Mon.Sep 30, 2024

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Key Challenges and Limitations in AI-Language Models

Analytics Vidhya

Introduction Artificial Intelligence has been cementing its position in workplaces over the past couple of years, with scientists spending heavily on AI research and improving it daily. AI is everywhere, from simple tasks like virtual chatbots to complex tasks like cancer detection. It has even recently replaced several jobs in the industry. This inclusion of […] The post Key Challenges and Limitations in AI-Language Models appeared first on Analytics Vidhya.

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AI superintelligence: Hype or reality?

IBM Journey to AI blog

OpenAI CEO Sam Altman has reignited one of the tech world’s favorite debates: whether or not we will soon see the advent of superintelligent AI. In a recent blog post , he wrote that such a system, surpassing human cognitive abilities, could emerge in “a few thousand days,” ushering in a revolution in global progress. Altman’s musings on highly advanced artificial intelligence systems have sparked a flurry of responses from researchers and industry observers.

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Top 10 Generative AI Subreddits to Follow in 2024

Analytics Vidhya

Introduction Generative AI is the big talk of the town these days. Almost every day, we see a new model being released. Having a discussion group where the details of these advancements are discussed can greatly help individuals working in this field. This is why Reddit is so famous for all the GenAI discussions. I […] The post Top 10 Generative AI Subreddits to Follow in 2024 appeared first on Analytics Vidhya.

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On AI, Patience Is a Virtue

Unite.AI

In the nearly two years since ChatGPT launched, generative artificial intelligence has run through an entire technology hype cycle, from lofty, society-changing expectations to fueling a recent stock market correction. But within the cybersecurity industry specifically, the excitement around Generative AI (genAI) is still justified; it just might take longer than investors and analysts anticipated to change the sector entirely.

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Don't Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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Top 10 Reddit Threads on Generative AI

Analytics Vidhya

Introduction As generative AI continues to advance, discussions about its potential, challenges, and future developments are intensifying. Reddit, a platform recognized for its thorough and candid conversations, has become a popular space for users to exchange insights, critiques, and predictions about this revolutionary technology. In this article, we delve into the top 10 generative AI […] The post Top 10 Reddit Threads on Generative AI appeared first on Analytics Vidhya.

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How cold hard data science harnesses AI with Wolfram Research

AI News

It’s sometimes difficult to distinguish the reality of technology from the hype and marketing messages that bombard our inboxes daily. In just the last five years, we’ve probably heard too much about the metaverse, blockchain and virtual reality, for example. At present, we’re in the midst of a furore about the much-abused term ‘AI’, and time will tell whether this particular storm will be seen as a teacup resident.

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AI’s Impact on Innovation: Key Insights from the 2025 Innovation Barometer Report

Unite.AI

Artificial intelligence (AI) is rapidly reshaping the landscape of innovation across industries. As businesses worldwide strive to remain competitive, AI is increasingly seen as a critical tool in research and development (R&D) processes. According to the 2025 International Innovation Barometer (IIB), AI has moved from being a novel technology to becoming a fundamental part of innovation strategies across the globe.

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Honey, I shrunk the AI

IBM Journey to AI blog

With the launch of its new lightweight Llama 3.2 models last week, Meta became the latest company to bet big on going small, following Apple, IBM, Google, Microsoft and other tech giants that have introduced small language models (SLMs) in the last 18 months. Yes, SLMs cost less, use less energy and often perform better than their larger counterparts on specialized tasks.

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Qodo Raises $40M to Enhance AI-Driven Code Integrity and Developer Efficiency

Unite.AI

In a significant step forward for AI-driven software development, Qodo (formerly CodiumAI) recently secured $40 million in a Series A funding round led by Susa Ventures and Square Peg , with additional contributions from Firestreak Ventures and ICON Continuity Fund. The investment boosts the company’s total funding to $50 million and marks a pivotal moment for Qodo as it continues to transform the software development landscape by focusing on AI-enhanced code quality and efficiency.

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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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Researchers from MIT and Peking University Introduce a Self-Correction Mechanism for Improving the Safety and Reliability of Large Language Models

Marktechpost

Self-correction mechanisms have been a significant topic of interest within artificial intelligence, particularly in Large Language Models (LLMs). Self-correction is traditionally seen as a distinctive human trait. Still, researchers have started investigating how it can be applied to LLMs to enhance their capabilities without requiring external inputs.

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Introduction to GitHub Actions for Python Projects

PyImageSearch

Home Table of Contents Introduction to GitHub Actions for Python Projects Introduction What Is CICD? Continuous Integration (CI) Continuous Delivery (CD) Continuous Deployment (CD) Why Is CICD Important? Key Components of CI/CD The Tale of DevCity: How CI/CD Transformed the Way They Built Continuous Integration (CI) Continuous Deployment (CD) The Transformation Project Directory Structure for Following Lessons Sample CI/CD Pipeline for Python Projects Setting Up CI Setting Up CD What to Expect N

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VectorSearch: A Comprehensive Solution to Document Retrieval Challenges with Hybrid Indexing, Multi-Vector Search, and Optimized Query Performance

Marktechpost

The field of information retrieval has rapidly evolved due to the exponential growth of digital data. With the increasing volume of unstructured data, efficient methods for searching and retrieving relevant information have become more crucial than ever. Traditional keyword-based search techniques often need to capture the nuanced meaning of text, leading to inaccurate or irrelevant search results.

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How Self-Correction in Large Language Models(LLMs) Can Be Improved

Towards AI

Author(s): Richard Warepam Originally published on Towards AI. A Deep Dive into “SCoRe” (From a Research Paper That I Liked, from September 2024) This member-only story is on us. Upgrade to access all of Medium. We are aware that in recent times, large language models (LLMs) have completely changed how we interact with technology, enabling applications in natural language processing, coding, and reasoning.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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CRoP: A Context-wise Static Personalization Method for Robust and Scalable Human-Sensing AI Models in Healthcare and Real-World Scenarios

Marktechpost

Human-sensing applications such as activity recognition, fall detection, and health monitoring have been revolutionized by advancements in artificial intelligence (AI) and machine learning technologies. These applications can significantly impact health management by monitoring human behavior and providing critical data for health assessments. However, due to the variability in individual behaviors, environmental factors, and the physical placement of devices, the performance of generic AI model

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Warming Ocean 'Supercharged' Last Week's Massive Hurricanes, Experts Say

Extreme Tech

Hurricane Helene and Hurricane John might have remained humble tropical disturbances, had the Gulf of Mexico and the Pacific Ocean been a couple degrees cooler.

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Understanding Chain-of-Thought (CoT) Reasoning: The Core Behind OpenAI’s o1 Model

Towards AI

Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Chain-of-Thought (CoT) reasoning is an approach that significantly enhances the reasoning abilities of large language models (LLMs) by breaking down complex problems into smaller, manageable steps. By encouraging a model to explain its intermediate thought process, CoT helps it arrive at more accurate solutions, particularly in tasks requiring arithmetic, commonsense, or

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AMD Details Post-Launch Performance Improvements for Zen 5 CPUs

Extreme Tech

It's raised TDP for two CPUs, reduced core-to-core latency for the dual-chiplet CPUs, and optimizations are built into Windows now.

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How to Master Product Portfolio Management

Pursuing product portfolio management excellence empowers organizations to unlock the full potential of their offerings. This comprehensive guide unveils 10 essential keys that serve as the building blocks for success.

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Legal Innovators – Zach Abramowitz: Where Is GenAI Now?

Artificial Lawyer

Where is legal genAI now? How far have we come since ChatGPT arrived in November 2022? How do we get to really impactful LLM-driven workflows?

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California Adds Neural Data to Consumer Privacy Law Protections

Extreme Tech

In the Golden State, your brain waves now receive the same level of protection afforded to other sensitive data.

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The Future of Artificial Intelligence: Changing Our World

Towards AI

Last Updated on September 30, 2024 by Editorial Team Author(s): Yashvardhan Singh Sisodia Originally published on Towards AI. AI is transforming the way we exist, operate, and prosper in the technological revolution. This member-only story is on us. Upgrade to access all of Medium. Source: Freepik. In the mid-1900s, Artificial Intelligence (AI) emerged, taking machine learning and decision automation as its main focus.

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Razer Unveils Advanced Laptop Cooling Pad With Smart Adaptive Technology

Extreme Tech

It can reduce CPU and GPU temperatures by up to 18% and comes with a 3-port USB-A hub and Razer's Chroma RGB lighting system.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Transforming Omics Data Management with Databricks Data Intelligence Platform

databricks

This blog explores how new technologies such as Databricks Data Intelligence Platform can pave the way for more effective and efficient multi-omics data management.

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New CUDIMM Memory Will Work on Ryzen 9000 CPUs, Says MSI Overclocker

Extreme Tech

It was previously thought to only be compatible with Intel's next-gen Arrow Lake platform.

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Build an AI Strategy for Business Success with Databricks

databricks

AI has quickly moved from an emerging technology to a business imperative as organizations recognize its potential to transform operations and keep them.

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New Robot Hand Can Detach From Arm, Move Around, and Reattach At Will

Extreme Tech

Why allow human limitations to impede the robots that mimic us?

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11 KPIs for Measuring Innovation Success

Measuring innovation success is critical yet challenging for organizations, often leading to confusion over which KPIs to use. Many rely on inappropriate metrics borrowed from other departments, wasting resources and overlooking valuable opportunities. This guide outlines why innovation metrics are hard to track and offers a framework for creating effective KPIs.

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Using task-specific models from AI21 Labs on AWS

AWS Machine Learning Blog

In this blog post, we will show you how to leverage AI21 Labs’ Task-Specific Models (TSMs) on AWS to enhance your business operations. You will learn the steps to subscribe to AI21 Labs in the AWS Marketplace, set up a domain in Amazon SageMaker, and utilize AI21 TSMs via SageMaker JumpStart. AI21 Labs is a foundation model (FM) provider focusing on building state-of-the-art language models.

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Super-Precise NEID Spectrograph Spots Its First New Planet

Extreme Tech

HD 86728 b is nine times Earth's mass and may be the only world in its solar system.

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Researchers from China Introduce INT-FlashAttention: INT8 Quantization Architecture Compatible with FlashAttention Improving the Inference Speed of FlashAttention on Ampere GPUs

Marktechpost

Large Language Models (LLMs) evaluate and interpret links between words or tokens in a sequence primarily through the self-attention mechanism. However, this module’s time and memory complexity rises quadratically with sequence length, which is a disadvantage. Longer sequences demand exponentially more memory and processing, which makes scaling LLMs for applications involving longer contexts inefficient and challenging.