been extended to the Galaxy Tab series and other Android foldable phones and tablets, enhancing the multitasking capabilities of these devices. Enable extensions to get more out of Gemini. Connect the dots across your @Google universe and use Gemini to find info in your Gmail, summarize lengthy Docs, and more.

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Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

AI

Towards AI

OCTOBER 31, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As we wrap up October, we’ve compiled a bunch of diverse resources for you — from the latest developments in generative AI to tips for fine-tuning your LLM workflows, from building your own NotebookLM clone to instruction tuning. We’re also excited to share updates on Building LLMs for Production, now available on our own platform: Towards AI Academy.

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Precisely

OCTOBER 31, 2024

Key Takeaways: Data mesh is a decentralized approach to data management, designed to shift creation and ownership of data products to domain-specific teams. Data fabric is a unified approach to data management, creating a consistent way to manage, access, and share data across distributed environments. Both approaches empower your organization to be more agile, data-driven, and responsive so you can make informed decisions in real time.

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Towards AI

OCTOBER 31, 2024

Last Updated on October 31, 2024 by Editorial Team Author(s): Kamran Khan Originally published on Towards AI. Boost Your Productivity with AI This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash In the fast pace of digital today, tools created through AI can work to create changes in being more productive, creative, and even more efficient every day.

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SAS Software

OCTOBER 31, 2024

La Inteligencia Artificial Generativa y la Inteligencia Artificial Predictiva son cada vez más utilizadas en el sector asegurador para predecir tendencias, demandas y optimizar operaciones. Sin embargo, de acuerdo con un estudio elaborado por Ernest and Young, el 50 % de los ejecutivos y responsables de áreas de tecnología no [.] The post Menos de la mitad de las aseguradoras en la región han implementado IA appeared first on SAS Blogs.

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Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Hacker News

OCTOBER 31, 2024

Attendance on Wednesday, or whatever day the results are announced, is optional for high school students at the Ethical Culture Fieldston School in New York City, families were told.

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Flipboard

OCTOBER 31, 2024

With OpenAI’s new real-time search feature, ChatGPT is positioning itself as a competitor to traditional search engines like Google.

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Hacker News

OCTOBER 31, 2024

Download Claude for your desktop or mobile device.

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Flipboard

OCTOBER 31, 2024

Meet the faces of the future.

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Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Hacker News

OCTOBER 31, 2024

A Times investigation has found that an unusually tall mast, and the design changes it required, made a superyacht owned by a British tech mogul vulnerable to capsizing.

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AssemblyAI

OCTOBER 31, 2024

Building AI applications with speech recognition should be straightforward: process audio, get structured data, take action. Yet despite the industry's claims of +90% accuracy, developers face a persistent challenge: the gap between raw audio files and reliable, structured outputs. The hidden cost of "good enough" speech-to-text Consider a simple example: Your application needs to parse "sarah.johnson@acme-corp.com" from an audio stream.

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Hacker News

OCTOBER 31, 2024

Microsoft needs more time to work on Recall.

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Flipboard

OCTOBER 31, 2024

The analyst firm used this year's trends list to spotlight the role of AI in the enterprise, especially as vendors change how AI agents are delivered.

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Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

AI

Hacker News

OCTOBER 31, 2024

British data shows that children conceived and born during a period of sugar rationing were less likely to develop diabetes or high blood pressure later in life.

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Dataconomy

OCTOBER 31, 2024

OpenAI has rolled out its Advanced Voice mode for the desktop versions of ChatGPT, available on macOS and Windows. Previously exclusive to mobile versions, this feature expands the capabilities of the desktop ChatGPT app, allowing users to have voice conversations with the AI in a more natural way. The announcement came with the tagline, “Big day for desktops,” highlighting the importance of this update for desktop users.

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Hacker News

OCTOBER 31, 2024

This is the government's strongest stance yet on software security, which puts manufacturers on notice: fix dangerous coding practices or risk being labeled as negligent.

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Flipboard

OCTOBER 31, 2024

AI tools like ChatGPT and Perplexity, combined with automation software Make, to research individuals efficiently.

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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?