Thu.Feb 06, 2025

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Master Data Annotation in LLMs: A Key to Smarter and Powerful AI!

Data Science Dojo

Large Language Models ( LLMs ) have emerged as a cornerstone technology in the rapidly evolving landscape of artificial intelligence. These models are trained using vast datasets and powered by sophisticated algorithms. It enables them to understand and generate human language,transforming industries from customer service to content creation. A critical component in the success of LLMs is data annotation, a process that ensures the data fed into these models is accurate, relevant, and meaningful

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Auquan Launches AI Agent for Financial Services Sustainability Teams

insideBIGDATA

LONDON and NEW YORK Feb. 6, 2025 Auquan, a maker of generative AI solutions for deep work in financial services, today announced the launch of its Sustainability Agent, which Auquan said is the first AI agent purpose-built to liberate sustainability teams from tedious and time-consuming manual work.

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Using Llama 3.2-Vision Locally: A Step-by-Step Guide

KDnuggets

Interact with the advanced multimodal Llama model locally through its intuitive user interface or powerful endpoint service.

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GenAI Platform Squirro Reports Nearly 60% Growth

insideBIGDATA

Zurich, Switzerland. February 6, 2025 —Squirro, an enterprise GenAI platform provider, announced it closed out the second half of 2024 with a year-on-year increase in revenue of almost 60 percent and a growth forecast to exceed this in 2025.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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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I Tried All the Latest Google 2.0 Model APIs for Free

Analytics Vidhya

Google has been making waves in the AI space with its Gemini 2.0 models, bringing substantial upgrades to their chatbot and developer tools. With the introduction of Gemini 2.0 Flash, Gemini 2.0 Pro (experimental), and the new cost-efficient Gemini 2.0 Flash-Lite, I was eager to get hands-on experience with each of these modelsand yes, I […] The post I Tried All the Latest Google 2.0 Model APIs for Free appeared first on Analytics Vidhya.

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FOX Sports Elevates the Fan Experience With Databricks

databricks

FOX Sports has a long history of driving the evolution of broadcast technology, from its high-definition coverage to experiments with virtual reality. Eventually.

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Introducing Serverless Support for AWS Instance Profiles

databricks

Introducing Serverless Support for AWS Instance Profiles: Uniform Data Access At Databricks, we continuously strive to simplify data access and drive innovation across.

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Google Gemini 2.0 Pro Experimental Better Than OpenAI o3-mini?

Analytics Vidhya

Google has expanded their Gemini 2.0 family with a bunch of new experimental models. The Gemini 2.0 Pro Experimental is specifically designed to handle complex tasks with ease and superior performance. This new model from Google is giving a tough competition to OpenAIs o3-mini, especially in advanced coding and reasoning tasks. In this battle of […] The post Google Gemini 2.0 Pro Experimental Better Than OpenAI o3-mini?

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Why We Need Neuro-Symbolic AI

Adrian Bridgwater for Forbes

Neural AI (often referred to as neural network technology) applies pattern recognition onlarge datasets based on the complex reasoning capabilities of the brain itself.

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OpenAI vs Google: Who Does Deep Research Better?

Analytics Vidhya

OpenAI has just launched its new AI research agent – Deep Research. As the name suggests, this new agent is capable of doing detailed research and creating analytical reports, comprehensive articles, technical papers, and more. Competing head-to-head with Googles Gemini Deep Research, the agent boasts of in-depth analysis and advanced synthesis skills.

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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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Why Nvidia’s stock jumped 5% after Alphabet’s announcement

Dataconomy

Nvidia (NVDA) shares rose 5.21% on Wednesday following an announcement from Google parent Alphabet (GOOGL) regarding its plan to increase spending on artificial intelligence infrastructure. Nvidia shares rise as Alphabet boosts AI spending plans Alphabet stated on Tuesday that it intends to allocate up to $75 billion for capital expenditures in 2025, significantly surpassing prior analyst expectations of $58 billion.

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Fine-tune and host SDXL models cost-effectively with AWS Inferentia2

AWS Machine Learning Blog

Building upon a previous Machine Learning Blog post to create personalized avatars by fine-tuning and hosting the Stable Diffusion 2.1 model at scale using Amazon SageMaker , this post takes the journey a step further. As technology continues to evolve, newer models are emerging, offering higher quality, increased flexibility, and faster image generation capabilities.

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This $6 AI model called s1 just challenged OpenAI’s o1

Dataconomy

A new AI model named s1, unveiled in a paper released on February 2, is garnering attention for its cost-effective performance that rivals OpenAIs o1, achieving significant capabilities at a training cost of just $6. AI model s1 emerges as cost-effective alternative to OpenAI’s o1 The s1 model reaches performance levels close to state-of-the-art, utilizing simpler infrastructure.

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Building High-Performance Machine Learning Models in Rust

KDnuggets

Rust offers unparalleled speed and memory safety. Using the Linfa library, developers can efficiently implement tasks like linear regression and k-means clustering.

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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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Where to watch Nintendo Direct Switch 2 reveal on April 2

Dataconomy

Get ready, Nintendo fans! The wait is almost over. Nintendo has officially announced a Nintendo Direct presentation dedicated to its highly anticipated next-generation console, the Switch 2. Mark your calendars for Wednesday, April 2nd, at 6 a.m. PT (9 a.m. ET, 2 p.m. BST). This broadcast promises to pull back the curtain on many of the mysteries surrounding the new hardware.

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How Aetion is using generative AI and Amazon Bedrock to translate scientific intent to results

AWS Machine Learning Blog

This post is co-written with Javier Beltrn, Ornela Xhelili, and Prasidh Chhabri from Aetion. For decision-makers in healthcare, it is critical to gain a comprehensive understanding of patient journeys and health outcomes over time. Scientists, epidemiologists, and biostatisticians implement a vast range of queries to capture complex, clinically relevant patient variables from real-world data.

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This Xiaomi 15 Ultra leak might have just sealed the deal for photographers

Dataconomy

The Xiaomi 15 Ultra is scheduled to launch at the end of this month in China, with further details emerging as the date approaches. A new image showcasing the device, inspired by Leica cameras, has appeared on Chinese social media, highlighting its striking dual-tone design. Xiaomi 15 Ultra to launch with Leica-inspired design The leaked image from Innogyan indicates that the Xiaomi 15 Ultra is modeled after the Leica M1 rangefinder camera, featuring a silver-black dual-tone finish likely crafte

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Fine-Tuning DeepSeek R1 on Reasoning Task with Unsloth [Part 2]

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Hands-On Fine-Tuning DeepSeek on Medical Reasoning Dataset This member-only story is on us. Upgrade to access all of Medium. DeepSeek company recently released DeepSeek-R1, the next step in their work on reasoning models. Its an upgrade from their earlier DeepSeek-R1-Lite-Preview and shows theyre serious about competing with OpenAIs o1.

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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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Primer Technologies’ AI platform now available in AWS Secret Region

Dataconomy

Primer Technologies, an artificial intelligence and machine learning company, has announced the availability of its Primer AI platform in the Amazon Web Services (AWS) Marketplace for the AWS Secret Region. This expands the platform’s availability within the Intelligence Community Marketplace (ICMP), a curated catalog of software and applications for government customers.

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2024 Databricks GenAI World Cup Americas Winners: AdaptiveFilters by GreenLight Biosciences

databricks

GreenLight Biosciences participated in the Generative AI World Cup , a six-week hackathon hosted by Databricks to build an image processing agent that.

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Do NOT ignore this Gmail phishing scam, FBI warns

Dataconomy

Google has confirmed a recent sophisticated phishing attack targeting its Gmail users, emphasizing the need for users to remain vigilant against AI-driven scams. The attack was described as highly targeted and complex, involving fraudulent support calls disguised as legitimate communications from Google. Details of the phishing attack According to The Register , Zach Latta, a tech-savvy engineer and founder of Hack Club, nearly fell victim to the scam.

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DeepSeek iOS app sends data unencrypted to ByteDance-controlled servers

Flipboard

Apple's defenses that protect data from being sent in the clear are globally disabled.

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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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GitHub Copilot: The Agent Awakens

Hacker News

Introducing agent mode for GitHub Copilot in VS Code, announcing the general availability of Copilot Edits, and providing a first look at our SWE agent.

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Google Announces Willingness to Develop AI for Weapons

Flipboard

Google, a company that once went by the motto dont be evil, appears to be changing tack. The tech giant on Tuesday announced significant changes to its artificial intelligence (AI) policy that had from 2018 until very recently guided the companys work on AI.

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Mad at Meta? Don't Let Them Collect and Monetize Your Personal Data

Hacker News

If youre fed up with Meta right now, youre not alone. Meta tracks you across millions of websites and apps and its business model relies on your data. If you want to limit Metas ability to collect and profit from your personal data, heres what you need to know.

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DOGE staffer resigns after reporters uncover racist posts

Flipboard

Marko Elez the 25-year-old Department of Government Efficiency (DOGE) staffer who has reportedly been combing through the Treasury Departments payment systems resigned from his position after the Wall Street Journal uncovered an old social media account linked to him with numerous posts

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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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A16Z hires acquitted former Marine Daniel Penny as an investor

Hacker News

Powerhouse venture firm Andreessen Horowitz has hired Daniel Penny as an investor, its web page confirms.

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DeepSeek Limits Access to AI Model as Demand Strains Capacity

Flipboard

DeepSeek, the Chinese startup whose artificial-intelligence model roiled global markets last week, said it would restrict access to its application programming interface service because of shortages with its server capacity.

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Out of Africa: celebrating 100 years of human-origins research

Hacker News

A landmark study reporting the discovery of Australopithecus africanus one century ago put the African continent at the centre of the story of humanity. A landmark study reporting the discovery of Australopithecus africanus one century ago put the African continent at the centre of the story of humanity.

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Forget Nvidia: DeepSeek AI Runs Near Instantaneously on These Weird Chips

Flipboard

Champions aren't forever.

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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?