Analytics Vidhya
NOVEMBER 19, 2024
AI agents are intelligent programs that perform tasks autonomously, transforming various industries. As AI agents gain popularity, various frameworks have emerged to simplify their development and integration. Atomic Agents is one of the newer entries in this space, designed to be lightweight, modular, and easy to use. Atomic Agents provides a hands-on, transparent approach, allowing […] The post Build Agents the Atomic Way!
NOVEMBER 19, 2024
Robert Califf has made no secret of the Food and Drug Administration’s struggles to regulate generative AI. Large language models and their application to health care “provide a massive example of a technology with novel needs,” FDA commissioner Califf said in an address earlier this year to the Coalition for Health AI. This week, the agency will turn toward that challenge, focusing the first-ever meeting of its Digital Health Advisory Committee on the question of whet
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Analytics Vidhya
NOVEMBER 19, 2024
Generative foundation models have revolutionized Natural Language Processing (NLP), with Large Language Models (LLMs) excelling across diverse tasks. However, the field of visual generation still lacks a unified model capable of handling multiple tasks within a single framework. Existing models like Stable Diffusion, DALL-E, and Imagen excel in specific domains but rely on task-specific extensions […] The post OmniGen: A Unified Approach to Image Generation appeared first on Analytics Vidh
insideBIGDATA
NOVEMBER 19, 2024
Teradata today announced that Teradata AI Unlimited is now available for public preview through the Microsoft Fabric Workload Hub. Microsoft Fabric Workload Hub allows customers to discover and add new ISV offered capabilities to their Fabric environment. AI Unlimited in Microsoft Fabric is a serverless compute engine that was designed to speed up Trusted AI innovations delivered at enterprise scale.
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
NOVEMBER 19, 2024
Output parsers are essential for converting raw, unstructured text from language models (LLMs) into structured formats, such as JSON or Pydantic models, making it easier for downstream tasks. While function or tool calling can automate this transformation in many LLMs, output parsers are still valuable for generating structured data or normalizing model outputs.
NOVEMBER 19, 2024
Ambient AI medical scribes are about the easiest — and hottest — way into health care for AI-based startups. Just take a look at this graphic that lists 35 companies who are (or at one point were) trying to use ambient voice for translating the audio of doctors’ visits into written notes. The area is both well within the capabilities of AI tools and also — theoretically — doesn’t directly affect patient care.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
NOVEMBER 19, 2024
In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.
AWS Machine Learning Blog
NOVEMBER 19, 2024
As companies of all sizes continue to build generative AI applications, the need for robust governance and control mechanisms becomes crucial. With the growing complexity of generative AI models, organizations face challenges in maintaining compliance, mitigating risks, and upholding ethical standards. This is where the concept of guardrails comes into play, providing a comprehensive framework for implementing governance and control measures with safeguards customized to your application require
Dataconomy
NOVEMBER 19, 2024
The U.S. Department of Justice (DOJ) is pushing for Google to sell its Chrome browser in an effort to address concerns over Google’s monopoly in the search market. The push comes after a judge ruled earlier this year that Google maintained an illegal search monopoly. This significant move aims to enhance competition and player diversity within the search engine sector.
AWS Machine Learning Blog
NOVEMBER 19, 2024
The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las Vegas is set to host this spectacular event. This year, generative AI and machine learning (ML) will again be in focus, with exciting keynote announcements and a variety of sessions showcasing insights from AWS experts, customer stories, and hands-on experiences with AWS services.
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.
NOVEMBER 19, 2024
Organizations of all sizes and types are using generative AI to create products and solutions. A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In semantic search, documents are stored as vectors, a numeric representation of the document content, in a vector database such as Amazon OpenSearch Service , and are retrieved by performing similarity search with a vector representation of the search query
O'Reilly Media
NOVEMBER 19, 2024
One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. The haphazard results may be entertaining, although not quite based in fact.
KDnuggets
NOVEMBER 19, 2024
100% online master’s program with flexible schedules designed for working professionals. Enrolling now for March 3rd.
AWS Machine Learning Blog
NOVEMBER 19, 2024
In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer —a fully autonomous 1/18th scale race car driven by reinforcement learning. At the time, I knew little about AI or machine learning (ML). As an engineer transitioning from legacy networks to cloud technologies, I had never considered myself a developer. But AWS DeepRacer instantly captured my interest with its promise that even inexperienced developers could get involved in AI and ML.
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
AssemblyAI
NOVEMBER 19, 2024
In a world where data is a crucial asset for training AI models, we've seen firsthand at AssemblyAI how properly managing this vital resource is essential in making progress toward our goal of democratizing state-of-the-art Speech AI. In the course of developing our Conformer and Universal speech recognition models , we've had to navigate the complexities of handling massive amounts of audio data and metadata.
Dataconomy
NOVEMBER 19, 2024
At the last AI Conference, we had a chance to sit down with Roman Shaposhnik and Tanya Dadasheva, the co-founders of Ainekko/AIFoundry, and discuss with them an ambiguous topic of data value for enterprises in the times of AI. One of the key questions we started from was: are most companies running the same frontier AI models, is incorporating their data the only way they have a chance to differentiate?
Hacker News
NOVEMBER 19, 2024
I’m really excited that I can finally unveil the new Prusa CORE One! Not just here, with text and a 10-minute video deep dive, but also live at FormNext in Frankfurt. So if you’re visiting, stop by our booth at Hall.
Dataconomy
NOVEMBER 19, 2024
Meta AI has rolled out its AI-powered Ray-Ban smart glasses in France, Italy, Ireland, and Spain, allowing users to ask questions and receive real-time responses in multiple languages. The launch aims to enhance users’ daily lives by providing assistance directly from their eyewear. Meta AI introduces smart glasses for European users Beginning November 18, users in four European countries will benefit from Meta’s AI capabilities through Ray-Ban Meta glasses.
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
NOVEMBER 19, 2024
Apple rushes out out major macOS and iOS security updates to cover a pair of vulnerabilities already being exploited in the wild.
Dataconomy
NOVEMBER 19, 2024
SAN FRANCISCO, Calif. – Nov. 19, 2024 – Today PicnicHealth unveiled an AI assistant that empowers patients to take control of their healthcare. Picnic simplifies medical records and provides actionable insights, enabling patients to make informed decisions. By integrating health data from any U.S. care site, Picnic breaks down data silos and makes it easier to navigate a complex healthcare system.
NOVEMBER 19, 2024
Niantic says it is using data generated by Pokémon Go players to create a “Large Geospatial Model” that can navigate the real world and power robots.
Dataconomy
NOVEMBER 19, 2024
Perplexity has unveiled a very interesting shopping feature for Pro subscribers in the U.S. that allows users to make purchases directly from its AI-powered search engine. This new functionality enables Pro members to click a “Buy with Pro” button when they search for a product, automatically processing their orders using pre-stored shipping and billing details.
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
NOVEMBER 19, 2024
Nearly 20 million people have joined Bluesky, a social network that gives you fine-grained control over what you see and who you interact with.
Dataconomy
NOVEMBER 19, 2024
Nvidia’s stock dropped on reports of overheating issues with its new Blackwell AI chips , impacting the company ahead of its earnings report. Problems surfaced after its chips, used in servers designed for high-performance computing, overheat in configurations intended for 72 units. Nvidia is facing pressure as it aims to ramp up production. Nvidia stock falls due to Blackwell AI server issues ahead of earnings report Industry reports, notably from The Information , indicate that Nvidia
Hacker News
NOVEMBER 19, 2024
Vital personal and business information flows over the Internet more frequently than ever, and we don’t always know when it’s happening. It’s clear at this point that encrypting is something all of us should be doing. Then why don’t we use TLS (the successor to SSL) everywhere? Every browser in every device supports it.
NOVEMBER 19, 2024
Microsoft’s interpreter feature uses AI for real-time speech translation. Microsoft Teams meetings are getting a new interpreter feature that lets each participant speak or listen in the language of their choosing.
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
NOVEMBER 19, 2024
The only certainty about the picture is that it shows Francis Williams. No one has ever been able to discover who.
NOVEMBER 19, 2024
OpenAI is lobbying San Francisco City Hall to tweak tax rules to its benefit. Now its CEO, Sam Altman, is one of Daniel Lurie's closest advisors.
Hacker News
NOVEMBER 19, 2024
Home of the Blender project - Free and Open 3D Creation Software
NOVEMBER 19, 2024
Scientists are drowning in data. With millions of research papers published every year, even the most dedicated experts struggle to stay updated on the latest findings in their fields.
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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