September, 2024

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With generative AI, don’t believe the hype (or the anti-hype)

IBM Journey to AI blog

No technology in human history has seen as much interest in such a short time as generative AI (gen AI). Many leading tech companies are pouring billions of dollars into training large language models (LLMs). But can this technology justify the investment? Can it possibly live up to the hype? High hopes Back in the spring of 2023—quite a long time in the artificial intelligence (AI) space—Goldman Sachs released a report estimating that the emergence of generative AI could boost globa

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Unlocking the Future of Healthcare: Exploring AI Ambient Clinical Voice and AI Medical Scribes

Unite.AI

The healthcare industry is rapidly entering the next era of its technology-driven story, with AI (artificial intelligence) being a chief accelerator. Data shows that 75% of healthcare providers and professionals think AI-related technologies will be “widespread” in the next three years. While industry leaders are still determining where AI can best serve patients and healthcare professionals, AI medical scribes for clinical documentation are proving to be an impactful use case and cannot be igno

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How to Integrate Google Gemini into Tableau Dashboards?

Analytics Vidhya

Introduction Tableau is a powerful and advanced visualization tool. It covers the whole visual development lifecycle. Starting with Tableau Prep Builder, you can effectively clean, transform, and source data under one roof. Tableau Desktop then presents this data to tell a story, while Tableau Server allows you to share these visuals with the intended audience. […] The post How to Integrate Google Gemini into Tableau Dashboards?

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Alibaba Cloud unleashes over 100 open-source AI models

AI News

Alibaba Cloud has open-sourced more than 100 of its newly-launched AI models, collectively known as Qwen 2.5. The announcement was made during the company’s annual Apsara Conference. The cloud computing arm of Alibaba Group has also unveiled a revamped full-stack infrastructure designed to meet the surging demand for robust AI computing. This new infrastructure encompasses innovative cloud products and services that enhance computing, networking, and data centre architecture, all aimed at

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The Tumultuous IT Landscape is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Building the Same App across Various Web Frameworks

Eugene Yan

Comparing five implementations built with FastAPI, FastHTML, Next.

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How a solid generative AI strategy can improve telecom network operations

IBM Journey to AI blog

Generative AI (gen AI) has transformed industries with applications such as document-based Q&A with reasoning, customer service chatbots and summarization tasks. These use cases have demonstrated the impressive capabilities of large language models (LLMs) in understanding and generating human-like responses, particularly in fields requiring nuanced language understanding and inferencing.

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Muscle-Powered Robotics: A New Frontier in Biomimetic Engineering

Unite.AI

In a notable development in the field of robotics, researchers at ETH Zurich and the Max Planck Institute for Intelligent Systems have unveiled a new robotic leg that mimics biological muscles more closely than ever before. This innovation marks a significant departure from traditional robotics, which has relied on motor-driven systems for nearly seven decades.

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How to Automate Google Sheets?

Analytics Vidhya

Introduction Google Sheets is one of the most popular and widely used alternatives to Excel. Its collaborative environment offers features such as real-time editing, and version control, and its tight integration with Google Suite which allows you to call Google Sheets in Google Docs, helps to bring the best of the Google workspace. You can […] The post How to Automate Google Sheets?

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Microsoft Releases RD-Agent: An Open-Source AI Tool Designed to Automate and Optimize Research and Development Processes

Marktechpost

Microsoft’s release of RD-Agent marks a milestone in the automation of research and development (R&D) processes, particularly in data-driven industries. This cutting-edge tool eliminates repetitive manual tasks, allowing researchers, data scientists, and engineers to streamline workflows, propose new ideas, and implement complex models more efficiently.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Climate Week Forecast: Outlook Improving With AI, Accelerated Computing

NVIDIA

All the electricity that powers NVIDIA’s global operations will come from renewable sources by the end of January. It’s the right fuel for the company’s mission: to help customers and partners harness AI and accelerated computing for sustainable growth. This week, world leaders gather in New York City to mark Climate Week 2024. It’s a good time to take stock of recent gains in energy efficiency in fields from manufacturing and cloud computing to healthcare and beyond.

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AlphaProteo generates novel proteins for biology and health research

DeepMind

New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more.

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Top 6 innovations from the IBM – AWS GenAI Hackathon

IBM Journey to AI blog

Generative AI innovations can transform industries. Eight client teams collaborated with IBM® and AWS this spring to develop generative AI prototypes to address real-world business challenges in the public sector, financial services, energy, healthcare and other industries. Over the course of several weeks, cross-functional teams comprising client teams, IBM and AWS representatives worked to design, develop and iterate on prototypes that push the boundaries of what’s possible with gen

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The LLM Car: A Breakthrough in Human-AV Communication

Unite.AI

As autonomous vehicles (AVs) edge closer to widespread adoption, a significant challenge remains: bridging the communication gap between human passengers and their robotic chauffeurs. While AVs have made remarkable strides in navigating complex road environments, they often struggle to interpret the nuanced, natural language commands that come so easily to human drivers.

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Dont 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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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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Crawl4AI: Open-Source LLM Friendly Web Crawler and Scrapper

Marktechpost

In the age of data-driven artificial intelligence, LLMs like GPT-3 and BERT require vast amounts of well-structured data from diverse sources to improve performance across various applications. However, manually curating these datasets from the web is labor-intensive, inefficient, and often unscalable, creating a significant hurdle for developers aiming to acquire huge data.

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Rethinking LLM Memorization

ML @ CMU

Introduction A central question in the discussion of large language models (LLMs) concerns the extent to which they memorize their training data versus how they generalize to new tasks and settings. Most practitioners seem to (at least informally) believe that LLMs do some degree of both: they clearly memorize parts of the training data—for example, they are often able to reproduce large portions of training data verbatim [ Carlini et al., 2023 ]—but they also seem to learn from this data, allow

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Fine-tuning Llama 3.1 with Long Sequences

databricks

Mosaic AI Model Training now supports fine-tuning up to 131K context length for Llama 3.1 models. More efficient training at long sequence lengths is made possible by several optimizations highlighted in this post.

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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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Using AI to conserve the endangered African forest elephant

IBM Journey to AI blog

In the Congo Basin, the second-largest rainforest in the world, the African forest elephant population has been in drastic decline for decades. This decline is the result of habitat loss caused by deforestation and climate change, along with rampant poaching. We can observe the beneficial environmental effects of these species starting to disappear.

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Living Cellular Computers: A New Frontier in AI and Computation Beyond Silicon

Unite.AI

Biological systems have fascinated computer scientists for decades with their remarkable ability to process complex information, adapt, learn, and make sophisticated decisions in real time. These natural systems have inspired the development of powerful models like neural networks and evolutionary algorithms, which have transformed fields such as medicine, finance, artificial intelligence and robotics.

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To Save Lives, and Energy, Wellcome Sanger Institute Speeds Cancer Research With NVIDIA Accelerated Computing

NVIDIA

The Wellcome Sanger Institute, a key contributor to the international Human Genome Project, is turning to NVIDIA accelerated computing to save energy while saving lives. With one of the world’s largest sequencing facilities, the U.K.-based institute has read more than 48 petabases — or 48 quadrillion base pairs — of DNA and RNA sequences to uncover crucial insights into health and disease.

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JailbreakBench: An Open Sourced Benchmark for Jailbreaking Large Language Models (LLMs)

Marktechpost

Large Language Models (LLMs) are vulnerable to jailbreak attacks, which can generate offensive, immoral, or otherwise improper information. By taking advantage of LLM flaws, these attacks go beyond the safety precautions meant to prevent offensive or hazardous outputs from being generated. Jailbreak attack evaluation is a very difficult procedure, and existing benchmarks and evaluation methods cannot fully address these difficulties.

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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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FTC Sanctions Vs DoNotPay Miss The Bigger Problem

Artificial Lawyer

The FTC in the US has hit DoNotPay with a range of sanctions, including a $193,000 fine, for offering legal AI services to consumers, even though it ‘could not deliver on these promises’.

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Cloudflare Introduces 'AI Audit' Tools for Website Owners

Extreme Tech

The new tools will block content scraping, reveal when AI bots access a website, and eventually allow site owners to charge for their content's inclusion in a training dataset.

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Reflecting on learning as both a student and an educator

SAS Software

This article was written based on an interview. Exploring SAS courses: thoughts on my learning journey My journey started with programming eLearning courses that got me hooked and curious about a wide range of topics. These online lessons were great because they were short and focused on technical stuff. But [.] The post Reflecting on learning as both a student and an educator appeared first on SAS Blogs.

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5 Best Large Language Models (LLMs) (September 2024)

Unite.AI

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. In this overview of the best LLMs, we'll explore the key features, benchmark performances, and potential applications of these cutting-edge language models, offering insights into how they're shaping the future

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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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New AI Innovation Hub in Tunisia Drives Technological Advancement Across Africa

NVIDIA

A new AI innovation hub for developers across Tunisia launched today in Novation City, a technology park that’s designed to cultivate a vibrant, innovation ecosystem in mechatronics — an industry encompassing IT, mechanics and electronics — and to foster synergy between education, research and industry in the North African country. Built in collaboration with the NVIDIA Deep Learning Institute (DLI), the hub offers the training, technologies and business networks needed to help drive AI adoption

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Chain-of-Thought (CoT) Prompting: A Comprehensive Analysis Reveals Limited Effectiveness Beyond Math and Symbolic Reasoning

Marktechpost

Chain-of-thought (CoT) prompting has emerged as a popular technique to enhance large language models’ (LLMs) problem-solving abilities by generating intermediate steps. Despite its better performance in mathematical reasoning, CoT’s effectiveness in other domains remains questionable. Current research is focused more on mathematical problems, possibly overlooking how CoT could be applied more broadly.

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How Spellbook Is Implementing OpenAI o1 Into Legal Workflows

Artificial Lawyer

By Scott Stevenson, CEO, Spellbook. A couple of weeks ago we bet big on AI agents with the launch of Spellbook Associate. We believe that agentic approaches will.

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