Building Industry-leading AI Models for Universal Speech Intelligence
databricks
DECEMBER 12, 2024
We just followed the documentation online, and within a few hours, we were operational and started running a job. We never had any.
Thu.Dec 12, 2024
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Challenging the Cloud-Only Path to AI Innovation: A Critical Look at Vendor-Led AI Roadmaps
insideBIGDATA
DECEMBER 12, 2024
In this contributed article, Saulo Bomfim, Vice President, Product and Service Strategy at Rimini Street, suggests that as major enterprise software vendors limit their AI offerings to cloud-only platforms, organizations face mounting pressure to migratebut instead of jumping into costly cloud transitions, IT leaders should first be aware of these four key challenges that could impact their AI transformation journey, and a viable solution to combat them all.
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Let’s Try Coding with OpenAI Canvas
Analytics Vidhya
DECEMBER 12, 2024
OpenAI Canvas is a versatile tool designed to streamline collaborative coding and text editing. With its intuitive interface, Canvas offers a dynamic platform for developers to write, edit, and debug code alongside ChatGPTs AI-driven assistance. This makes it particularly useful for a wide range of tasks, from basic scripting to managing complex projects.
Data Augmentation: A Comprehensive Guide
Data Science Dojo
DECEMBER 12, 2024
Let’s suppose youre training a machine learning model to detect diseases from X-rays. Your dataset contains only 1,000 imagesa number too small to capture the diversity of real-world cases. Limited data often leads to underperforming models that overfit and fail to generalize well. It seems like an obstacle – until you discover data augmentation.
What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?
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.
ChatGPT vs Perplexity vs Google vs Goover: Who Nails your Search Queries?
Analytics Vidhya
DECEMBER 12, 2024
In the last 2 years, we have seen ChatGPT transform from a creative LLM-powered chatbot into a powerful generative AI-powered search tool for all our queries. Its capabilities have grown beyond just generating, summarizing, and translating text to doing real-time research on the latest happenings and giving us up-to-date information on literally anything.
Data Augmentation: A Comprehensive Guide
Data Science Dojo
DECEMBER 12, 2024
Let’s suppose youre training a machine learning model to detect diseases from X-rays. Your dataset contains only 1,000 imagesa number too small to capture the diversity of real-world cases. Limited data often leads to underperforming models that overfit and fail to generalize well. It seems like an obstacle – until you discover data augmentation.
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Amazon Q Apps supports customization and governance of generative AI-powered apps
AWS Machine Learning Blog
DECEMBER 12, 2024
We are excited to announce new features that allow creation of more powerful apps, while giving more governance control using Amazon Q Apps, a capability within Amazon Q Business that allows you to create generative AI-powered apps based on your organizations data. These features enhance app customization options that let business users tailor solutions to their specific individual or organizational requirements.
Human-AI Collaboration in Physical Tasks
ML @ CMU
DECEMBER 12, 2024
TL;DR: At SmashLab , we’re creating an intelligent assistant that uses the sensors in a smartwatch to support physical tasks such as cooking and DIY. This blog post explores how we use less intrusive scene understandingcompared to camerasto enable helpful, context-aware interactions for task execution in their daily lives. Thinking about AI assistants for tasks beyond just the digital world?
Accelerate your ML lifecycle using the new and improved Amazon SageMaker Python SDK – Part 2: ModelBuilder
AWS Machine Learning Blog
DECEMBER 12, 2024
In Part 1 of this series, we introduced the newly launched ModelTrainer class on the Amazon SageMaker Python SDK and its benefits, and showed you how to fine-tune a Meta Llama 3.1 8B model on a custom dataset. In this post, we look at the enhancements to the ModelBuilder class, which lets you seamlessly deploy a model from ModelTrainer to a SageMaker endpoint, and provides a single interface for multiple deployment configurations.
Red Hat Details Vision For AI, Casts Foundations In Granite
Adrian Bridgwater for Forbes
DECEMBER 12, 2024
Red Hat Enterprise Linux AI is a foundation model platform for developing, testing and running generative artificial intelligence models for enterprise applications.
Agent Tooling: Connecting AI to Your Tools, Systems & Data
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.
Accelerate your ML lifecycle using the new and improved Amazon SageMaker Python SDK – Part 1: ModelTrainer
AWS Machine Learning Blog
DECEMBER 12, 2024
Amazon SageMaker has redesigned its Python SDK to provide a unified object-oriented interface that makes it straightforward to interact with SageMaker services. The new SDK is designed with a tiered user experience in mind, where the new lower-level SDK ( SageMaker Core ) provides access to full breadth of SageMaker features and configurations, allowing for greater flexibility and control for ML engineers.
Making AI More Accessible: Up to 80% Cost Savings with Meta Llama 3.3 on Databricks
databricks
DECEMBER 12, 2024
As enterprises build agent systems to deliver high quality AI apps, we continue to deliver optimizations to deliver best overall cost-efficiency for our.
Answer questions from tables embedded in documents with Amazon Q Business
AWS Machine Learning Blog
DECEMBER 12, 2024
Amazon Q Business is a generative AI -powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. A large portion of that information is found in text narratives stored in various document formats such as PDFs, Word files, and HTML pages. Some information is also stored in tables (such as price or product specification tables) embedded in those same document types, CSVs, or spreadsheets.
Preparing for the Holiday Season with More Personalized Marketing Content
databricks
DECEMBER 12, 2024
In this first part of a two-part blog series, we demonstrate how generative AI coupled with customer data can help marketing teams generate.
How to Modernize Manufacturing Without Losing Control
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
Russian Secret Blizzard hackers exploit malware to target Ukrainian forces
Dataconomy
DECEMBER 12, 2024
Russian nation-state actor Secret Blizzard has intensified its cyber-espionage efforts against Ukrainian military assets during 2024. Linked to Russia’s Federal Security Service (FSB), the group has effectively used infrastructure and tools from various cyber actors. Key techniques include deploying sophisticated custom malware, conducting strategic watering hole attacks, and spear phishing.
Mainframe Data Meets AI: Reducing Bias and Enhancing Predictive Power
Precisely
DECEMBER 12, 2024
Key Takeaways : The significance of using legacy systems like mainframes in modern AI. How mainframe data helps reduce bias in AI models. The challenges and solutions involved in integrating legacy data with modern AI systems. The potential benefits of these integrations. In todays rapidly evolving technological landscape, businesses across industries are constantly looking for ways to harness the power of artificial intelligence (AI) to drive better decision-making, enhance customer experiences
ChatGPT now understands real-time video, seven months after OpenAI first demoed it
DECEMBER 12, 2024
OpenAI has finally released the real-time video capabilities for ChatGPT that it demoed nearly seven months ago. On Thursday during a livestream, the company said that Advanced Voice Mode, its human-like conversational feature for ChatGPT, is getting vision.
AI Godmother Fei-Fei Li Has a Vision for Computer Vision
Hacker News
DECEMBER 12, 2024
Stanford University professor Fei-Fei Li has already earned her place in the history of AI. She played a major role in the deep learning revolution by laboring for years to create the ImageNet dataset and competition, which challenged AI systems to recognize objects and animals across 1,000 categories. In 2012, a neural network called AlexNet sent shockwaves through the AI research community when it resoundingly outperformed all other types of models and won the ImageNet contest.
Automation, Evolved: Your New Playbook for Smarter Knowledge Work
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.
Cartesia claims its AI is efficient enough to run pretty much anywhere
DECEMBER 12, 2024
Its becoming increasingly costly to develop and run AI. OpenAIs AI operations costs could reach $7 billion this year, while Anthropics CEO recently suggested that models costing over $10 billion could arrive soon. So the hunt is on for ways to make AI cheaper.
Your OnlyFans partner might be AI—and you’d never know
Dataconomy
DECEMBER 12, 2024
One of the newer disruptions in the job market comes from AI replacing roles traditionally held by humans, particularly in the realm of OnlyFans chatters according to WIRED. These chatters, gig workers paid to impersonate top OnlyFans creators in conversations with fans, are increasingly being replaced by AI-generated alternatives. AI tools replace human chatters on OnlyFans platform The appeal of OnlyFans lies in the direct engagement creators maintain with their supporters, often exchanging le
Proving You’re Human Is Harder Than Ever (But It Doesn’t Have To Be)
DECEMBER 12, 2024
As A.I. advances, CAPTCHAs fail and deepfakes proliferate, the internet faces an identity crisis. Blockchain and decentralization could the key to solving it.
Design Token-Based UI Architecture
Hacker News
DECEMBER 12, 2024
Design tokens are fundamental design decisions represented as data. Andreas Kutschmann explains how they work and how to organize them to balance scalability, maintainability and developer experience.
How to Achieve High-Accuracy Results When Using LLMs
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
Elon Musk’s latest attempt to save X ignores the real problem
DECEMBER 12, 2024
Elon Musk is hoping his ethically dubious generative AI tool , Grok, will help stem the continuing exodus from his social media site X. Musk has launched a free version of the AI chatbot Grokto X.
Conversation intelligence platform Echo AI integrates Speech AI to extract key voice of customer insights
AssemblyAI
DECEMBER 12, 2024
Customer conversations are the most valuable piece of data a company can have, but too much of that data sits unused and underutilized. That’s why Alex Kvamme and his team built Echo AI, the first Generative AI-native conversation intelligence platform. At the highest level, the Echo AI platform turns all customer conversations into key actionable insights across singular and collective conversational data.
People Really Want SpaceX Shares
DECEMBER 12, 2024
SPVs, insider trading on getting fired, Target Pride securities fraud, Riot Platforms and impersonating a stockbroker. How much would you pay for stock in SpaceX or OpenAI? There are data points.
Google Blends Its AI With XR To Build The Android XR Spatial OS
MoorInsights for Forbes
DECEMBER 12, 2024
Android XR reflects Google's comprehensive approach to XR and delivers what the industry has needed for a long time: a platform to rally around for XR empowered by AI.
Maximizing Profit and Productivity: The New Era of AI-Powered Accounting
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.
Beyond Bureaucracy: How AI Is Shaping The Future Of Public Service
DECEMBER 12, 2024
When it comes to efficiency and effectiveness, government isnt exactly the first thing that springs to mind. However, AI is aiming to change even the most bureaucratic and inefficient of public sector institutions, bringing intelligence where people often think it doesnt exist at all.
The Urgent Risks of Bad Data Engineering
Aryng
DECEMBER 12, 2024
As the CEO of a data science consulting company, Ive noticed many organizations fall short in effectively managing their data. A lot of this has to do with their systems. Even if their data systems are not technically flawed, they are still unable to solve business problems and drive profitable decisions. Companies in the initial […] The post The Urgent Risks of Bad Data Engineering appeared first on Aryng's Blog.
Technologists: Smarter-Than-Humans A.I. Will Likely Be Here by 2030
DECEMBER 12, 2024
Most members of a DealBook Summit panel described immense benefits from artificial intelligence and saw its risks as manageable. This article is part of our special section on the DealBook Summit that included business and policy leaders from around the world.
Data Monetization: The Holy Grail or the Road to Ruin?
Dataversity
DECEMBER 12, 2024
Unlocking the value of data is a key focus for business leaders, especially the CIO. While in its simplest form, data can lead to better insights and decision-making, companies are pursuing an entirely different and more advanced agenda: the holy grail of data monetization. This concept involves aggregating a variety of both structured and unstructured […] The post Data Monetization: The Holy Grail or the Road to Ruin?
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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