Mon.Nov 11, 2024

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Do LLMs Remember Like Humans? Exploring the Parallels and Differences

Unite.AI

Memory is one of the most fascinating aspects of human cognition. It allows us to learn from experiences, recall past events, and manage the world's complexities. Machines are demonstrating remarkable capabilities as Artificial Intelligence (AI) advances, particularly with Large Language Models (LLMs). They process and generate text that mimics human communication.

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A Guide to Flax: Building Efficient Neural Networks with JAX

Analytics Vidhya

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. Flax’s seamless integration with JAX enables automatic differentiation, Just-In-Time (JIT) compilation, and support for hardware accelerators, making it ideal for both experimental research and production.

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Alix Melchy, VP of AI at Jumio – Interview Series

Unite.AI

Alix Melchy is the VP of AI at Jumio, where he leads teams of machine learning engineers across the globe with a focus on computer vision, natural language processing and statistical modeling. An experienced AI leader, Melchy has a passion for turning AI-innovation into enterprise-grade AI systems, fostering the responsible practice of AI and shaping a secure digital landscape.

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OpenAI and rivals seek new path to smarter AI as current methods hit limitations

Flipboard

A dozen AI scientists, researchers and investors told Reuters they believe that these techniques, which are behind OpenAI's recently released o1 model, could reshape the AI arms race, and have implications for the types of resources that AI companies have an insatiable demand for, from energy to types of chips. But now, some of the most prominent AI scientists are speaking out on the limitations of this “bigger is better” philosophy.

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The Ultimate Blueprint for an AI-First Contact Center

Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

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The Currency of Productivity: AI and the Human Element

Unite.AI

Within the last few years, the way we work has been completely overhauled by new workplace trends and technology. AI has rapidly redefined the rules of productivity in the business world ; emails, social media posts, images, presentations, and videos can all be generated within a matter of clicks, not days. But productivity is not defined by speed alone.

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Research: How Gen AI Is Already Impacting the Labor Market

Flipboard

A study of over 1 million job listings posted before and after the introduction of major gen AI tools reveals the effect they’re having on gig workers.

AI Tools 182
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Building an Interactive Chatbot For Pre-Existing Questions with LLM Integration to Chat with multiple CSV Files

Towards AI

Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Streamlit UI-Image Illustrated by Author There are multiple types of Chatbots: Rule Based ChatbotRAG Based ChatbotHybrid Chatbot This article covers how to create a chatbot using streamlit that answers questions using a pre-existing question-answer dataset along with an LLM integration to a csv file.

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Google DeepMind releases code behind its most advanced protein prediction program

Flipboard

Better late than never: Google DeepMind has today released the computer code underlying its latest AI protein prediction software to an eager …

AI 181
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Navigating AI ethics in manufacturing and agriculture: Balancing innovation with responsibility

SAS Software

As we move into 2025, AI continues to transform industries in unprecedented ways, driving efficiency, innovation, and productivity. But with this rapid advancement come critical ethical questions. How can we ensure that AI systems protect the rights and well-being of individuals? Manufacturing and agriculture are two essential industries where answering [.

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The Intersection of AI and Sales: Personalization Without Compromise

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

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How a stubborn computer scientist accidentally launched the deep learning boom

Flipboard

During my first semester as a computer science graduate student at Princeton, I took COS 402: Artificial Intelligence.

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Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization

Machine Learning Research at Apple

This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) Workshop at NeurIPS 2024. The pre-training phase of language models often begins with randomly initialized parameters. With the current trends in scaling models, training their large number of parameters can be extremely slow and costly. In contrast, small language models are less expensive to train, but they often cannot achieve the accuracy of large models.

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Google DeepMind open-sources AlphaFold 3, ushering in a new era for drug discovery and molecular biology

Flipboard

Google DeepMind has unexpectedly released the source code and model weights of AlphaFold 3 for academic use, marking a significant advance that could accelerate scientific discovery and drug development.

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Top 10 Marketplace Questions, Answered

databricks

Databricks Marketplace is an open marketplace for data, analytics, and AI, powered by the open-source Delta Sharing standard. Since the release of Databricks.

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The New CX: Your Guide to AI Agents

The guide for revolutionizing the customer experience and operational efficiency This eBook serves as your comprehensive guide to: AI Agents for your Business: Discover how AI Agents can handle high-volume, low-complexity tasks, reducing the workload on human agents while providing 24/7 multilingual support. Enhanced Customer Interaction: Learn how the combination of Conversational AI and Generative AI enables AI Agents to offer natural, contextually relevant interactions to improve customer exp

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Brazilian fintech Tako emerges from stealth with sizable seed round led by a16z and Ribbit Capital

Flipboard

Running payroll is hard in any country, but perhaps especially so in Brazil thanks to consistently changing laws and extremely influential unions that make it significantly harder to get it right. Fernando Gadotti struggled with this as the co-founder of DogHero, LatAm’s version of Rover.

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Ukraine: Downed Russian Drone Is Full of Western Tech

Extreme Tech

Ukraine's intelligence agency says the aircraft uses chips from Texas Instruments, Micron, STMicroelectronics, and others.

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A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks

Flipboard

This article explains, through clear guidelines, how to choose the right machine learning (ML) algorithm or model for different types of real-world and business problems.

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Apple Patents Sensor-Equipped Watch Bands That Capture Blood Pressure, Heart Failure

Extreme Tech

Putting sensors in the wearable's band could unlock a host of health-monitoring features—if the patented device ever becomes an actual product.

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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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The 6 Most Powerful AI Marketing Trends That Will Transform Your Business In 2025

Flipboard

The quiet hum of AI servers is rapidly drowning out the traditional drumbeat of marketing departments worldwide. As we venture deeper into 2025, this technological revolution isn't just changing how we market – it's fundamentally transforming what marketing means.

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Microsoft Is Set to Rebrand AI Features in Windows 11 as 'Windows Intelligence'

Extreme Tech

First it was Bing Chat, then Copilot—and now, this.

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Meta now allows military agencies to access its AI software. It poses a moral dilemma for everybody who uses it

Flipboard

The tech giant previously prohibited people from using its AI software for military purposes. The shift poses challenges not just for the public – but militaries as well.

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TSMC Will Keep 2nm Chip Production in Taiwan (For Now)

Extreme Tech

Taiwan’s regs keep the bleeding edge close while older tech is being built abroad.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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4 ways AI is improving healthcare, according to one of the world's largest medical groups

Flipboard

We want AI that does no harm. We want AI that is likely to give you benefits with minimal risks. —Dr John D.

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SpaceX Wants to Give Mars Its Own Version of Starlink

Extreme Tech

'Marslink' would allow at least 4Mpbs of data to travel to the Red Planet and back.

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What CEOs Aren’t Telling Their Teams About AI

Flipboard

Your boss just paid $495 for another AI conference ticket. Three of your coworkers got laid off last month. Your company's job posts now list AI proficiency as a requirement for every role. See where this is going? The numbers are brutal. McKinsey predicts 400 million jobs will be gone by 2030.

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Scientists Spot New Fast Radio Burst in Dead Galaxy

Extreme Tech

This unusual fast radio burst could help solve the mystery.

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Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

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Ai-Da robot just sold an artwork for $1 million. Yes, it made history.

Flipboard

The AI artist's portrait of Alan Turing took 15 individual paintings and a lot of conversation. We're living in the age of AI artists and AI art museums, so the fact that an AI-powered robot just made bank at an art auction shouldn't come as a surprise. But we're talking bank.

Robotics 170
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Berkeley Lab Aims to Create New Superheavy Element 120

Extreme Tech

The team has validated a new particle accelerator technique that could lead to a new element.

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Judge dismisses copyright lawsuit against OpenAI

Flipboard

Copying information is not the same as copying content. U.S. District Court Judge Colleen McMahon has dismissed a copyright lawsuit against OpenAI.

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