#Digital Accessibility Transformation

[sonicvoid]

So I KNOW I posted Megatron's ref before but now its *D-16* and there's an extra *Prowl* too and they *worked togeth-*

I still need a proper name for my continuity outside of "Mimicron" since its expanding outside that arc alone, any suggestions is 'preciated

[off-mozzarella]

Thinking about how I went from artistically gifted kid who was pretty good at copying pictures to mediocre artist who basically struggles to draw a face every single time 🥴

[lexmetech]

Website Design and Development: Lexmetech Systems Makes It Simple and Powerful

In today’s digital world, your website is your online identity. It’s where customers find you, learn about your business, and decide whether to trust you. At Lexmetech Systems, we make website design and development easy, effective, and tailored to your needs. Let’s explore how we can help you create a website that stands out and works hard for your business.

Why Your Website is Your Best Tool

Your website is like a 24/7 salesperson. It's the initial thing individuals notice when they look up your company.A good website builds trust, shares your story, and turns visitors into customers. A bad one? It can push them away. That’s why we focus on creating websites that are not just pretty but also practical and powerful.

What Lexmetech Systems Offers

Custom Designs Just for You No templates, no shortcuts. We design websites that match your brand perfectly. Your colors, your style, your vision—brought to life.

Works on Every Device Phones, tablets, or computers—your website will look great and work smoothly on all of them. No one likes a site that’s hard to use on mobile!

Easy to Use We make sure your website is simple to navigate. Visitors should find what they need quickly, without getting frustrated.

Search Engine Friendly What’s the point of a website if no one can find it? We optimize your site so it ranks higher on Google and brings more visitors.

Ready to Grow with You As your business grows, your website can too. We build sites that can handle more products, services, or features in the future.

Sell Online with Ease Want to sell products or services online? We create secure, easy-to-manage online stores that your customers will love.

We’ve Got Your Back After your website goes live, we’re still here. We offer support, updates, and maintenance to keep your site running smoothly.

Why Choose Lexmetech Systems?

We’re not just another web design company. Here’s what makes us different:

We Listen: Your ideas matter. We work with you to create a website that reflects your goals.

We Keep It Simple: No confusing tech talk—just clear, straightforward solutions.

We Deliver Results: Our websites don’t just look good; they help your business grow.

Our Promise to You

At Lexmetech Systems, we’re passionate about helping businesses succeed online. We don’t just build websites—we build tools that help you connect with your customers and achieve your goals.

Let’s Build Something Amazing Together

Your website is more than just a page on the internet—it’s your chance to shine online. Whether you’re starting fresh or upgrading an old site, Lexmetech Systems is here to help. Let’s build a website that puts in the same effort as you do.

Contact us today to get started. Your ideal website is merely one click away!

Lexmetech Systems Simple. Smart. Successful. Your Partner in Digital Growth.

[jcmarchi]

Only 2.1% avoided generative AI in 2024: Find out why

New Post has been published on https://thedigitalinsider.com/only-2-1-avoided-generative-ai-in-2024-find-out-why/

Only 2.1% avoided generative AI in 2024: Find out why

This year, only 2.1% of respondents in our Generative AI Report said they don’t use generative AI tools; this represented a decline from last year’s value of 11.8%, and we were interested in knowing what was behind this choice and this drop.

This significant drop suggests a variety of important underlying factors, such as increased awareness and understanding, broader accessibility, proven effectiveness and ROI, peer influence and industry trends, the evolution of technology, and cultural and organizational shifts.

ChatGPT

OV

Matlab

Ansys

Gemini

LLama

Midjourney

Create our own internally – 33.4%

Lack of interest – 33.3% 

Irrelevance – 33.3%

There was an even distribution of why respondents said they don’t use generative AI.

The choice to develop AI tools internally could mean there’s a preference for using customized solutions tailored to the specific business. This can be driven by worries over control or wanting to keep proprietary systems. 

Respondents also indicated a lack of interest as a reason for not adopting external generative AI tools. Potentially originating from a perceived lack of clear advantage or understanding of how these tools could benefit their specific operations, this decision points to a possible gap in awareness. 

Similarly, there’s a perception that generative AI tools are irrelevant to operations, meaning there could be a disconnect between AI technologies’ offerings and potential users’ needs or understandings. 

With all non-users of generative AI stating they’d be willing to use the tools in the future, this points to essential insights about perceptions and the evolution of technologies.

Generative AI tools are being broadly accepted and have a positive outlook, meaning they’ve proven their value and have managed to convince even previously hesitant individuals or companies of their potential benefits. 

There’s also a marked potential for widespread implementation of these tools across more varied sectors and tools as more non-users adopt the technology. We might see generative AI even more extensively integrated into business operations, potentially leading to a new wave of digital transformation.

Generative AI 2024: Key insights & emerging trends

Download the Generative AI 2024 Report for in-depth analysis on top tools, user benefits, and key challenges shaping the future of AI technology.

The respondents highlighted the tools below as ones they’d consider using:

Task-dependent

LLaMa3

Matlab

OV

Ansys

The general consensus about the use of generative AI 

We wanted to know the opinion of the respondents’ companies about generative AI. 

For – 33.3%

Neutral – 66.7%

The majority of respondents (66.6%) indicated that their companies hold a neutral opinion about generative AI, with some (33.3%) also stating that their company has a favorable outlook.

The prevalence of this neutral view could suggest that many companies are still assessing the potential impacts and benefits of generative AI without yet committing fully to its adoption. 

Similarly to last year, there’s an absence of opposition, implying a potential open-minded attitude about generative AI and perhaps even its future adoption.

We wanted to know how much those who don’t use the technology trust it. Perhaps surprisingly, not everyone who said they’d use the technology in the future also said they trusted it.

Yes – 72.8%

No – 27.2%

The level of trust (72.8%) in generative AI tools remained the same as last year, continuing the trend of not everyone who said they’d use the technology in the future also trusting it.

Mostly positive – 33.3%

Mixed – 66.7%

The majority of respondents (66.7%) see the impact of the tools as mixed, which could suggest a nuanced understanding of the technology’s benefits against its challenges. This view could stem from the awareness that, while driving innovation and efficiency, generative AI has the potential to pose risks in ethics and bias.

How do you envision the role of generative AI evolving in your industry?

All non-users of generative AI view its role as a supplementary tool, which could underline that while having its uses, it’s not vital for core business operations. This could point to an opportunity for developers to educate and demonstrate AI’s broad benefits and capabilities.

Potential misuse of personal/generated data – 33.4%

Lack of transparency in data usage – 33.3%

Other – 33.3%

Potential misuse of personal/generated data and lack of transparency in data usage are equal concerns for non-users of the technology. It could indicate the fear of personal data being mishandled by AI systems or third parties.

How data is used also needs to be fully addressed; transparency over how data is used, handled, and stored by AI systems needs strong policies and regulations on data governance, which need to be properly communicated by AI providers.

Those who answered ‘other’ didn’t specify.

Download the full report to see why and how end users and practitioners are using generative AI tools.

[masroordreeshak]

Enhancing Moodle™ Functionality with Custom Plugin Development

As online learning continues to expand, educational institutions and businesses seek innovative ways to improve their learning management systems (LMS) for a more engaging user experience. Moodle™ stands out as a robust, open-source LMS that provides extensive capabilities. However, with custom plugin development, Moodle™ can be tailored even further to meet specific needs, improve user engagement, and enhance functionality. In this article, we’ll explore the benefits of custom plugins for Moodle™, including how they can support branded app development, course management, data analytics, and more.

1. Why Custom Plugin Development for Moodle™?

Custom plugin development transforms Moodle™ from a general-purpose platform into a tailored solution, meeting unique organizational requirements. From enabling offline access to offering a user-friendly interface, custom plugins allow organizations to add or modify features to align perfectly with their needs. This can be particularly valuable for institutions aiming for a branded experience, as custom branding apps can showcase their brand identity within the learning platform.

2. Enhancing Course Management and User Engagement

Course management is at the core of any LMS, and Moodle™ is no exception. With custom plugins, organizations can streamline the course setup process, add new course formats, and even offer personalized learning paths. Plugins designed for course management also help instructors and admins manage large courses effectively, ensuring a smoother learning experience for students.

An optimized course management process leads to higher engagement and retention. Features like real-time communication plugins allow students and instructors to interact instantly, creating a collaborative learning environment. Adding plugins that support multi-device compatibility ensures that users can access course content seamlessly, whether they’re on a desktop, tablet, or smartphone.

3. Branded App Development for Moodle™

For organizations looking to create a unique identity, branded app development for Moodle™ offers a powerful solution. Through branded apps, institutions can provide learners with an app that not only matches their brand's look and feel but also offers all necessary Moodle™ functionalities. With Moodle™ software app development, businesses can ensure their platform reflects their brand’s values and aesthetics, fostering a stronger connection with learners.

By incorporating plugins that allow customizable features, branded apps can be fine-tuned to prioritize certain functionalities, like quick access to course content or communication tools. Custom plugins also help optimize the app for performance and usability, resulting in a superior user experience.

4. Offline Access and Multi-Device Compatibility

One of the common challenges in e-learning is ensuring that users have access to content regardless of their internet connection or device. With custom plugins, Moodle™ can be equipped to support offline access, allowing users to download content for later use. This functionality is particularly beneficial for users in remote areas or for students who need flexibility in accessing learning materials.

Furthermore, multi-device compatibility is essential in today’s mobile-first world. Custom plugins can ensure Moodle™ functions seamlessly across different devices, from desktops to smartphones, enhancing accessibility for all users.

5. Improving User Experience with a User-Friendly Interface

A user-friendly interface is key to keeping learners engaged. Custom plugins can be developed to simplify navigation, making it easier for users to find what they need. Plugins focused on creating a user-friendly interface can transform Moodle™ by optimizing the layout, reducing clutter, and adding visual cues that improve usability.

6. Strengthening Security and Privacy

Security and privacy are critical considerations in any online learning platform. Custom plugins can be designed to enhance security and privacy features in Moodle™, ensuring that user data is protected. From additional login verification methods to restricted access for sensitive information, plugins can bolster the security framework of Moodle™, building trust with users.

7. Leveraging Data Analytics for Informed Decision-Making

Custom plugins that offer data analytics are invaluable for tracking learner progress, identifying patterns, and making data-driven decisions. With data analytics plugins, institutions can gain insights into course performance, learner engagement, and completion rates. These insights can then guide improvements in course content and teaching methods, optimizing the learning experience.

8. Integration with Third-Party Tools

Another advantage of custom plugin development for Moodle™ is the ability to integrate with other tools and software. From integrating with communication platforms to data storage and CRM systems, integration with tools via plugins helps streamline processes and create a cohesive learning ecosystem. These integrations allow Moodle™ to work in harmony with other platforms, enhancing overall functionality and user convenience.

9. Regular Updates for Continuous Improvement

Custom plugins allow organizations to keep their Moodle™ platform up-to-date with the latest features. Regular updates to plugins ensure that Moodle™ remains compatible with new technologies and user expectations. Moreover, with custom plugins, organizations can adapt and evolve their LMS to address emerging trends in e-learning, providing learners with a modern and relevant experience.

Conclusion

Custom plugin development enhances Moodle™ functionality by tailoring it to meet specific needs. From branded app development to data analytics and security enhancements, custom plugins transform Moodle™ into a more versatile and powerful LMS. By adopting custom plugin development, organizations can create a unique, engaging, and effective learning platform that aligns with their branding and goals. Embracing these customized solutions ensures a user-centered, accessible, and future-ready LMS experience.

[abraham09derick]

How is Docketry different from NuOCR - Ramesh Iyengar

In this video, we explore the key differences between Docketry and NuOCr, two leading digital document management systems designed for insurance companies. Discover how Docketry automates document handling, reduces administrative workload, and ensures compliance with regulatory standards, enhancing data accessibility and customer service. On the other hand, NuOCr leverages advanced OCR (Optical Character Recognition) technology to efficiently convert paper documents into digital formats, making data retrieval faster and more accurate. We'll compare their unique features, benefits, and how each system can address specific challenges in the insurance industry. Learn how Docketry's comprehensive approach to document management and NuOCr's cutting-edge OCR capabilities can transform your operations, leading to improved efficiency, cost savings, and better decision-making. Whether you're looking to streamline your processes or enhance data accuracy, this video will help you choose the right solution for your needs. Watch now to make an informed decision and stay competitive in a fast-evolving industry! Visit our website: https://docketry.ai/ for more details and to see how these solutions can benefit your business.

[datascraping001]

Google Search Results Data Scraping

Google Search Results Data Scraping

Harness the Power of Information with Google Search Results Data Scraping Services by DataScrapingServices.com. In the digital age, information is king. For businesses, researchers, and marketing professionals, the ability to access and analyze data from Google search results can be a game-changer. However, manually sifting through search results to gather relevant data is not only time-consuming but also inefficient. DataScrapingServices.com offers cutting-edge Google Search Results Data Scraping services, enabling you to efficiently extract valuable information and transform it into actionable insights.

The vast amount of information available through Google search results can provide invaluable insights into market trends, competitor activities, customer behavior, and more. Whether you need data for SEO analysis, market research, or competitive intelligence, DataScrapingServices.com offers comprehensive data scraping services tailored to meet your specific needs. Our advanced scraping technology ensures you get accurate and up-to-date data, helping you stay ahead in your industry.

List of Data Fields

Our Google Search Results Data Scraping services can extract a wide range of data fields, ensuring you have all the information you need:

-Business Name: The name of the business or entity featured in the search result.

- URL: The web address of the search result.

- Website: The primary website of the business or entity.

- Phone Number: Contact phone number of the business.

- Email Address: Contact email address of the business.

 - Physical Address: The street address, city, state, and ZIP code of the business.

- Business Hours: Business operating hours

- Ratings and Reviews: Customer ratings and reviews for the business.

- Google Maps Link: Link to the business’s location on Google Maps.

- Social Media Profiles: LinkedIn, Twitter, Facebook

These data fields provide a comprehensive overview of the information available from Google search results, enabling businesses to gain valuable insights and make informed decisions.

Benefits of Google Search Results Data Scraping

1. Enhanced SEO Strategy

Understanding how your website ranks for specific keywords and phrases is crucial for effective SEO. Our data scraping services provide detailed insights into your current rankings, allowing you to identify opportunities for optimization and stay ahead of your competitors.

2. Competitive Analysis

Track your competitors’ online presence and strategies by analyzing their rankings, backlinks, and domain authority. This information helps you understand their strengths and weaknesses, enabling you to adjust your strategies accordingly.

3. Market Research

Access to comprehensive search result data allows you to identify trends, preferences, and behavior patterns in your target market. This information is invaluable for product development, marketing campaigns, and business strategy planning.

4. Content Development

By analyzing top-performing content in search results, you can gain insights into what types of content resonate with your audience. This helps you create more effective and engaging content that drives traffic and conversions.

5. Efficiency and Accuracy

Our automated scraping services ensure you get accurate and up-to-date data quickly, saving you time and resources.

Best Google Data Scraping Services

Scraping Google Business Reviews

Extract Restaurant Data From Google Maps

Google My Business Data Scraping

Google Shopping Products Scraping

Google News Extraction Services

Scrape Data From Google Maps

Google News Headline Extraction   

Google Maps Data Scraping Services

Google Map Businesses Data Scraping

Google Business Reviews Extraction

Best Google Search Results Data Scraping Services in USA

Dallas, Portland, Los Angeles, Virginia Beach, Fort Wichita, Nashville, Long Beach, Raleigh, Boston, Austin, San Antonio, Philadelphia, Indianapolis, Orlando, San Diego, Houston, Worth, Jacksonville, New Orleans, Columbus, Kansas City, Sacramento, San Francisco, Omaha, Honolulu, Washington, Colorado, Chicago, Arlington, Denver, El Paso, Miami, Louisville, Albuquerque, Tulsa, Springs, Bakersfield, Milwaukee, Memphis, Oklahoma City, Atlanta, Seattle, Las Vegas, San Jose, Tucson and New York.

Conclusion

In today’s data-driven world, having access to detailed and accurate information from Google search results can give your business a significant edge. DataScrapingServices.com offers professional Google Search Results Data Scraping services designed to meet your unique needs. Whether you’re looking to enhance your SEO strategy, conduct market research, or gain competitive intelligence, our services provide the comprehensive data you need to succeed. Contact us at info@datascrapingservices.com today to learn how our data scraping solutions can transform your business strategy and drive growth.

Website: Datascrapingservices.com

Email: info@datascrapingservices.com

[artisticdivasworld]

How to Protect Your Business From Cyber Threats

Cybersecurity is a major topic every business owner should be discussing. Here is some info from FRC that we hope helps.

Imagine we’re sitting down over a cup of coffee, and you’ve just asked me how to shield your trucking business from the ever-looming shadow of cyber threats. It’s a digital age dilemma, but I’m here to walk you through some straightforward strategies to bolster your defenses. First off, let’s talk about the elephant in the room: cyber threats. They’re not just a problem for the tech industry;…

[tebsolutions]

Benefits of Implementing Enterprise Mobility Solutions in Your Business

In today's fast-paced business environment, staying competitive and efficient is crucial. One way to achieve this is by implementing Enterprise Mobility Solutions (EMS) in your organization. EMS refers to the use of mobile technology to streamline business processes, improve productivity, and enhance communication. In this blog, we will explore the numerous benefits that come with integrating Enterprise Mobility Solutions into your business operations.

Key Benefits of Enterprise Mobility Solutions

1. Enhanced Productivity

Enterprise Mobility Solutions enable your employees to work from anywhere at any time. This flexibility leads to increased productivity as tasks can be completed on the go. Whether it's responding to emails, accessing critical data, or collaborating with team members, mobile solutions ensure that your workforce remains productive even outside the office.

2. Improved Communication

Effective communication is the cornerstone of any successful business. With EMS, your team can stay connected and collaborate seamlessly. Features such as instant messaging, video conferencing, and mobile apps enable real-time communication, breaking down barriers and improving decision-making.

3. Cost Savings

By leveraging mobile devices and applications, your business can significantly reduce costs. EMS allows for remote work, reducing the need for a centralized office space. Additionally, mobile apps can streamline various processes, leading to operational cost savings. Less paper, lower utility bills, and reduced travel expenses are just a few of the ways EMS can positively impact your bottom line.

4. Enhanced Customer Experience

Enterprise Mobility Solutions can also benefit your customers. With mobile apps, they can easily access your products or services, place orders, and receive support, all from the convenience of their smartphones or tablets. This leads to improved customer satisfaction and loyalty.

5. Data Security

Data security is a top concern for any business. Enterprise Mobility Solutions provide robust security features to protect sensitive information. These solutions often include encryption, secure access controls, and remote data wipe capabilities, ensuring that your data remains safe even on mobile devices.

6. Competitive Advantage

In today's competitive landscape, staying ahead of the curve is essential. By embracing Enterprise Mobility Solutions, your business can gain a competitive edge. With the ability to adapt quickly to market changes and customer demands, you can outperform competitors who are slower to adopt mobile technologies.

7. Scalability

As your business grows, so do your needs. Enterprise Mobility Solutions are scalable, allowing you to expand and customize your mobile infrastructure as your organization evolves. This flexibility ensures that your technology can grow with your business.

8. Real-time Access to Data

Access to real-time data is critical for decision-making. With EMS, your team can access up-to-the-minute information, enabling them to make informed decisions promptly. This real-time access to data can significantly impact your business's efficiency and strategic planning.

9. Regulatory Compliance

Many industries have strict regulatory requirements for data handling and security. Enterprise Mobility Solutions often come equipped with compliance features to help your business meet these obligations, reducing the risk of penalties and legal issues.

10. Employee Satisfaction

Happy employees are more engaged and productive. The flexibility and convenience that EMS offers can improve employee satisfaction, leading to lower turnover rates and a more motivated workforce.

In conclusion, implementing Enterprise Mobility Solutions in your business can bring about a myriad of benefits, from improved productivity and communication to cost savings and enhanced customer experiences. To stay competitive and adaptable in today's digital age, consider integrating EMS into your organization's strategy. If you want to unlock the full potential of your business, "Enterprise Mobility Solutions" are a must-have.

[akwyz]

Siemens Launches Comprehensive Private 5G Solution for the Industrial Sector

Siemens, a leading global technology company, has introduced a groundbreaking private 5G infrastructure, marking a significant advancement in mobile communication standards for the industrial sector. This development is set to revolutionize how industrial companies approach automation applications and connected production. Innovative 5G InfrastructureSiemens has developed, for the first time, an…

[premiumbitch]

♯ THINGS TO SCRIPT OR MANIFEST SIMPLY BECAUSE YOU CAN .ᐟ

no, none of this is "unrealistic". get out of that mindset. "logic" doesn't exist. there is infinite realities and possibilities, stop using this reality and is "norms" to dictate what's realistic in completely different realities. thank you & enjoy !

Rewinding time to relive or improve any moment, but keeping your memories intact

Manifesting entire dream scenarios, like living in a fairytale, cyberpunk city, or historical era at will

Having an infinite secret library that contains books only you can access, including lost knowledge and unwritten masterpieces

Your emotions influencing the weather—joy brings sunshine, sadness causes mist, excitement makes the stars shine brighter

Waking up each day with a new, fascinating skill or talent as if you’ve mastered it for years

A personal celestial body—like a tiny moon or star—that follows you and changes its glow based on your mood

Every meal you eat being the most delicious version possible, perfectly balanced for your body’s needs

People instantly understanding your point of view without any misunderstandings or miscommunication

A single command that can make your room, house, or entire environment transform into any aesthetic you desire

Your reflection adapting in real-time to match your ideal look, including flawless skin, perfect hair, and a radiant glow

Being able to walk through walls and locked doors like a ghost whenever you choose

Your dreams allowing you to experience entire lifetimes in alternate realities, with the ability to revisit them anytime

Your personal aura making you immune to negative energy—bad vibes simply bounce off you

Any music you listen to harmonizing with your emotions, turning into a cinematic soundtrack for your life

Your voice automatically adjusting to sound angelic, commanding, or seductive depending on what you need

Objects floating gently toward you when you reach for them, as if the universe wants to help

Walking barefoot always feeling like stepping on the softest, most luxurious surface possible

Everywhere you go, the space subtly adjusts to make you feel comfortable—lighting, temperature, even scent

A magical wardrobe where every outfit is custom-tailored to make you look breathtaking without effort

Time bending around you, so you never feel rushed or late—things just work out perfectly

Your mere presence making people feel inspired, happy, and enchanted, without you having to say a word

Fabrics and materials always feeling soft, fresh, and comfortable on your skin, no matter what you wear

Being able to summon a portal to breathtaking hidden worlds that only you can access

Your name carrying a mystical charm—whenever someone hears it, they feel intrigued and drawn to you

Every moment of laughter, love, or beauty in your life being captured in a mental gallery you can revisit anytime

Birds and animals always treating you like a beloved friend, as if you’re part of nature’s secret realm

Your digital devices organizing themselves flawlessly, keeping only what’s useful and deleting what’s not

Never needing to explain yourself—people just intuitively understand your brilliance and complexity

Gold and precious gems subtly forming around you when you feel truly happy, like the earth is rewarding you

Plants and flowers growing more vibrant in places where you spend time, as if you bring life itself

A ring, bracelet, or necklace that grants you complete protection from harm, bad luck, or negativity

Whenever you look up at the night sky, the stars seem to shimmer just a little more for you

Time slowing down in moments of pure happiness, allowing you to savor them longer

Your dreams containing hidden messages, guidance, or even glimpses of future events

People who meet you experiencing a sense of déjà vu, as if they’ve known you in another lifetime

Your words carrying a subtle, hypnotic charm—people listen intently and trust what you say

Your body temperature always being perfect, never too hot or cold, no matter the weather

A perfume that enhances your presence, leaving behind an unforgettable and captivating scent

Every seat you sit in adjusting itself for maximum comfort, as if it was designed just for you

People instinctively remembering only the best and most admirable things about you

Your personal space subtly expanding when you need it—crowds part for you without even realizing it

A mystical breeze that follows you, making you feel fresh, energized, and effortlessly cool at all times

Every door you approach opening just a second before you reach it, as if sensing your arrival

A glow in your eyes that makes people feel warmth, fascination, or even awe when they look into them

Every outfit you wear subtly enhancing itself throughout the day to look even more flattering

Jewelry you wear being enchanted to bring good fortune, beauty, and inspiration wherever you go

Your life subtly arranging itself like a perfectly written novel—every moment leading to something meaningful and magical

[jcmarchi]

Ai2 OLMo 2: Raising the bar for open language models

New Post has been published on https://thedigitalinsider.com/ai2-olmo-2-raising-the-bar-for-open-language-models/

Ai2 OLMo 2: Raising the bar for open language models

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Ai2 is releasing OLMo 2, a family of open-source language models that advances the democratisation of AI and narrows the gap between open and proprietary solutions.

The new models, available in 7B and 13B parameter versions, are trained on up to 5 trillion tokens and demonstrate performance levels that match or exceed comparable fully open models whilst remaining competitive with open-weight models such as Llama 3.1 on English academic benchmarks.

“Since the release of the first OLMo in February 2024, we’ve seen rapid growth in the open language model ecosystem, and a narrowing of the performance gap between open and proprietary models,” explained Ai2.

The development team achieved these improvements through several innovations, including enhanced training stability measures, staged training approaches, and state-of-the-art post-training methodologies derived from their Tülu 3 framework. Notable technical improvements include the switch from nonparametric layer norm to RMSNorm and the implementation of rotary positional embedding.

OLMo 2 model training breakthrough

The training process employed a sophisticated two-stage approach. The initial stage utilised the OLMo-Mix-1124 dataset of approximately 3.9 trillion tokens, sourced from DCLM, Dolma, Starcoder, and Proof Pile II. The second stage incorporated a carefully curated mixture of high-quality web data and domain-specific content through the Dolmino-Mix-1124 dataset.

Particularly noteworthy is the OLMo 2-Instruct-13B variant, which is the most capable model in the series. The model demonstrates superior performance compared to Qwen 2.5 14B instruct, Tülu 3 8B, and Llama 3.1 8B instruct models across various benchmarks.

(Credit: Ai2)

Commiting to open science

Reinforcing its commitment to open science, Ai2 has released comprehensive documentation including weights, data, code, recipes, intermediate checkpoints, and instruction-tuned models. This transparency allows for full inspection and reproduction of results by the wider AI community.

The release also introduces an evaluation framework called OLMES (Open Language Modeling Evaluation System), comprising 20 benchmarks designed to assess core capabilities such as knowledge recall, commonsense reasoning, and mathematical reasoning.

OLMo 2 raises the bar in open-source AI development, potentially accelerating the pace of innovation in the field whilst maintaining transparency and accessibility.

(Photo by Rick Barrett)

See also: OpenAI enhances AI safety with new red teaming methods

Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.

Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Tags: ai2, benchmark, comparison, large language models, llm, models, olmo, open source, open-source, training

[destielmemenews]

"Publishers accused the nonprofit of infringing copyrights in 127 books from authors like Malcolm Gladwell, C.S. Lewis, Toni Morrison, J.D. Salinger and Elie Wiesel, by making the books freely available through its Free Digital Library.

The archive, which hosts more than 3.2 million copies of copyrighted books on its website, contended that the library was transformative because it made lending more convenient and served the public interest by promoting "access to knowledge.""

source 1

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[masroordreeshak]

Enhancing Moodle™ Functionality with Custom Plugin Development

As online learning continues to expand, educational institutions and businesses seek innovative ways to improve their learning management systems (LMS) for a more engaging user experience. Moodle™ stands out as a robust, open-source LMS that provides extensive capabilities. However, with custom plugin development, Moodle™ can be tailored even further to meet specific needs, improve user engagement, and enhance functionality. In this article, we’ll explore the benefits of custom plugins for Moodle™, including how they can support branded app development, course management, data analytics, and more.

1. Why Custom Plugin Development for Moodle™?

Custom plugin development transforms Moodle™ from a general-purpose platform into a tailored solution, meeting unique organizational requirements. From enabling offline access to offering a user-friendly interface, custom plugins allow organizations to add or modify features to align perfectly with their needs. This can be particularly valuable for institutions aiming for a branded experience, as custom branding apps can showcase their brand identity within the learning platform.

2. Enhancing Course Management and User Engagement

Course management is at the core of any LMS, and Moodle™ is no exception. With custom plugins, organizations can streamline the course setup process, add new course formats, and even offer personalized learning paths. Plugins designed for course management also help instructors and admins manage large courses effectively, ensuring a smoother learning experience for students.

An optimized course management process leads to higher engagement and retention. Features like real-time communication plugins allow students and instructors to interact instantly, creating a collaborative learning environment. Adding plugins that support multi-device compatibility ensures that users can access course content seamlessly, whether they’re on a desktop, tablet, or smartphone.

3. Branded App Development for Moodle™

For organizations looking to create a unique identity, branded app development for Moodle™ offers a powerful solution. Through branded apps, institutions can provide learners with an app that not only matches their brand's look and feel but also offers all necessary Moodle™ functionalities. With Moodle™ software app development, businesses can ensure their platform reflects their brand’s values and aesthetics, fostering a stronger connection with learners.

By incorporating plugins that allow customizable features, branded apps can be fine-tuned to prioritize certain functionalities, like quick access to course content or communication tools. Custom plugins also help optimize the app for performance and usability, resulting in a superior user experience.

4. Offline Access and Multi-Device Compatibility

One of the common challenges in e-learning is ensuring that users have access to content regardless of their internet connection or device. With custom plugins, Moodle™ can be equipped to support offline access, allowing users to download content for later use. This functionality is particularly beneficial for users in remote areas or for students who need flexibility in accessing learning materials.

Furthermore, multi-device compatibility is essential in today’s mobile-first world. Custom plugins can ensure Moodle™ functions seamlessly across different devices, from desktops to smartphones, enhancing accessibility for all users.

5. Improving User Experience with a User-Friendly Interface

A user-friendly interface is key to keeping learners engaged. Custom plugins can be developed to simplify navigation, making it easier for users to find what they need. Plugins focused on creating a user-friendly interface can transform Moodle™ by optimizing the layout, reducing clutter, and adding visual cues that improve usability.

6. Strengthening Security and Privacy

Security and privacy are critical considerations in any online learning platform. Custom plugins can be designed to enhance security and privacy features in Moodle™, ensuring that user data is protected. From additional login verification methods to restricted access for sensitive information, plugins can bolster the security framework of Moodle™, building trust with users.

7. Leveraging Data Analytics for Informed Decision-Making

Custom plugins that offer data analytics are invaluable for tracking learner progress, identifying patterns, and making data-driven decisions. With data analytics plugins, institutions can gain insights into course performance, learner engagement, and completion rates. These insights can then guide improvements in course content and teaching methods, optimizing the learning experience.

8. Integration with Third-Party Tools

Another advantage of custom plugin development for Moodle™ is the ability to integrate with other tools and software. From integrating with communication platforms to data storage and CRM systems, integration with tools via plugins helps streamline processes and create a cohesive learning ecosystem. These integrations allow Moodle™ to work in harmony with other platforms, enhancing overall functionality and user convenience.

9. Regular Updates for Continuous Improvement

Custom plugins allow organizations to keep their Moodle™ platform up-to-date with the latest features. Regular updates to plugins ensure that Moodle™ remains compatible with new technologies and user expectations. Moreover, with custom plugins, organizations can adapt and evolve their LMS to address emerging trends in e-learning, providing learners with a modern and relevant experience.

Conclusion

Custom plugin development enhances Moodle™ functionality by tailoring it to meet specific needs. From branded app development to data analytics and security enhancements, custom plugins transform Moodle™ into a more versatile and powerful LMS. By adopting custom plugin development, organizations can create a unique, engaging, and effective learning platform that aligns with their branding and goals. Embracing these customized solutions ensures a user-centered, accessible, and future-ready LMS experience.

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