Sat.Sep 28, 2024 - Fri.Oct 04, 2024

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The Good, the Bad, and the Future of Data AI

insideBIGDATA

In this contributed article, Paul Scott-Murphy, chief technology officer at Cirata, discusses key best practices for applying generative AI in today’s enterprises. The key to harnessing the explosion of AI is recognizing the good, bad, and future, letting those influence how and where we securely utilize it. Time invested now in doing this proactively will benefit you and your organization tomorrow.

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Computer Science Jobs: 7 Leading Roles in the Tech Industry

Data Science Dojo

The demand for computer science professionals is experiencing significant growth worldwide. According to the Bureau of Labor Statistics , the outlook for information technology and computer science jobs is projected to grow by 15 percent between 2021 and 2031, a rate much faster than the average for all occupations. This surge is driven by the increasing reliance on technology in various sectors, including healthcare, finance, education, and entertainment, making computer science skills more cri

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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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Build Compound AI Systems Faster with Databricks Mosaic AI

databricks

Many of our customers are shifting from monolithic prompts with general-purpose models to specialized compound AI systems to achieve the quality needed for.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Dataiku Launches LLM Guard Services to Control Generative AI Rollouts From Proof-of-Concept to Production in the Enterprise  

insideBIGDATA

Dataiku, the Universal AI Platform, today announced the launch of its LLM Guard Services suite that is designed to advance enterprise GenAI deployments at scale from proof-of-concept to full production without compromising cost, quality, or safety.

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Ultimate Roadmap to Becoming a Tech Professional with Harvard for Free

KDnuggets

Jumping into the technology world doesn’t have to be so daunting.

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Generating Coding Tests for LLMs: A Focus on Spark SQL

databricks

Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary.

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Podcast: Intel Unveils Next-gen Solutions with Xeon 6 processors and Gaudi 3 to Tackle Enterprise Needs

insideBIGDATA

Enterprises are increasingly in need of AI infrastructure that is both cost-effective and available for rapid development and deployment. To meet this demand head-on, Intel today launched Xeon 6 processors with Performance-cores (P-cores) and Gaudi 3 AI accelerators, bolstering the company’s commitment to deliver powerful AI systems with optimal performance per watt and lower total cost of ownership.

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Who Pays for the Arts?

Hacker News

In the U.S., the arts are subsidized by the very wealthy and the very poor. But amid ongoing turmoil in the nonprofit world, some people are trying to build a new creative economy.

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The Critical Nuances of Today’s AI — and the Frontiers That Will Define Its Future

Towards AI

Last Updated on October 5, 2024 by Editorial Team Author(s): Shashwat Gupta Originally published on Towards AI. The current generation of artificial intelligence has undeniably transformed industries across the globe, from healthcare and finance to transportation and entertainment. Yet, despite these advancements, AI still faces significant limitations — particularly in adaptability, energy consumption, and the ability to learn from new situations without forgetting old information.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How to embed AI/BI Dashboards into your websites and applications

databricks

We are thrilled to announce that embedding for AI/BI Dashboards is now available. Embedding enables you to seamlessly integrate Databricks AI/BI Dashboards into.

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Report Findings – Security Pros Identify GenAI as the Most Significant Risk for Organizations

insideBIGDATA

HackerOne, a leader in human-powered security, revealed data that found 48% of security professionals believe AI is the most significant security risk to their organization.

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Solving the Maker-Taker Problem

Hacker News

How open source projects can balance Makers and Takers: lessons from Drupal's contribution credit system and recommendations for WordPress and other open source communities.

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Towards Artificial General Intelligence (AGI) — and what is in store for us? (a hype story)

Towards AI

Last Updated on October 5, 2024 by Editorial Team Author(s): Shashwat Gupta Originally published on Towards AI. Recently, there has been much debate about AI outside the tech industry, particularly concerning AI regulations in the US, UK, EU, and the two publicly signed AI safety letters last year: the Future of Life Institute 2023 (Pause AI Open Letter) and the Center for AI Safety 2023.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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New IBM study: How business leaders can harness the power of gen AI to drive sustainable IT transformation

IBM Journey to AI blog

As organizations strive to balance productivity, innovation and environmental responsibility, the need for sustainable IT practices is even more pressing. A new global study from the IBM Institute for Business Value reveals that emerging technologies, particularly generative AI, can play a pivotal role in advancing sustainable IT initiatives. However, successful transformation of IT systems demands a strategic and enterprise-wide approach to sustainability.

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Chief Officers: Do You Know What Your Data is Costing You?

Dataversity

CXOs this year have witnessed a rollercoaster economy amid plenty of turbulent events – from ongoing inflation affecting consumer spending to large stock market swings, major overseas conflicts, and the uncertainties of an election year. Not surprisingly, the economic forecast remains murky at best. According to a CNBC CFO survey, CFOs seem to agree that […] The post Chief Officers: Do You Know What Your Data is Costing You?

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Apple releases Depth Pro, an AI model that rewrites the rules of 3D vision

Hacker News

Apple's Depth Pro AI model sets a new standard in 3D depth estimation, offering high-resolution, real-time depth mapping from a single image without camera metadata—transforming industries like AR, autonomous vehicles, and more.

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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

AWS Machine Learning Blog

Large enterprises are building strategies to harness the power of generative AI across their organizations. However, scaling up generative AI and making adoption easier for different lines of businesses (LOBs) comes with challenges around making sure data privacy and security, legal, compliance, and operational complexities are governed on an organizational level.

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Breaking Down The Latest AI Developer Benchmark From CodeSignal

MoorInsights for Forbes

Many AI models already outperform average coders and even rival the best ones. Now we need to establish pragmatic best practices for using AI in software development.

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Their Uber Driver Crashed. A Pizza Order Unraveled Their Injury Lawsuit

Hacker News

A New Jersey couple sued Uber after a crash left them severely injured. An appeals court ruled that they had agreed to settle disputes out of court when they used the Uber Eats app.

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RAG: The Power of Text Splitting for Improving Retrieval: A Developer’s Handbook

Towards AI

Author(s): Md Monsur ali Originally published on Towards AI. Explore a Variety of Techniques to Enhance Language Model Efficiency: Character, Semantic, Contextual, and Multimodal Approaches This member-only story is on us. Upgrade to access all of Medium. 👨🏾‍💻 GitHub ⭐️ | 👔LinkedIn |📝 Medium Photo by Author When working with large language models (LLMs), one of the most overlooked but vital strategies is text splitting.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Elevate workforce productivity through seamless personalization in Amazon Q Business

AWS Machine Learning Blog

Personalization can improve the user experience of shopping, entertainment, and news sites by using our past behavior to recommend the products and content that best match our interests. You can also apply personalization to conversational interactions with an AI-powered assistant. For example, an AI assistant for employee onboarding could use what it knows about an employee’s work location, department, or job title to provide information that is more relevant to the employee.

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Microsoft Azure Quantum: Accelerating Discovery In The Quantum Age

MoorInsights for Forbes

Microsoft and its Azure Quantum collaborators keep breaking new ground on research projects that advance different critical aspects of quantum computing.

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Patent troll Sable pays up, dedicates all its patents to the public

Hacker News

We’re pleased to announce that the litigation against Sable has finally concluded on terms that we believe send a strong message to patent trolls everywhere — if you bring meritless patent claims against Cloudflare, we will fight back and we will win.

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Building A Robust and Efficient AWS Cloud Infrastructure with Terraform and GitLab CI/CD.

Towards AI

Last Updated on October 5, 2024 by Editorial Team Author(s): Julius Nyerere Nyambok Originally published on Towards AI. Historically, cloud infrastructure management involved manual configuration on web consoles or command line interfaces. This approach was prone to human errors, inconsistencies, and maintaining version controls. The growing complexity of cloud environments and the demand for faster, more reliable, and reproducible infrastructure management practices highlighted the need for a m

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Predominant Occupations, Breaking it Down by Age and Sex

FlowingData

There are hundreds of occupations, and while the exact number varies by classification system, most U.S. government organizations list about 500 of them. You can probably guess at least a handful of the most common. Cashiers. Drivers. Teachers. It gets more interesting the further down the list you go, breaking it down by demographic. You get a more accurate picture of the occupations throughout our lives.

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Why does man print "gimme gimme gimme" at 00:30? (2017)

Hacker News

We've noticed that some of our automatic tests fail when they run at 00:30 but work fine the rest of the day. They fail with the message gimme gimme gimme in stderr, which wasn't expected. Why are.

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Reverse Engineering and Dismantling Kekz Headphones

Hacker News

Close to a year ago, I stumbled upon the Kekz Headphones, which seemed like an interesting approach on the whole digital audio device space. They claimed to work without any internet connection and all of the content already on the headphones itself. I was intrigued, because there were some speculations going around, how they operate with those “Kekz”-Chips.

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Distributed Transactions in Go: Read Before You Try

Hacker News

In the previous post, I looked into running transactions in a layered architecture. Now, let’s consider transactions that need to span more than one service. If you work with microservices, a time may come when you need a transaction running across them. Especially if the way they are split was an afterthought (the unfortunate but likely scenario). Service A calls service B, which calls service C, and if something goes wrong at the end, the system becomes inconsistent.

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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.