Thu.Dec 19, 2024

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Top 10 Research Papers on AI Agents

Analytics Vidhya

Artificial intelligence (AI) agents have become the cornerstone of advancements in numerous fields, ranging from natural language processing and computer vision to autonomous systems and reinforcement learning. AI agents are systems capable of perceiving their environment, reasoning, learning, and taking actions to achieve predefined goals. Over the years, significant research has focused on building intelligent […] The post Top 10 Research Papers on AI Agents appeared first on Analytics V

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How D-Wave Quantum pulled off a 500% stock jump

Dataconomy

D-Wave Quantum’s stock (NYSE: QBTS) surged 500% in one month, driven by advancements in quantum computing technology and substantial government funding. The company specializes in quantum annealing and aims to tackle complex optimization problems through its unique qubit-based systems. D-Wave Quantum stock surges 500% amid tech advancements D-Wave generates most of its revenue through Quantum Computing as a Service (QCaaS) offerings, providing access to systems capable of handling intricat

Algorithm 170
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GPT 4o vs Indic LLMs: Who will Win the Language War?

Analytics Vidhya

GPT-4o has set the bar high in the world of language models, taking text generation and summarization to an entirely new level with its incredible versatility and vast knowledge. However, as our world becomes more diverse, the need for models that can truly grasp regional languages is growingespecially for Indic languages like Hindi, Bengali, Tamil, […] The post GPT 4o vs Indic LLMs: Who will Win the Language War?

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20,000 Microsoft Azure accounts compromised in EU: Is your cloud safe?

Dataconomy

A phishing campaign targeting manufacturing companies in Europe has compromised around 20,000 Microsoft Azure accounts using HubSpot and DocuSign. The operation, which spanned from June to September 2024, primarily affected firms in the automotive, chemical, and industrial sectors in Germany and the UK. Threat actors employed HubSpot’s Free Form Builder to create deceptive forms and lured victims with emails mimicking legitimate services.

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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.

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How to Use Docker for Local Development Environments

KDnuggets

Using Docker for local development brings stability, flexibility, and ease of management of the environment. No matter what operating system you're using. Learn how to use Docker on Windows, Linux, and macOS to simplify your development setup, from creating your first container to managing complex environments with Docker Compose.

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Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

AWS Machine Learning Blog

As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic systems, which harness the power of foundation models (FMs) to tackle complex, real-world challenges. By seamlessly integrating multiple agents, these innovative solutions enable autonomous collaboration, decision-making, and efficient problem-solving in diverse environments.

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EU moves to dismantle Apple’s monopoly on iOS features

Dataconomy

The European Commission has initiated draft proposals requiring Apple to enhance interoperability within its iOS platform, encouraging feedback by January 9, 2025, in alignment with the Digital Markets Act ( DMA ). These measures target interoperability concerning iOS notifications, data transfer, and device setup. Subsequently, EU regulators have until mid-March to finalize the specific requirements and timelines for Apple to comply, allowing for feedback from both interested parties and Apple

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Elevating Global Health with Databricks and The Virtue Foundation

databricks

Introduction Databricks has joined forces with the Virtue Foundation through Databricks for Good, a grassroots initiative providing pro bono professional services to drive.

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AI Can’t Replace Teachers (Entirely)

Flipboard

Alpha School in Austin, Texas has no teachers. Students instead spend two hours a day studying core subjects taught by an AI-powered software program. True to Silicon Valleys educational ideals, the school argues this approach gives students time to practice life-skills like coding, entrepreneurship, and public speaking.

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Databricks Assistant Year in Review

databricks

Since its launch in 2023, Databricks Assistant has grown to hundreds of thousands of monthly users, including developers at major enterprises like Rivian.

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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.

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21 CFR Part 11 in pharma ensuring training compliance with an LMS

Dataconomy

The United States Food and Drug Administration (FDA) introduced 21 CFR Part 11 to establish guidelines for electronic records and signatures. This regulation was created to accommodate the growing use of electronic systems in the pharmaceutical industry, ensuring that technological advancements do not compromise data integrity. It outlines the requirements for ensuring records are accurate, reliable, and equivalent to paper records, maintaining strict quality standards while aligning processes w

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Add a generative AI experience to your website or web application with Amazon Q embedded

Flipboard

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. In addition, they can help your employees reduce repetitive tasks and focus on high-value work. However, adding generative AI assistants to your website or web application requires significant domain knowledge and the technical expertise to build, deploy, and maintain the in

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Ghost artists on Spotify

Hacker News

Spotifys plot against musicians

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Is the Tech Industry Already on the Cusp of an A.I. Slowdown?

Flipboard

Companies like OpenAI and Google are running out of the data used to train artificial intelligence systems. Can new methods continue years of rapid progress?

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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

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A Gentle Introduction to Graph Neural Networks

Hacker News

What components are needed for building learning algorithms that leverage the structure and properties of graphs?

Algorithm 181
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New physics sim trains robots 430,000 times faster than reality

Flipboard

"Genesis" can compress training times from decades into hours using 3D worlds conjured from text.

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Tldraw Computer

Hacker News

A computer by tldraw.

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Is AI finally ready to replace your doctor?

Flipboard

Advances in artificial intelligence mean that machines can now perform certain diagnostic tasks with far better accuracy than human doctors - but the picture is more complicated than you might think

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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.

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Scientists learning to 'write' skills to human brain noninvasively, like Matrix

Hacker News

Researchers have developed a groundbreaking technique using brain imaging and neurofeedback to induce learning without conscious effort.

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Instagram teases AI editing tools that will completely reimagine your videos

Flipboard

The feature uses Metas Movie Gen AI model and is set to arrive next year. Instagram is planning to introduce a generative AI editing feature next year that will allow users to change nearly any aspect of your videos.

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A Replacement for Bert

Hacker News

Were on a journey to advance and democratize artificial intelligence through open source and open science.

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AI sniffs out whiskey flavor notes as well as the pros

Flipboard

A machine learning algorithm identified the top five flavor notes in 16 types of whiskey. Each matched the aggregate of what a panel of human pros said.

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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

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Happy 400th birthday to the world’s oldest bond

Hacker News

Comments

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Charter school is replacing teachers with AI

Flipboard

An Austin-based national charter school network offers K-12 students an AI-guided education.

AI 174
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Satellite powered estimation of global solar potential

Hacker News

Comments

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ChatGPT for macOS now works with Apple Notes and more third-party apps

Flipboard

OpenAI last month announced a major update to the macOS ChatGPT app, which gained the ability to read on-screen content in certain apps. The company is now rolling out an update that expands support for Apple Notes and even more third-party apps.

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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.

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‘United Healthcare’ Using DMCA Against Luigi Mangione Images Which Is Bizarre & Wildly Inappropriate

Hacker News

Because this isn't how copyright law works. The post ‘United Healthcare’ Using DMCA Against Luigi Mangione Images Which Is Bizarre & Wildly Inappropriate appeared first on Above the Law.

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Decart nabs $32M at $500M+ valuation to build AI tech and ‘open world’ apps

Flipboard

A young startup that emerged from stealth less than two months ago with big-name backers and bigger ambitions is returning to the spotlight.

AI 173
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Revisiting Stereotype Threat

Hacker News

A Reckoning for Social Psychology

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A new, uncensored AI video model may spark a new AI hobbyist movement

Flipboard

Will Tencent's "open source" HunyuanVideo launch an at-home "Stable Diffusion" moment for uncensored AI video?

AI 168
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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?