Analytics Vidhya
OCTOBER 14, 2024
Introduction Today, we will discuss the first pattern in the series of agentic AI design patterns: The Reflection Pattern. The Reflection Pattern is a powerful approach in AI, particularly for large language models (LLMs), where an iterative process of generation and self-assessment improves the output quality. We can picture it as a course developer who […] The post What is Agentic AI Reflection Pattern?
insideBIGDATA
OCTOBER 14, 2024
Relyance AI, a leading AI-powered data governance platform that provides complete visibility and control over enterprise-wide data, announced a $32.1 million Series B funding round to scale operations and meet the needs of the exploding use of artificial intelligence in the enterprise.
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Analytics Vidhya
OCTOBER 14, 2024
Introduction While FastAPI is good for implementing RESTful APIs, it wasn’t specifically designed to handle the complex requirements of serving machine learning models. FastAPI’s support for asynchronous calls is primarily at the web level and doesn’t extend deeply into the model prediction layer. This limitation poses challenges because AI model predictions are resource-intensive operations that […] The post LitServe: The Future of Scalable AI Model Serving appeared firs
AWS Machine Learning Blog
OCTOBER 14, 2024
With recent advances in large language models (LLMs), a wide array of businesses are building new chatbot applications, either to help their external customers or to support internal teams. For many of these use cases, businesses are building Retrieval Augmented Generation (RAG) style chat-based assistants, where a powerful LLM can reference company-specific documents to answer questions relevant to a particular business or use case.
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.
Analytics Vidhya
OCTOBER 14, 2024
Introduction In today’s digital world, Large Language Models (LLMs) are revolutionizing how we interact with information and services. LLMs are advanced AI systems designed to understand and generate human-like text based on vast amounts of data. They use deep learning techniques, particularly transformers, to perform various language tasks such as translation, text generation, and summarization. […] The post 12 Free And Paid LLMs for Your Daily Tasks appeared first on Analytics Vidh
databricks
OCTOBER 14, 2024
Over the last few years, we've seen tremendous growth and adoption of Databricks SQL , our intelligent data warehouse purpose-built on the Data.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Machine Learning Mastery
OCTOBER 14, 2024
In the first post in this series, we introduced retrieval augmented generation (RAG) , explaining that it became necessary to expand the capabilities of conventional large language models (LLMs).
KDnuggets
OCTOBER 14, 2024
This article will explore key metrics and strategies to assess AI adoption and its broader impact on an organization.
Dataversity
OCTOBER 14, 2024
A couple of weeks ago, a management consultant I met made an off-the-cuff remark that caught my attention. I was asking them about the ways in which generative AI might impact their business and they shared that clients might not want to pay $50,000 for a slide deck anymore if they disclosed that generative AI […] The post Ask a Data Ethicist: Does Using Generative AI Devalue Professional Work?
KDnuggets
OCTOBER 14, 2024
FastApi is a contemporary web framework designed for creating RESTful APIs with Python 3.8 or later.
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.
insideBIGDATA
OCTOBER 14, 2024
Precisely, a leader in data integrity, announced the Data Graph API, a new addition to the Data Enrichment service within the Precisely Data Integrity Suite. For the first time, a single API offers simplified access to the Precisely data portfolio for flexible queries, data enrichment, and enhanced data discovery.
KDnuggets
OCTOBER 14, 2024
For developers working with LLMs, Intel’s article serves as a practical guide to navigating the complexities of fine-tuning and inference, offering valuable insights and techniques for optimizing both the development and deployment phases.
Hacker News
OCTOBER 14, 2024
Expect that to continue
Machine Learning Research at Apple
OCTOBER 14, 2024
While server-side Large Language Models (LLMs) demonstrate proficiency in tool integration and complex reasoning, deploying Small Language Models (SLMs) directly on devices brings opportunities to improve latency and privacy but also introduces unique challenges for accuracy and memory. We introduce CAMPHOR, an innovative on-device SLM multi-agent framework designed to handle multiple user inputs and reason over personal context locally, ensuring privacy is maintained.
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
Hacker News
OCTOBER 14, 2024
Prompt, run, edit & deploy web apps
Machine Learning Research at Apple
OCTOBER 14, 2024
Time series data are inherently functions of time, yet current transformers often learn time series by modeling them as mere concatenations of time periods, overlooking their functional properties. In this work, we propose a novel objective for transformers that learn time series by re-interpreting them as temporal functions. We build an alternative sequence of time series by constructing degradation operators of different intensity in the functional space, creating augmented variants of the ori
Hacker News
OCTOBER 14, 2024
The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2024 was awarded jointly to Daron Acemoglu, Simon Johnson and James A.
Dataconomy
OCTOBER 14, 2024
Adobe has kicked off its annual Adobe MAX conference by unveiling a series of new AI-powered features across its Creative Cloud suite of applications, aiming to make creative workflows more efficient and intuitive for users. The announcements include significant updates to Photoshop, Illustrator, InDesign, and Premiere Pro, which now incorporate advanced AI technology to enhance traditional design tasks.
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.
Hacker News
OCTOBER 14, 2024
22-year-old Kirill Shevchenko has been expelled from the 2024 Spanish Team Championship with his draw against Bassem Amin in round one and win over Francisco Vallejo in round two turned into losses.
PyImageSearch
OCTOBER 14, 2024
Home Table of Contents Photogrammetry Explained: From Multi-View Stereo to Structure from Motion Technique #1: Multi-View Stereo Technique #2: Structure from Motion Example: COLMAP Summary and Next Steps Next Steps Citation Information Photogrammetry Explained: From Multi-View Stereo to Structure from Motion In this blog post, you will learn about 3D Reconstruction.
Hacker News
OCTOBER 14, 2024
A recent excavation has unearthed 12 human skeletons and a chamber of grave offerings near Petra’s Treasury building, a UNESCO World Heritage site.
MoorInsights for Forbes
OCTOBER 14, 2024
With its new releases at the Advancing AI 2024 event, AMD has positioned itself as a legitimate competitor to Nvidia in enterprise and hyperscaler AI in the datacenter.
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 14, 2024
Llama3.1 learns to Listen. Contribute to homebrewltd/ichigo development by creating an account on GitHub.
Dataconomy
OCTOBER 14, 2024
The Internet Archive is gearing up to return “within days,” following a cyberattack that temporarily shut down the platform’s vast digital library and the Wayback Machine, exposing millions of users to data theft. Founder Brewster Kahle confirmed the news as his team worked around the clock to secure the site and strengthen its defenses against future breaches.
Hacker News
OCTOBER 14, 2024
The actual recommendations might surprise you—along with the state of modern dentistry.
Gil Press for Forbes
OCTOBER 14, 2024
At the intersection of biology and AI, Somite.ai is pioneering the future of repairing human bodies by applying the predictive power of engineering.
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.
Hacker News
OCTOBER 14, 2024
I got something wrong; introducing Airship Industries
Dataversity
OCTOBER 14, 2024
The promise of artificial intelligence to catapult businesses to new heights in productivity, decision-making, and customer experience is very real. Unfortunately, a lot of the information about AI that enterprise leaders are using to guide decisions right now is not. For companies to achieve the true potential of emerging AI-driven technologies, we need to set […] The post 3 AI Misconceptions That Are Constraining Real-World Results appeared first on DATAVERSITY.
Hacker News
OCTOBER 14, 2024
Drawing graphics efficiently for Apple Vision using the Metal rendering API - gnikoloff/drawing-graphics-on-apple-vision-with-metal-rendering-api
FlowingData
OCTOBER 14, 2024
The Pudding examines who gets shipped , which means a pairing of characters in a relationship. Relationship types, demographics, and fandoms. Completely uninitiated to the world of fan fiction, I did not know many words going into this, but now I do.
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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