Sat.Feb 17, 2024 - Fri.Feb 23, 2024

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The Shift from Models to Compound AI Systems

BAIR

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LLM 364
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Mistral Next: The Latest GPT-4 Competitor from Mistral AI

Analytics Vidhya

French AI startup Mistral AI has unveiled its latest prototype language model, “Mistral Next,” sparking excitement and curiosity within the tech community. Positioned as a potential competitor to renowned models like GPT-4, Mistral Next promises advanced capabilities and a commitment to ethical conversation. Let’s delve into the details of this new release.

AI 302
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Climate change predictions: Anticipating and adapting to a warming world

IBM Journey to AI blog

In an era of accelerating climate change , predicting the near-future can yield major benefits. For instance, when utility officials are aware that a heat wave is on its way, they can plan energy procurement to prevent power outages. When farmers in drought-prone regions are able to predict which crops are susceptible to failure , they can deploy additional irrigation.

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The Pillars of Responsible AI: Navigating Ethical Frameworks and Accountability in an AI-Driven World

Unite.AI

In the rapidly evolving realm of modern technology, the concept of ‘ Responsible AI ’ has surfaced to address and mitigate the issues arising from AI hallucinations , misuse and malicious human intent. However, it has proven to be a multifaceted challenge, as it encompasses various critical elements, including bias, performance, and ethics. While quantifying performance and predicting outcomes might appear straightforward, addressing intricate matters like bias, changing regulations, and e

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Wipro and IBM collaborate to propel enterprise AI

AI News

In a bid to accelerate the adoption of AI in the enterprise sector, Wipro has unveiled its latest offering that leverages the capabilities of IBM’s watsonx AI and data platform. The extended partnership between Wipro and IBM combines the former’s extensive industry expertise with IBM’s leading AI innovations. The collaboration seeks to develop joint solutions that facilitate the implementation of robust, reliable, and enterprise-ready AI solutions.

Big Data 258

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Conversational AI use cases for enterprises

IBM Journey to AI blog

Today, people don’t just prefer instant communication; they expect it. Conversational artificial intelligence (AI) leads the charge in breaking down barriers between businesses and their audiences. This class of AI-based tools, including chatbots and virtual assistants, enables seamless, human-like and personalized exchanges. Beyond the simplistic chat bubble of conversational AI lies a complex blend of technologies, with natural language processing (NLP) taking center stage.

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10 Best Prompt Engineering Courses

Unite.AI

In the ever-evolving landscape of artificial intelligence, the art of prompt engineering has emerged as a pivotal skill set for professionals and enthusiasts alike. As AI systems, particularly language models like GPT, become increasingly sophisticated, the ability to effectively communicate with these models has gained paramount importance. Prompt engineering, essentially, is the craft of designing inputs that guide these AI systems to produce the most accurate, relevant, and creative outputs.

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Google pledges to fix Gemini’s inaccurate and biased image generation

AI News

Google’s Gemini model has come under fire for its production of historically-inaccurate and racially-skewed images, reigniting concerns about bias in AI systems. The controversy arose as users on social media platforms flooded feeds with examples of Gemini generating pictures depicting racially-diverse Nazis, black medieval English kings, and other improbable scenarios.

Big Data 234
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Understanding the Python Global Interpreter Lock (GIL)

Analytics Vidhya

Introduction Python is a popular programming language known for its simplicity and versatility. However, it has a unique feature called the Global Interpreter Lock (GIL) that sets it apart from other languages. In this article, we will delve into the details of the GIL, its purpose, and its impact on Python’s performance. What is the […] The post Understanding the Python Global Interpreter Lock (GIL) appeared first on Analytics Vidhya.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Operationalizing responsible AI principles for defense

IBM Journey to AI blog

Artificial intelligence (AI) is transforming society, including the very character of national security. Recognizing this, the Department of Defense (DoD) launched the Joint Artificial Intelligence Center (JAIC) in 2019, the predecessor to the Chief Digital and Artificial Intelligence Office (CDAO), to develop AI solutions that build competitive military advantage, conditions for human-centric AI adoption, and the agility of DoD operations.

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What We Know About OpenAI’s Sora So Far

Unite.AI

In recent years, the realm of artificial intelligence has witnessed a transformative shift with the advent of generative AI, particularly in the field of video creation. This emerging technology has redefined the boundaries of digital content generation, allowing for the creation of vivid, imaginative, and incredibly realistic visuals. Amidst this technological evolution, OpenAI, a leading name in AI research and innovation, has unveiled its groundbreaking project: Sora.

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Stability AI previews Stable Diffusion 3 text-to-image model

AI News

London-based AI lab Stability AI has announced an early preview of its new text-to-image model, Stable Diffusion 3. The advanced generative AI model aims to create high-quality images from text prompts with improved performance across several key areas. The announcement comes just days after Stability AI’s largest rival, OpenAI, unveiled Sora —a brand new AI model capable of generating nearly-realistic, high-definition videos from simple text prompts.

Big Data 218
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30+ MCQs on Python Error Handling (try-except)

Analytics Vidhya

Welcome to the Python Error Handling MCQ Quiz! Error handling is an essential aspect of programming, and Python provides powerful mechanisms to manage exceptions and errors that may occur during program execution. This quiz aims to test your understanding of various concepts related to error handling in Python, including try and except blocks, raising and […] The post 30+ MCQs on Python Error Handling (try-except) appeared first on Analytics Vidhya.

Python 295
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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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Streamlining supply chain management: Strategies for the future

IBM Journey to AI blog

In today’s complex global business environment, effective supply chain management (SCM) is crucial for maintaining a competitive advantage. The pandemic and its aftermath highlighted the importance of having a robust supply chain strategy , with many companies facing disruptions due to shortages in raw materials and fluctuations in customer demand.

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AI News Weekly - Issue #373: House launching AI task force - Feb 22nd 2024

AI Weekly

Powered by clkmg.com In the News House launching bipartisan AI task force The House announced Tuesday it will launch a bipartisan task force centered on AI. The mission of the task force is to ensure the United States is leading the world in AI innovation, but it also considers the “guardrails that may be appropriate” as the widely popular emerging technology continues to raise potential security concerns. thehill.com Sponsor Meet the device ushering in a new era of hearing clarity Discover unpa

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Microsoft is quadrupling its AI and cloud investment in Spain

AI News

Microsoft has announced plans to significantly boost its investment in AI and cloud infrastructure in Spain, with a commitment to quadruple its spending during 2024-2025 to reach $2.1 billion. This substantial increase marks the largest investment by Microsoft in Spain since its establishment in the country 37 years ago. The tech giant is set to unveil new data centres in Madrid and has outlined its intention to construct additional centres in Aragon, catering to European companies and public en

Big Data 212
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Boost Organic Traffic with Surfer SEO Tool

Analytics Vidhya

Introduction Are you tired of doing regular SEO and couldn’t get the result you were anticipating? If yes, then you are on the right path of learning. If you ask me what process a company should adopt for a profitable and scalable SEO, I would suggest – Planning with keywords, writing with a good content […] The post Boost Organic Traffic with Surfer SEO Tool appeared first on Analytics Vidhya.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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How to implement the General Data Protection Regulation (GDPR)

IBM Journey to AI blog

The General Data Protection Regulation (GDPR), the European Union’s landmark data privacy law, took effect in 2018. Yet many organizations still struggle to meet compliance requirements, and EU data protection authorities do not hesitate to hand out penalties. Even the world’s biggest businesses are not free from GDPR woes. Irish regulators hit Meta with a EUR 1.2 billion fine in 2023.

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Exploring Gemini 1.5: How Google’s Latest Multimodal AI Model Elevates the AI Landscape Beyond Its Predecessor

Unite.AI

In the rapidly evolving landscape of artificial intelligence, Google continues to lead with its pioneering developments in multimodal AI technologies. Shortly after the debut of Gemini 1.0, their cutting-edge multimodal large language model , Google has now unveiled Gemini 1.5. This iteration not only enhances the capacity established by Gemini 1.0 but also brings about significant improvements in Google's methodology for processing and integrating multimodal data.

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Reddit is reportedly selling data for AI training

AI News

Reddit has negotiated a content licensing deal to allow its data to be used for training AI models, according to a Bloomberg report. Just ahead of a potential $5 billion initial public offering (IPO) debut in March, Reddit has reportedly signed a $60 million deal with an undisclosed major AI company. This move could be seen as a last-minute effort to showcase potential revenue streams in the rapidly growing AI industry to prospective investors.

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Top 7 Strategies to Mitigate Hallucinations in LLMs

Analytics Vidhya

The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction. However, alongside their progression, a new challenge has surfaced: Hallucinations.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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IBM Cloud delivers enterprise sovereign cloud capabilities

IBM Journey to AI blog

As we see enterprises increasingly face geographic requirements around sovereignty, IBM Cloud® is committed to helping clients navigate beyond the complexity so they can drive true transformation with innovative hybrid cloud technologies. We believe this is particularly important with the rise of generative AI. While AI can undoubtedly offer a competitive edge to organizations that effectively leverage its capabilities, we have seen unique concerns from industry to industry and region to re

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Rohan Malhotra, Founder & CEO of Roadzen – Interview Series

Unite.AI

Rohan Malhotra is the CEO, founder and director of Roadzen , a global insurtech company advancing AI at the intersection of mobility and insurance. Roadzen has pioneered computer vision research, generative AI and telematics including tools and products for road safety, underwriting and claims. Companies like Axa, Allianz, Tata, and Audi use Roadzen to provide a better auto insurance experience to every driver on the road.

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The Future of Welding: AI-Enhanced Robotic Systems for Unmatched Performance

Aiiot Talk

The journey of welding technology has been remarkable, evolving from basic forge welding to today’s sophisticated electric arc and gas techniques. This evolution has consistently expanded the possibilities in manufacturing and construction. The recent shift toward integrating AI into these processes marks a significant milestone, transitioning from manual and semi-automated methods to fully automated, AI-enhanced systems.

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Building End-to-End Generative AI Models with AWS Bedrock

Analytics Vidhya

Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example. As we know, we are currently using the VIT […] The post Building End-to-End Generative AI Models with AWS Bedrock appeared first on Analytics Vidhya.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Unlocking financial benefits through data monetization

IBM Journey to AI blog

Data monetization empowers organizations to use their data assets and artificial intelligence (AI) capabilities to create tangible economic value. This value exchange system uses data products to enhance business performance, gain a competitive advantage, and address industry challenges in response to market demand. Financial benefits include increased revenue through the creation of adjacent industry business models, accessing new markets to establish more revenue streams, and growing existing

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Using AI-Mechanized Hyperautomation for Organizational Decision Making

Unite.AI

Contemporary businesses must transform decision dynamics by adopting automation-enabled workflows and prioritizing AI-mechanized hyperautomation at the top of digital transformation. So why is this recently expounded phenomenon surprising industries? Existing scholarly works predominantly present the theoretical foundations of Robotic Process Automation (RPA) or its industry-specific implications within specific domains, notably finance, manufacturing, or healthcare.

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Welcome to the AI Shopping Wonderland: A Glimpse into Your Future Mall Trips

Aiiot Talk

Hey there, savvy shoppers! Let’s dive into the exciting world of AI-driven retail, a place where shopping gets a personal touch like never before. By 2024, shopping won’t just be about snagging deals; it’s about embarking on a journey with your AI buddy who knows you better than anyone else. Ready to explore the cool and personalized world of AI in retail?