#Digital Inspection Software

[visualogyx]

Visualogyx Inc

Visualogyx emerged with a vision to enhance the speed, reliability, and collaboration of information exchange between field personnel and office teams. Our driving force is reducing process friction, amplifying information flow, and harnessing the potential of metadata-enriched media and configurable workflows to capture every detail of business operational events through a comprehensive toolkit that elevates operations and decision-making.

Contact Us:

Visualogyx Inc

20803 Biscayne Blvd, Aventura, Florida, 33180, USA

844-854-9824

sales@visualogyx.com

https://visualogyx.com/

Social Media Links:

https://www.linkedin.com/company/visualogyx/

https://www.instagram.com/visualogyx/

https://www.facebook.com/Visualogyx/

https://www.youtube.com/channel/UCGFOtPN1MVnq50Hmvf9oi7Q

https://visualogyx.com/blog/

[veryace-ficrecs]

Leverage Redemption Fic Recs

This list will include all ratings and tags, so read at your own discretion! :)

Happy LevRed Season Finale!!

Find Previous Leverage Lists here! (Leverage, Tap Out Job, Carnival Job, Rundown Job)

Our Unexpected Family Reunion by cminerva, GlassFullOfSass - Rated G

In which Harry meets more of the extended Leverage family.

The Job-Gone-Wrong Job by Grammar_Beane - Not Rated

Eliot’s voice came out tense. “Breanna’s gone. Her comms are dead.” Parker’s eyes widened, but she allowed no other tension to enter her body. “Okay. Plan doesn’t change much. Sophie. Go in. Find Breanna.” “I can’t.” Sophie’s voice grew cold as she saw the man standing at the front door. “Jim Sterling’s here.” --- The job was going perfectly. Until it wasn't. Now everyone's in an unfamiliar role, Breanna's been captured, and it's all resting on Harry Wilson to save her.

Not An Emotion by nerdsandthelike - Rated T

Breanna: Did you hack Lockheed Martin?! For me?!!

Hardison: No, I hacked Lockheed Martin because they’re shitty people who deserve to have their corruption exposed to the world. I downloaded their R&D software and drone specs for you.

How each member of the Leverage Redemption team shows Breanna affection.

After Date Night by Grammar_Beane - Rated T

The Leverage OT3 gets patched up after date night. – – – “Does this sort of thing happen every date night?” “No,” Eliot replied, at the same time Parker said, “Yep!” “It might be becoming a theme,” Hardison admitted.

Three of Twelve Job by WhenICantWrite - Rated G

The one where Eliot fights a lion

Parker's Peculiar Polyculians by Singing_Siren - Rated T

Emotions are… fiddly. She can’t grab onto them, hold them close, and inspect them like she does the stuff she steals. What’s the difference between attraction and love? Is it sex? That seems too simple, and emotions are never simple. Sophie taught her that. But Hardison taught her that things don’t have to be complicated, that going with the flow isn't as bad as she thought it would be. “You know,” Parker starts, “before I met you all, things were so much simpler.” What was it Eliot said when they were conning those Nana-Haters? ‘Parker has a very binary sense of right and wrong.’ Before the team got together, she saw the world in black and white. Now she can see shades of gray. There are even hints of color when she closes her eyes. (or: the aftermath of the Polygeist Job, featuring a Parker who's been through enough therapy to detangle some of her feelings)

The Habeas Corpus Job by hyacinthgirlboy - Rated T

Harry knows where he stands with this crew. Breanna is their little sister. He’s just a guy who handles their contracts sometimes. And yet here he is, drinking their bourbon in their house when something had gone horribly wrong, and it had been his fault. A mark's clever fakeout causes Harry to spiral a little. Breanna and Sophie are there to clear up any misconceptions.

Drive by ziazippy5379 - Rated G

Harry is driving the girls back from a college visit.

irredeemable by idkimoutofideas - Rated T

“Take that one as collateral,” Fisher said, jerking his chin at Harry. A guard stepped forward and grabbed Harry’s arm, yanking him to his feet. Harry shouted in surprise, and Eliot rose with him, shoulder checking Harry out of the way with a growl—Harry wasn’t sure how he managed to stand, given the blood staining his jeans. Eliot offers to be the hostage when he and Harry are kidnapped together. BTHB: take me instead

the textbook definition by tziporim (ferns) - T

Breanna’s burning the digital midnight oil when Harry shows up looking like a kicked dog.

Old Friends by Singing_Siren - Rated G

“Sophie,” Parker whispers harshly, her left eye twitching an erratic rhythm. Every muscle in her body tenses up like she’s about to break into a sprint, and it takes everything in her not to give into that instinct. Ooh, she wants to get closer. But she can’t! She shouldn’t. “Cameras.” A sensation not unlike a freefall builds in her stomach as she watches the two people that just entered. Blonde hair, a familiar laugh, Maggie Collins with a boring man on her arm and an elegant dress that sparkles in the light of the chandelier. There's a beat as Sophie no doubt nudges Harry out of the way to check the screens herself. “Oh no,” she says eloquently.

Holidays by Anonymous - Rated G

Or, Breanna really likes Halloween, and Harry wants to help her have a great one.

tulips and carnations (and a knife) by oopshenangians - Rated T

Eliot doesn't want to dress up as a knight again. But, if Parker and Hardison and Breanna are all going, then he'll go too. To make sure they're safe, of course. And if he finds a way to secretly confess some feelings to Parker and Hardison along the way? Well, it's just to keep the limbo they've made. And Eliot is very happy to stay in the limbo as long as he needs. based on a Tumblr post by @batserebus over there

After the Job by JMount74 - Rated T

When the job is done there is time to rest, recoup and reflect...before the next one comes along...

won't tell anybody that you turn the world around by crazyness_overpowers - Rated G

Parker asks a question, Breanna reveals an assumption, and Eliot tries not to freak out. Then Parker and Eliot talk about what Breanna's assumption might mean. -- The conversation that happens immediately after "Hey guys? Are we a polycule?", a coda to Redemption 3.09: The Polygiest Job.

[lraerosesims]

How I draw: Silver Metallic Buttons for Sims 2 Textures

As we all know, Sims 2 doesn't really appreciate large file sizes/dimensions for it's textures, so sometimes you have work very closely with the individual pixels. Here is how I draw buttons. Video is sped up so don't feel like you need to draw as fast as me!

Side note: this tutorial is created on the basis that you already know how to use the basic functions of Sims BodyShop to extract the texture file. There's plenty of tutorials out there explaining that so please don't ask me to clarify on that part. Anyway, on to the buttons...↓↓↓

What you need:

A PC

Digital Drawing app (like Photoshop, Krita etc)

A Graphics Tablet with pen - you could try this with a mouse but I wouldn't recommend!

And obviously Sims 2/Sims 2 BodyShop

First off, create a new layer - we don't want this button permanently stuck to our base texture. Then I get a standard hard edge brush (I use Krita as my drawing software, so just use whatever hard brush is available in your preferred software/app). Because I'm making relatively small buttons, I make my brush 7.09px in size. Select a mid to light grey colour as the base. Make a single circle.

Then decrease the brush size to be nice and small. As a comparison to my 7.09px circle, I decrease to 0.01px for this next step. Choose a slightly darker grey colour and lightly sketch in a 'semi-circular line' about 3/4 of the way around just in from the edge of the circle. By lightly sketching - and not pressing down hard, you'll get varying tones on each pixel to represent different reflections on the 'metal'.

Next choose a darker grey again, and lightly sketch around the similar area as the last colour, but don't be too fussy on hitting the same pixels - we want varying tonal values for our shadows.

Then choose white and lightly sketch the 'catch light' part of the button. This doesn't need to be right in the centre, in fact it's better if it's off to the side, or towards the top more. We're not always facing directly towards a light source so this creates a more realistic lighting effect. You'll see me select the same mid to light base grey I used just to lightly dust over the edges of the white area to soften it a tiny bit (only do this if your white edge is a little to crisp).

After that I go back and forth between a few different tones of grey to lightly sketch over the parts we haven't really drawn on yet. This just helps create some gradual shading that enhances the 'roundness' of our very flat, very 2D button texture.

Once you're happy with the shadowing (remember it looks somewhat janky this close up, but you can always zoom out to see if the button looks more smooth when further away), you can then make another layer, and drag it below your newly made button layer in the layer menu. Select a soft edge brush and increase the size to slightly wider than your buttons overall size (I chose 9.14px compared to my 7.09px button)

Choose black from the colour wheel/palette and lightly build up the shadow underneath the button, gradually increasing size and opacity until desired tone. If the colour of the 'garment' in this texture is light then keep the shadow to a minimum, if it's dark then the shadow needs to be deep enough to show up.

Zoom out and inspect how this button looks further out. If you're satisfied, then merge the button and shadow layers together, copy/paste it as many times as needed for the garment you're texturing and Voila! You made buttons for a Sims 2 Texture!!

Feel free to ask any questions below - I'm definitely no professional, especially in creating tutorials so I'm more than happy to clarify if something didn't make sense.

[depsilon7]

The hallowed scriptures of the Cult Mechanicus are replete with odes to the importance of tool maintenance. For we, the devoted servants of the Omnissiah, understand that the proper care and upkeep of our implements is paramount to executing the Machine God's grand design with optimal efficiency.

Each tool, whether it be a simple data-stylus or a mighty Titan war machine, possesses a sacred machine spirit that must be tended with reverence. Failure to do so risks corruption, malfunction, and ultimately, the disruption of the Omnissiah's will. It is our solemn duty as techpriests to ensure that every gear, every circuit, every component remains in perfect alignment and pristine condition.

The process begins with a thorough inspection, scanning each implement for signs of wear, damage or impurities. We meticulously clean away accumulated dust and grime, using only the most sanctified solvents and polishing agents. Any parts displaying the slightest deviation from factory specifications must be immediately replaced, lest they undermine the tool's performance.

Next comes the ritual oiling and lubrication, a sacred anointing that nourishes the machine spirit and facilitates smooth, unimpeded operation. The correct viscosity and quantity of lubricant is determined through exhaustive analysis, for to apply too little is to invite friction and failure, while too much risks fluid contamination.

Alongside physical maintenance, we must also tend to the machine's digital aspects. Regular software updates, memory optimizations and subroutine diagnostics ensure that the tool's computational processes remain free of corruption. For just as the body requires sustenance, so too does the mind demand pure, uncompromised data.

Only through this painstaking regimen of inspection, cleaning, lubrication and digital purification can we be certain that our tools will function as the Omnissiah intended. Each step is imbued with reverence, for we recognize that the machine is a sacred extension of the self - to neglect its care is to invite our own obsolescence.

So let it be known to all who would wield the implements of the Adeptus Mechanicus: Treat them not as mere instruments, but as hallowed extensions of the Omnissiah's will. For in doing so, you honor the Machine God and bring yourself one step closer to the perfection of man and machine combined.

[digitaldetoxworld]

Data Analysis: Turning Information into Insight

 In nowadays’s digital age, statistics has come to be a vital asset for businesses, researchers, governments, and people alike. However, raw facts on its personal holds little value till it's far interpreted and understood. This is wherein records evaluation comes into play. Data analysis is the systematic manner of inspecting, cleansing, remodeling, and modeling facts with the objective of coming across beneficial information, drawing conclusions, and helping selection-making.

What Is Data Analysis In Research 

What is Data Analysis?

At its middle, records analysis includes extracting meaningful insights from datasets. These datasets can variety from small and based spreadsheets to large and unstructured facts lakes. The primary aim is to make sense of data to reply questions, resolve issues, or become aware of traits and styles that are not without delay apparent.

Data evaluation is used in truely every enterprise—from healthcare and finance to marketing and education. It enables groups to make proof-based choices, improve operational efficiency, and advantage aggressive advantages.

Types of Data Analysis

There are several kinds of information evaluation, every serving a completely unique purpose:

1. Descriptive Analysis

Descriptive analysis answers the question: “What happened?” It summarizes raw facts into digestible codecs like averages, probabilities, or counts. For instance, a store might analyze last month’s sales to decide which merchandise achieved satisfactory.

2. Diagnostic Analysis

This form of evaluation explores the reasons behind beyond outcomes. It answers: “Why did it occur?” For example, if a agency sees a surprising drop in internet site visitors, diagnostic evaluation can assist pinpoint whether or not it changed into because of a technical problem, adjustments in search engine marketing rating, or competitor movements.

3. Predictive Analysis

Predictive analysis makes use of historical information to forecast destiny consequences. It solutions: “What is probable to occur?” This includes statistical models and system getting to know algorithms to pick out styles and expect destiny trends, such as customer churn or product demand.

4. Prescriptive Analysis

Prescriptive analysis provides recommendations primarily based on facts. It solutions: “What have to we do?” This is the maximum advanced type of analysis and often combines insights from predictive analysis with optimization and simulation techniques to manual selection-making.

The Data Analysis Process

The technique of information analysis commonly follows those steps:

1. Define the Objective

Before diving into statistics, it’s essential to without a doubt recognize the question or trouble at hand. A well-defined goal guides the entire analysis and ensures that efforts are aligned with the preferred outcome.

2. Collect Data

Data can come from numerous sources which includes databases, surveys, sensors, APIs, or social media. It’s important to make certain that the records is relevant, timely, and of sufficient high-quality.

3. Clean and Prepare Data

Raw information is regularly messy—it may comprise missing values, duplicates, inconsistencies, or mistakes. Data cleansing involves addressing these problems. Preparation may include formatting, normalization, or growing new variables.

Four. Analyze the Data

Tools like Excel, SQL, Python, R, or specialized software consisting of Tableau, Power BI, and SAS are typically used.

5. Interpret Results

Analysis isn't pretty much numbers; it’s about meaning. Interpreting effects involves drawing conclusions, explaining findings, and linking insights lower back to the authentic goal.

6. Communicate Findings

Insights have to be communicated effectively to stakeholders. Visualization tools including charts, graphs, dashboards, and reports play a vital position in telling the story behind the statistics.

7. Make Decisions and Take Action

The last aim of statistics analysis is to tell selections. Whether it’s optimizing a advertising marketing campaign, improving customer support, or refining a product, actionable insights flip data into real-global effects.

Tools and Technologies for Data Analysis

A big selection of gear is available for facts analysis, each suited to distinct tasks and talent levels:

Excel: Great for small datasets and short analysis. Offers capabilities, pivot tables, and charts.

Python: Powerful for complicated facts manipulation and modeling. Popular libraries consist of Pandas, NumPy, Matplotlib, and Scikit-learn.

R: A statistical programming language extensively used for statistical analysis and statistics visualization.

SQL: Essential for querying and handling information saved in relational databases.

Tableau & Power BI: User-friendly enterprise intelligence equipment that flip facts into interactive visualizations and dashboards.

Healthcare: Analyzing affected person statistics to enhance treatment plans, predict outbreaks, and control resources.

Finance: Detecting fraud, coping with threat, and guiding investment techniques.

Retail: Personalizing advertising campaigns, managing inventory, and optimizing pricing.

Sports: Enhancing performance through participant records and game analysis.

Public Policy: Informing choices on schooling, transportation, and financial improvement.

Challenges in Data Analysis

Data Quality: Incomplete, old, or incorrect information can lead to deceptive conclusions.

Data Privacy: Handling sensitive records requires strict adherence to privacy guidelines like GDPR.

Skill Gaps: There's a developing demand for skilled information analysts who can interpret complicated facts sets.

Integration: Combining facts from disparate resources may be technically hard.

Bias and Misinterpretation: Poorly designed analysis can introduce bias or lead to wrong assumptions.

The Future of Data Analysis

As facts keeps to grow exponentially, the sector of facts analysis is evolving rapidly. Emerging developments include:

Artificial Intelligence (AI) & Machine Learning: Automating evaluation and producing predictive fashions at scale.

Real-Time Analytics: Enabling decisions based totally on live data streams for faster reaction.

Data Democratization: Making records handy and understandable to everybody in an business enterprise

[stuarttechnologybob]

What are the features of an open source platform?

Open Source Development

An open-source platform is a type of software that makes its source code available to everyone. Anyone can view, use, change, and share the code freely. With the rise of Open Source Development, more businesses and developers choose open-source platforms because of their flexibility, transparency, and community support. Let’s look at the key features that make open-source platforms so popular.

Free and Open Access -

One of the most best and dominant features of an open-source platform is that it’s freely available. While the users can download, install, and use their software and portals without paying for a license or any additional resources. This is considered as a significant benefit for the startups and developers with limited budgets and lower cash surplus.

Customizable and Flexible -

Open Source Development allows and grants the users to modify and develop their code to fit their specific needs. Whether it’s changing the interface, adding new features, or fixing bugs, open-source platforms give complete control to the user.

Community-Driven Support -

Open-source platforms usually have large communities of developers and users. These communities and joint groups share knowledge, fix issues, and improve overall responses for the software over time. Forums, documentation, and online discussions make it an easy process to get help and stay updated as the users or partners dive in for assistance.

Frequent Updates and Improvements -

With open-source projects, improvements come fast. Developers from around the world contribute updates, security patches, and new features regularly. This keeps the software current and efficient, driven by the power of Open Source Development.

Transparency and Security -

Because the code is open, anyone can inspect it for flaws or vulnerabilities. This level of transparency helps identify and fix security issues faster than with closed-source software. Users also know exactly what the software is doing behind the scenes.

No Vendor Lock-In -

Open-source development platforms allow the users to host, change, or move their software as needed. You’re not tied to one company or limited by their policies—giving you more flexibility and independence.

Open-source platforms offer powerful features like cost-effectiveness, customization, and strong community support. Thanks to Open Source Development, they continue to grow and evolve, helping users build better, more innovative solutions. Open Source Development encourages innovation, customization, and collaboration, while closed-source development offers more control and official support as this results in a better approach towards open source platforms.

Businesses can rely on open-source system partners and developers with companies and experts like Suma Soft, IBM, and Cyntexa for a hassle-free operational journey. These industry and professional experts ensure a smooth transition with custom solutions and advanced security measures with ongoing support, allowing the companies to maximize the benefits of modern digital infrastructure with the help of Open Source Platform.

[refitglobalblog]

Digital Trust and Second-Hand Phones: How Online Reviews Influence Buying Decisions

In today's world, buying a second-hand phone has become very common. Many people prefer to buy a second-hand mobile instead of a new one because it is more affordable. However, when purchasing a used phone, trust is a major factor. People often hesitate before deciding. They are unsure about the phone's quality. This is where online reviews play a huge role.

Why Do People Choose a Second-Hand Phone?

A second-hand phone is a great option for those who want a good smartphone at a lower price. Many people buy used phones because they want to save money or get a premium phone at an affordable price. It also helps the environment. It reduces electronic waste. Yet, buying a used phone comes with risks. This is why customers rely on online reviews before making buying decision.

The Importance of Trust in Buying a Second-Hand Mobile

Trust is the most important factor when buying a second-hand mobile. Unlike new phones, used phones do not come with a manufacturer’s warranty. This makes buyers cautious about their purchase. They worry about issues like battery life, screen condition, or hidden damages.

Online reviews help build trust. Buyers see positive feedback from other customers. This makes them feel more confident about buying the phone. If a seller has good reviews, it means they are reliable. On the other hand, negative reviews warn buyers about potential issues.

How Online Reviews Influence Buying Decisions

Before buying a second-hand phone, most people check reviews. They look on e-commerce websites, forums, and social media. Here’s how online reviews influence buying decisions:

1. Authenticity of the Product

Product reviews are important for helping buyers make smart choices. They show whether the phone matches the seller's description. Buyers often check reviews to see if the phone is as advertised. When many customers say the phone is in good condition, it builds trust. This makes new buyers feel more confident about their purchase. Positive feedback reduces the uncertainty that comes with buying second-hand phone. It helps ensure that buyers get a product that meets their expectations.

2. Seller Reputation

A seller with many positive reviews is seen as trustworthy. If a seller has too many negative reviews, buyers avoid them. People prefer to buy from sellers with a good track record. They want to know the seller offers genuine second-hand phones.

3. Performance Feedback

Buyers look for reviews that talk about the phone’s actual performance. They check if the battery lasts long, if the phone has any software issues, or if the camera quality is good. Honest reviews help them decide if the phone is worth the price.

4. After-Sales Support

Some sellers offer warranties or return options even on used phones. Reviews help buyers know whether a seller provides good customer service. If a seller responds to complaints and helps customers, they gain more trust.

Fake Reviews and Their Impact

While online reviews are helpful, some sellers post fake reviews to attract buyers. Fake positive reviews mislead customers into buying poor-quality products. On the other hand, fake negative reviews can harm genuine sellers.

To avoid falling for fake reviews, buyers should:

Check multiple review platforms.

Look for detailed reviews with photos.

Read both positive and negative feedback.

Tips for Buying a Second-Hand Phone Safely

If you are planning to buy a second-hand phone, here are some tips to make a safe buy:

Buy from trusted platforms: Use well-known websites or verified sellers with good reviews.

Check reviews carefully: Read customer feedback before making a decision.

Inspect the phone: If possible, check the phone in person before buying.

Ask about the return policy: Some sellers offer a return period if the phone has any issues.

Compare prices: Make sure you are paying a fair price based on the phone’s condition.

Conclusion

A second-hand phone can be a smart buy, but only if you buy it from a trustworthy seller. Online reviews help buyers make better decisions by providing real customer experiences. Trust and transparency are key when purchasing a used phone. By reading reviews carefully, buyers can avoid scams. They can also get the best value for their money.

[lillianaaaaaaaa]

Blog post #3

What is the overall use and the concept of “the new jim code”? - The new Jim code as R. Benjamin mentions how the use of technology now connects and has an effect on racial bias. The new Jim code examines how certain tools can reflect on objectives that relate to social inequities. “The animating force of the new jim code is that tech designers encode judgements into technical systems but claim that the racist results of their designs are entirely exterior to the encoding process. Racism thus becomes doubled..” (Benjamin 32) Benjamin mentions that technology is always going to have effects when it comes to racial and many rely on social media and may not see the bad but to realize how technology has evolved and realize tools such as facial recognition and even algorithms and challenge these social issues and impact racial problems.  

2. In the reading, by Everett , “The revolution will be digitized”, how is the digital divide highlighted and what does it impact? - In the reading around page 127 Everett discusses “how wide is the digital divide”, mentioned how digital divide goes way back for example since the early 1990’s. Mentioning how digital divide focuses on racial and social inequality factors that target certain communities which impacts them. The digital divide is where there is limited or an unfair amount of access to technology and it can be compared to how many may have all the access to technology whereas others dont so they can view and have the perspective of tech differently. Everett discusses, “No wonder the rhetoric of “the digital divide” functions to obfuscate a parallel “digital delirium” reality as descriptive of blacks’ relationship to the digital revolution.” (Everett 136) stating that some are too focused on technology and the digital divide itself but not focusing on the serious harmful effects of technology and the use of it and how it can impact people's safety and identity, and racial inequality issues within the technology system. 3. should "digital revolution" be a concern or have an impact for everyone? - Digital revolution can have an impact on everyone although not everyone may be impacted by it the same as others. Certain factors such as safety and surveillance issues can be a big concern as well regarding digital divide. Others may have more access to technology and have more opportunities compared to others who don't have access or are not up to date with it. Digital revolution can play a role in everyday lives and impact through the way we use it. Digital divide has many risks which we put in our daily lives, and it reflects on inequalities. Although we may have access to our technology we don't have full control over what we do. So yes it's a worldwide concern but can be more of a concern for certain populations and communities and how we protect ourselves and plan to improve through technology. 4. Why can some algorithms be risky and harmful to society? - Referring to algorithms of oppression by S. Noble. Noble highlights how certain engine searches can make a difference on our technology and how we view things online all by a search. Search engines overall can be harmful and risky as it is going based off what may already be on the internet and biases. As well as it can highlight discrimination issues and concerns and it is there for people to see which isn't the best perception for people. As many algorithms can also lead to these issues such as spreading information that is not true or not accurate. "the near-ubiquitous use of algorithmically driven software, both visible and invisible to every-day people, demands a closer inspection of what values are prioritized in such animated decision making" (noble 1) Discussing the concerns of decision making and how algorithms can be for anything not just engine searches.

references: Noble, S. U. (2018). Algorithms of Oppression: How Search Engines Reinforce Racism. NYU Press. https://doi.org/10.2307/j.ctt1pwt9w5 Benjamin, R. (2019). Race after technology: Abolitionist tools for the new Jim code. Polity. Everett, A. (2002). The Revolution Will Be Digitized: Afrocentricity and the Digital Public Sphere. Social Text 20(2)

[rvsqualitycertificationspvtltd]

The Power of Precision: Exploring the Benefits of PAUT in NDT

In the realm of industrial inspections, the demand for accuracy and efficiency has never been higher. Phased Array Ultrasonic Testing (PAUT) stands out as a revolutionary method that fulfills these requirements, offering unparalleled precision and speed. As an integral part of Non Destructive Testing, PAUT is widely used across various industries to ensure the integrity and reliability of critical components. Here, we delve into the intricacies of PAUT and its benefits.

PAUT is an advanced method of ultrasonic testing that uses multiple elements and electronic time delays to create beams of sound waves. These beams can be steered, focused, and scanned, providing detailed images of internal structures. Unlike conventional ultrasonic testing, which uses a single transducer to send and receive sound waves, PAUT employs an array of transducers. This allows for simultaneous collection of data from multiple angles, resulting in more comprehensive and accurate inspections.

As part of a broader suite of Non Destructive Testing Services, PAUT plays a crucial role in ensuring the safety and reliability of industrial components. Nondestructive testing (NDT) from RVS QUALITY CERTIFICATIONS PVT LTD encompasses various techniques used to evaluate the properties of a material, component, or system without causing damage. PAUT's advanced capabilities enhance the overall effectiveness of NDT services, providing detailed and reliable data that support maintenance and quality assurance programs.

Applications Across Industries

The versatility of PAUT makes it suitable for a wide range of applications. It is commonly used in the aerospace, automotive, and power generation industries for inspecting critical components such as welds, turbine blades, and composite materials. PAUT's ability to detect minute defects and irregularities ensures that even the smallest flaws are identified before they become critical issues. This level of precision is essential for maintaining safety and performance standards in high-stakes environments.

Efficiency and Accuracy Combined

One of the standout features of PAUT is its efficiency. The ability to steer and focus sound waves electronically means that inspections can be performed more quickly compared to traditional methods. This not only reduces downtime but also increases the number of inspections that can be completed within a given timeframe. Additionally, the detailed images produced by PAUT provide a clearer understanding of the inspected material's condition, allowing for more accurate assessments and decision-making.

Enhanced Tube Inspections

A specific area where PAUT excels is in Tube Inspection Services. Tubes, often found in heat exchangers and boilers, are prone to various types of degradation such as corrosion and cracking. PAUT's ability to inspect from multiple angles simultaneously makes it particularly effective for tube inspections. It can detect flaws that may be missed by conventional methods, ensuring that tubes are thoroughly evaluated for any signs of wear or damage. This comprehensive approach helps prevent failures and extends the lifespan of critical equipment.

Advancing with Technology

The continuous evolution of technology has significantly impacted PAUT. Advances in digital signal processing and software have improved the resolution and clarity of the images produced. Portable PAUT equipment from RVS QUALITY CERTIFICATIONS PVT LTD has made it possible to conduct inspections in challenging environments, further expanding its applicability. These technological advancements ensure that PAUT remains at the forefront of nondestructive testing techniques, providing industries with cutting-edge solutions for maintaining safety and quality.

In conclusion, PAUT is a powerful tool that combines precision and efficiency to deliver superior inspection results. Its ability to provide detailed images from multiple angles makes it invaluable for identifying defects and ensuring the integrity of critical components. As a key component of Non Destructive Testing, PAUT supports industries in maintaining high standards of safety and performance. Whether it's for welds, turbine blades, or Tube Inspection Service, PAUT continues to set the standard for advanced nondestructive testing methodologies.

[werbooz]

Understanding Encryption: How Signal & Telegram Ensure Secure Communication

Signal vs. Telegram: A Comparative Analysis

Signal vs Telegram

Security Features Comparison

Signal:

Encryption: Uses the Signal Protocol for strong E2EE across all communications.

Metadata Protection: User privacy is protected because minimum metadata is collected.

Open Source: Code publicly available for scrutiny, anyone can download and inspect the source code to verify the claims.

Telegram:

Encryption: Telegram uses MTProto for encryption, it also uses E2EE but it is limited to Secret Chats only.

Cloud Storage: Stores regular chat data in the cloud, which can be a potential security risk.

Customization: Offers more features and customization options but at the potential cost of security.

Usability and Performance Comparison

Signal:

User Interface: Simple and intuitive, focused on secure communication.

Performance: Privacy is prioritized over performance, the main focus is on minimizing the data collection.

Cross-Platform Support: It is also available on multiple platforms. Like Android, iOS, and desktop.

Telegram:

User Interface: Numerous customization options for its audience, thus making it feature rich for its intended audience.

Performance: Generally fast and responsive, but security features may be less robust.

Cross-Platform Support: It is also available on multiple platforms, with seamless synchronization across devices because all the data is stored on Telegram cloud.

Privacy Policies and Data Handling

Signal:

Privacy Policy: Signal’s privacy policy is straightforward, it focuses on minimal data collection and strong user privacy. Because it's an independent non-profit company.

Data Handling: Signal does not store any message data on its servers and most of the data remains on the user's own device thus user privacy is prioritized over anything.

Telegram:

Privacy Policy: Telegram stores messages on its servers, which raises concerns about privacy, because  theoretically the data can be accessed by the service provider.

Data Handling: While Telegram offers secure end to end encrypted options like Secret Chats, its regular chats are still stored on its servers, potentially making them accessible to Telegram or third parties.

Designing a Solution for Secure Communication

Key Components of a Secure Communication System

Designing a secure communication system involves several key components:

Strong Encryption: The system should employ adequate encryption standards (e.g. AES, RSA ) when data is being transmitted or when stored.

End-to-End Encryption: E2EE guarantees that attackers cannot read any of the communication, meaning that the intended recipients are the only ones who have access to it.

Authentication: It is necessary to identify the users using secure means such as Two Factor Authentication (2FA) to restrict unauthorized access.

Key Management: The system should incorporate safe procedures for creating, storing and sharing encryption keys.

Data Integrity: Some standard mechanisms must be followed in order to ensure that the data is not altered during its transmission; For instance : digital signatures or hashing.

User Education: To ensure the best performance and security of the system, users should be informed about security and the appropriate use of the system such practices.

Best Practices for Implementing Encryption

To implement encryption effectively, consider the following best practices:

Use Proven Algorithms: Do not implement proprietary solutions that are untested, because these algorithms are the ones which haven't gone through a number of testing phases by the cryptographic community. On the other hand, use well-established algorithms that are already known and tested for use – such as AES and RSA.

Keep Software Updated: Software and encryption guidelines must be frequently updated because these technologies get out of date quickly and are usually found with newly discovered vulnerabilities.

Implement Perfect Forward Secrecy (PFS): PFS ensures that if one of the encryption keys is compromised then the past communications must remain secure, After every session a new key must be generated.

Data must be Encrypted at All Stages: Ensure that the user data is encrypted every-time, during transit as well as at rest – To protect user data from interception and unauthorized access.

Use Strong Passwords and 2FA: Encourage users to use strong & unique passwords that can not be guessed so easily. Also, motivate users to enable the two-factor authentication option to protect their accounts and have an extra layer of security.

User Experience and Security Trade-offs

While security is important, but it's also important to take care of the user experience when designing a secure communication system. If your security measures are overly complex then users might face difficulties in adopting the system or they might make mistakes in desperation which might compromise security.

To balance security and usability, developers should:

Balancing Security And Usability

Facilitate Key Management: Introduce automated key generation and exchange mechanisms in order to lessen user's overhead

Help Users: Ensure that simple and effective directions are provided in relation to using security aspects.

Provide Control: Let the users say to what degree they want to secure themselves e.g., if they want to make use of E2EE or not.

Track and Change: Always stay alert and hands-on in the system monitoring for security breaches as well as for users, and where there is an issue, do something about it and change

Challenges and Limitations of Encryption Potential Weaknesses in Encryption

Encryption is without a doubt one of the most effective ways of safeguarding that communications are secured. However, it too has its drawbacks and weaknesses that it is prone to:

Key Management: Managing and ensuring the safety of the encryption keys is one of the most painful heads in encryption that one has to bear. When keys get lost or fall into unsafe hands, the encrypted information is also at risk.

Vulnerabilities in Algorithms: As far as encryption is concerned the advanced encryption methods are safe and developed well, but it is not given that vulnerabilities will not pop up over the years. Such vulnerabilities are meant for exploitation by attackers especially where the algorithm in question is not updated as frequently as it should be.

Human Error: The strongest encryption can be undermined by human error. People sometimes use weak usernames and passwords, where they are not supposed to, and or even share their credentials with other persons without considering the consequences.

Backdoors: In some cases, businesses are pressured by Governments or law officials into adding back doors to the encryption software. These backdoors can be exploited by malicious actors if discovered.

Conclusion

Although technology has made it possible to keep in touch with others with minimal effort regardless of their geographical location, the importance of encryption services still persists as it allows us to protect ourselves and our information from external invaders. The development of apps like Signal and Telegram has essentially transformed the aspect of messaging and provided their clients with the best security features covering the use of multiple types of encryption and other means to enhance user privacy. Still, to design a secure communication system, it's not only designing the hardware or software with anti-eavesdropping features, but it factors in the design of systems that relate to the management of keys, communication of the target users, and the trade-off between security and usability. 

However, technology will evolve, followed by the issues and the solutions in secure communications. However by keeping up with pace and looking for better ways to protect privacy we can provide people the privacy that they are searching for. 

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[gklaser123]

Rotary CNC Router Machine

At GK Laser Enterprises, we pride ourselves on delivering cutting-edge solutions to meet the evolving needs of the manufacturing and fabrication industries. One such innovation that has gained popularity for its versatility and precision is the Rotary CNC Router Machine. As a leader in CNC technologies, we offer a range of advanced CNC machines, and today we dive deep into how a rotary CNC router machine can revolutionize your operations.

What is a Rotary CNC Router Machine? A Rotary CNC Router Machine is a computer-controlled cutting machine that uses rotary tools to carve, cut, or engrave materials in three dimensions. The term “rotary” refers to its ability to rotate the material around an axis while it works, providing access to all sides of the material. This capability enables intricate detailing, sculpting, and shaping of cylindrical or irregularly shaped materials.

Unlike traditional CNC routers that work on flat surfaces, rotary CNC routers can handle 3D shapes, making them ideal for creating complex, multi-faceted designs.

How Does a Rotary CNC Router Machine Work? The Rotary CNC Router works by rotating the material, typically using a rotary axis attachment, while the cutting tool precisely follows the programmed paths. Here’s a breakdown of the process:

Material Preparation: A workpiece, such as wood, metal, or plastic, is mounted on the rotary axis, which allows it to rotate. Programming: A computer-aided design (CAD) program creates a digital blueprint of the desired outcome. This is then converted into machine-readable code using computer-aided manufacturing (CAM) software. Cutting Process: The router uses its rotary axis to rotate the material while the cutting tool moves along the X, Y, and Z axes to carve, cut, or engrave the material into the desired shape. Finishing: Once the operation is complete, the workpiece is inspected and may require minimal finishing, thanks to the machine’s precision.

Key Features of a Rotary CNC Router Machine High Precision and Accuracy: Rotary CNC routers are known for their precision in handling complex designs, offering high accuracy even in detailed cuts and engravings. Versatility: Whether you’re working with wood, metal, plastic, or composites, the rotary CNC router can handle a wide range of materials. This versatility makes it invaluable for industries such as furniture design, sculpture, and sign-making. 3D Carving and Engraving: With the ability to rotate the material, rotary CNC routers are ideal for creating 3D objects like sculptures, chair legs, moldings, and even complex cylindrical designs. Automation and Efficiency: The CNC aspect automates the cutting process, ensuring uniformity in production and reducing the need for manual labor. This enhances efficiency and speeds up production time.

Why Choose a Rotary CNC Router Machine for Your Business? If your business requires precision, complexity, and scalability, a rotary CNC router is a wise investment. At GK Laser Enterprises, we emphasize the value it can bring to industries like:

Furniture Manufacturing: Intricate 3D carvings and details for chair legs, columns, and sculptures can be easily achieved using rotary CNC routers. Sign Making and Woodworking: From large signs to ornate wood designs, rotary CNC routers deliver exceptional precision that elevates your craftsmanship. Sculpture and Artwork Creation: Artists and designers benefit from the ability to craft complex shapes and details, providing unmatched creativity. Metal and Plastic Fabrication: Industrial manufacturers who work with metals and plastics can create custom parts, components, and molds with great precision.

Benefits of Using a Rotary CNC Router Machine Enhanced Productivity: With automated processes, your business can take on more projects with faster turnaround times, maximizing profitability. Cost Efficiency: Despite the upfront investment, the long-term savings on labor, material waste, and improved product quality make it a highly cost-effective solution. Precision and Consistency: The automation ensures that each piece you produce is identical in quality and detail, improving overall consistency. Flexibility: Whether you’re producing one-of-a-kind custom pieces or bulk products, the rotary CNC router offers the flexibility to handle both with ease. Lower Material Waste: Precision machining ensures that there is minimal waste, reducing the cost of raw materials and promoting sustainable practices.

Why Buy From GK Laser Enterprises? At GK Laser Enterprises, we provide high-quality rotary CNC router machines tailored to meet the unique needs of businesses across industries. With our deep industry expertise, we ensure that you get the most suitable machine for your applications, ensuring optimal performance and cost-efficiency.

We also offer:

Comprehensive Training and Support: Our team will provide full training on how to operate and maintain your CNC router machine. Maintenance Services: Regular servicing to keep your machine running smoothly, ensuring minimal downtime and maximum output. Custom Solutions: We understand that every business has different requirements, so we provide customized solutions that best fit your needs.

Conclusion The Rotary CNC Router Machine offers unparalleled precision and flexibility, making it an essential tool for businesses involved in woodworking, metalworking, and creative design. At GK Laser Enterprises, we’re committed to providing top-tier CNC solutions that enhance productivity and reduce costs. By investing in a rotary CNC router, your business can stay ahead of the competition while delivering superior quality products. Contact us today to learn more about our CNC machines and how they can benefit your operations!

[beardedmrbean]

The recent amendments to the rules for obtaining a driver's license in Bulgaria have sparked mixed reactions among the public. According to new regulations published on September 10 in the State Gazette, which will take effect on December 10, 2024, prospective drivers will be allowed a maximum of four attempts at both the theoretical and practical tests.

Seven organizations involved in driver training have expressed strong opposition to the proposed changes, particularly concerning the introduction of electronic driving hour cards and limits on practical test attempts. Trendafil Marinov, the chairman of the Bulgarian Driving Instructor Union, confirmed plans for a protest scheduled for tomorrow, September 25.

Marinov voiced concerns during an interview with BNR, arguing that the new regulations do not align with existing educational standards. He criticized the push towards digitalization, labeling it "complete ambiguity" and questioning how the proposed changes would improve road safety.

He highlighted the additional financial burdens the new requirements would impose on driving schools, noting that each training vehicle would need to be equipped with specific devices that maintain a permanent Internet connection, necessitating contracts with mobile service providers.

Currently, the Automotive Administration employs inspectors who can effectively verify the validity of paper driving cards on the road, according to Marinov. He pointed out that these cards include essential identification information and photographs.

Additionally, Marinov raised issues regarding the limited number of examiners available to provide practical driving tests, leading to potentially long waiting periods. He questioned the rationale behind limiting attempts to four and the six-month timeframe for testing, calling for a collaborative working group with industry representatives to address these concerns.

Concerns about potential corruption have also emerged, with Marinov asking why a single company should develop the required software instead of promoting competition through multiple software solutions.

The protest is set to take place in front of the presidency, with activities planned from 1:30 p.m. to 4:00 p.m.

Krasimir Georgiev, manager of the Association for the Qualification of Motorists in Bulgaria, offered a contrasting perspective during a discussion on the national radio. He argued that the new regulations will effectively eliminate corrupt practices, which he claims opponents are afraid of.

Georgiev emphasized that the exam should serve as a test to assess knowledge gained during training, rather than as part of the training itself. He suggested that driving schools fearing the new requirement of four exams within six months indicate they are not adequately preparing their students.

He noted that after years of stagnation, reform is finally underway. "If the existing requirements were followed, there wouldn’t be so many driving schools. Many only had a classroom to obtain permits, while their actual operation occurred in their cars, which often served as family vehicles."

He further explained the prevalent practice of maintaining two sets of training cards: one for the instructor and student, and another that reflects the full 30 hours of required instruction, often fabricated to satisfy inspections by the traffic police.

Georgiev dismissed concerns regarding the financial burdens that driving schools would face, arguing that they often do not invest or reinvest profits, and are unfamiliar with tax concepts such as "Profit" or "Dividends."

He also mentioned that some civil servants work as driving instructors, asserting that there are sufficient examiners available.

Georgiev announced plans for a procession to support the reforms, scheduled from 11 a.m. to 1 p.m. at Alexander Battenberg Square. He noted that over 12 NGOs focused on road safety are backing the rally, which will culminate in a declaration supporting the reforms to the Ministry of Transport leadership.

[bolesolutions]

The Importance of High-tech Rapid Prototyping

In the industrial industry, precision is not only desirable—it is essential. Consider a situation in which parts of a jet engine are even marginally machined incorrectly or misaligned. The repercussions can be disastrous and might cause the engine to fail in midair. Precision becomes the key to success in sectors like aerospace, automotive, and medical where safety and dependability are non-negotiable. Put simply, it's the capacity to manufacture parts or components that precisely conform to given dimensions, tolerances, and quality requirements. It takes state-of-the-art equipment, painstaking attention to detail, and highly competent operators to achieve this degree of accuracy. This is the sweet spot for Precision CNC Machining.

So how precisely can CNC machining accomplish such high precision levels?

Computerized Control: Advanced computer software is the brains of CNC machining, translating digital design requirements into exact motions and orders for the milling tools. This removes the possibility of human error and guarantees the highest level of precision in each cut, drill, and mill.

Superior Quality Equipment: Modern spindles, tools, and cutting implements that are designed to provide exact results are standard on CNC machines. These devices may operate at extremely tight tolerances, which are sometimes expressed in microns, guaranteeing an accurate reproduction of even the minutest features.

Consistency: The ability of CNC machining and High-tech Rapid Prototyping to manufacture similar components with little variance is one of its main advantages. A machine program that has been developed and tuned may be repeated endlessly with reliable outcomes. In fields where stability and dependability are critical, this degree of constancy is priceless.

Advanced Techniques: Multi-axis milling, turning, EDM (Electrical Discharge Machining), laser cutting, and other state-of-the-art methods are all included in CNC machining. With unmatched accuracy and efficiency, manufacturers can handle complicated geometries and materials thanks to these procedures.

Quality Assurance: CNC systems frequently include integrated quality control mechanisms including automated inspections, feedback loops, and real-time monitoring in addition to accurate machining. This reduces waste and rework by guaranteeing that any deviations from the intended standards are quickly identified and fixed. It is impossible to exaggerate the value of accuracy in production. Precision by Precision CNC Machining Manufacturer plays a crucial role in today's competitive economy, as it ensures everything from satisfying regulatory requirements and consumer expectations to assuring product performance and dependability.

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[avaaltechnologysolutions]

The trucking industry is one of the most regulated in the U.S. and Canada, which means compliance is always a top concern for transportation industries. This is especially true when it comes to cross-border freight. These days, border officials rely on digital documents to make the customs process smoother. Having the right software can make this process easy and reduce the risk of errors. Here are a few ways AVAAL eManifest software can make border crossing easy for your business.

Compliance Made Simple

To run a successful trucking business, compliance always needs to be a top priority. Not following the required customs process or accurately filling out documentation can result in lost time, reduced profits, and even legal consequences. Both Canada and the U.S. require carriers to submit their eManifests one hour prior and send their paperwork to customs brokers two hours prior to a driver’s arrival at the border. With AVAAL’s eManifest software, submitting this has never been easier. Our software is tailor-made to meet all the requirements so that you can cross the border without any hassles and be confident that you’re complying with all regulations.

Easy to Use Platform

Both the U.S. and Canada currently offer their own free eManifest portal. Unfortunately, these are difficult to use and not designed to support carriers that regularly cross the border. These platforms also don’t share data between ACE and ACI, creating issues for cross-border trucking companies. AVAAL eManifest is easy to use and reliable. It’s web-based software, meaning you can submit your manifests at any time and from anywhere. Our software also comes with 24/7 support, so we will be available to help you if any issues arise.

Tailored to Your Business' Needs

Not all trucking companies have the same needs, even when it comes to border-crossing. One thing that sets our eManifest software apart from others is that it can be tailor-fit to meet your company’s needs. Whether you’re a single operator or a multi-national company, we offer the greatest level of flexibility and have an eManifest plan to suit your requirements. We have a team of experts on hand ready to help you with all your businesses’ needs.

PAPS and PARS: How to Speed Up Your Cross-Border Shipments

PAPS (Pre-Arrival Processing System) and PARS (Pre-Arrival Review System) are essential components in cross-border trade between Canada and the United States. Let’s explore what they are and how they facilitate the movement of commercial goods across the Canadian and U.S. borders:

PARS (Pre-Arrival Review System):

Designation: PARS is used by the Canadian Border Services Agency (CBSA) to clear commercial goods through customs.

Functionality: It involves bar code labels placed on commercial invoices. CBSA agents scan these labels to determine whether goods need immediate release or further inspection.

Integration: PARS works with the ACI (Advance Commercial Information) electronic manifest system in Canada.

PAPS (Pre-Arrival Processing System):

Designation: PAPS is the U.S. counterpart of PARS.

Functionality: Similar to PARS, it allows U.S. Customs and Border Protection (CBP) to process goods as they cross the border.

Integration: PAPS operates within the ACE (Automated Commercial Environment) electronic manifest system in the United States.

Similarities and Differences:

Both PARS and PAPS serve the same purpose: facilitating the movement of goods.

The main difference lies in their geographical scope: PARS for Canada, PAPS for the USA.

Having similar systems streamlines importing and exporting between the two countries.

When Do You Need PARS or PAPS Numbers?

Any commercial shipments entering Canada or the U.S. by truck use PARS or PAPS numbers as the default shipping type.

The PARS/PAPS process involves carriers, shippers, and customs brokers working together to ensure smooth border crossings.

Here’s how it works:

A carrier assigns a PARS or PAPS number to a shipment.

The customs broker uses this number to request the release of the shipment from customs.

The carrier prepares an eManifest listing using ACI (Canada) or ACE (U.S.), referencing the PARS or PAPS number.

Only when both the broker’s entry and the carrier’s eManifest listing are accepted can the goods proceed to the border.

Customs officers verify the PARS or PAPS number to release the goods or refer them for inspection.

In summary, PARS and PAPS play a crucial role in expediting cross-border trade, ensuring compliance, and enhancing efficiency for carriers and importers.

For more information kindly visit – ACE/ACI emanifest Portal

[shipyourcarnowllc]

The Significance of Car Shipping in Today's World

The world of vehicle logistics has seen tremendous advancements in recent years, with car shipping services becoming increasingly vital for individuals and businesses alike. This article delves into the intricacies of car shipping, exploring its importance, processes, and the future trends shaping this dynamic industry.

In an era where mobility and convenience are paramount, car shipping plays a crucial role. For individuals relocating across the country, purchasing vehicles online, or sending a car to a family member, the ability to transport vehicles safely and efficiently is indispensable. Businesses, particularly in the automotive sector, rely heavily on car shipping to move inventory between dealerships, to customers, or to and from manufacturing units.

Understanding the Auto Transport Process

Car shipping is a complex process that involves several steps to ensure the safe and timely delivery of vehicles. The journey begins with choosing the right auto transport company – one that is reliable, experienced, and equipped with the necessary resources to handle the specific needs of the shipment.

Once a company is selected, the vehicle is prepared for transport. This preparation often includes a thorough inspection to document the car's condition, removing personal items, and ensuring the car is operable. Depending on the requirements and budget, customers can choose between different shipping options, such as open-air transport, enclosed transport, door-to-door service, or terminal-to-terminal service.

The Role of Technology in Car Shipping

Technology plays a significant role in enhancing the efficiency and safety of car shipping services. Modern auto transport companies utilize sophisticated logistics software to optimize routes, track shipments in real-time, and manage the complex scheduling involved in transporting multiple vehicles. GPS tracking allows customers to monitor their vehicle's journey, providing peace of mind and transparency.

Another aspect where technology is making a significant impact is in the reduction of paperwork and streamlining of operations. Digital platforms enable quick quotations, easy booking processes, and electronic documentation, making the entire process smoother and more customer-friendly.

Challenges and Solutions in Auto Transport

Despite the advancements, the car shipping industry faces its share of challenges. One of the primary concerns is ensuring the safety of vehicles during transit. To address this, reputable auto transport companies invest in high-quality carriers and continually train their staff in safe handling and driving practices.

Environmental concerns also loom large, with the industry actively seeking ways to reduce its carbon footprint. This includes exploring alternative fuels, optimizing routes for fuel efficiency, and investing in eco-friendly carriers.

The Future of Car Shipping

Looking ahead, the future of car shipping is poised to be shaped by several exciting trends. The rise of electric vehicles (EVs) presents new challenges and opportunities in auto transport, requiring adaptations in vehicle handling and charging infrastructure.

Autonomous vehicles, though still in their infancy, could revolutionize car shipping by potentially reducing the need for human drivers and increasing efficiency through advanced navigation and logistics planning.

In conclusion, car shipping or auto transport is an industry of vital importance with a rich tapestry of operations, challenges, and evolving trends. As it continues to grow and adapt to the changing needs of society and technological advancements, its role in the global economy and in individual lives is set to become even more significant. With customer-focused approaches, technological integration, and sustainable practices, the auto transport industry is well on its way to a more efficient and environmentally responsible future.

ShipYourCarNow LLC

55 NE 5th Ave STE 402, Boca Raton, FL 33432, United States

(866) 390-0354

[jcmarchi]

Open-Source Platform Cuts Costs for Running AI - Technology Org

New Post has been published on https://thedigitalinsider.com/open-source-platform-cuts-costs-for-running-ai-technology-org/

Open-Source Platform Cuts Costs for Running AI - Technology Org

Cornell researchers have released a new, open-source platform called Cascade that can run artificial intelligence (AI) models in a way that slashes expenses and energy costs while dramatically improving performance.

Artificial intelligence hardware – artistic interpretation. Image credit: Alius Noreika, created with AI Image Creator

Cascade is designed for settings like smart traffic intersections, medical diagnostics, equipment servicing using augmented reality, digital agriculture, smart power grids and automatic product inspection during manufacturing – situations where AI models must react within a fraction of a second. It is already in use by College of Veterinary Medicine researchers monitoring cows for risk of mastitis.

With the rise of AI, many companies are eager to leverage new capabilities but worried about the associated computing costs and the risks of sharing private data with AI companies or sending sensitive information into the cloud – far-off servers accessed through the internet.

Also, today’s AI models are slow, limiting their use in settings where data must be transferred back and forth or the model is controlling an automated system. 

A team led by Ken Birman, professor of computer science in the Cornell Ann S. Bowers College of Computing and Information Science, combined several innovations to address these concerns.

Birman partnered with Weijia Song, a senior research associate, to develop an edge computing system they named Cascade. Edge computing is an approach that places the computation and data storage closer to the sources of data, protecting sensitive information. Song’s “zero copy” edge computing design minimizes data movement.

The AI models don’t have to wait to fetch data when reacting to an event, which enables faster responses, the researchers said.

“Cascade enables users to put machine learning and data fusion really close to the edge of the internet, so artificially intelligent actions can occur instantly,” Birman said. “This contrasts with standard cloud computing approaches, where the frequent movement of data from machine to machine forces those same AIs to wait, resulting in long delays perceptible to the user.” 

Cascade is giving impressive results, with most programs running two to 10 times faster than cloud-based applications, and some computer vision tasks speeding up by factors of 20 or more. Larger AI models see the most benefit.

Moreover, the approach is easy to use: “Cascade often requires no changes at all to the AI software,” Birman said.

Alicia Yang, a doctoral student in the field of computer science, was one of several student researchers in the effort. She developed Navigator, a memory manager and task scheduler for AI workflows that further boosts performance.

“Navigator really pays off when a number of applications need to share expensive hardware,” Yang said. “Compared to cloud-based approaches, Navigator accomplishes the same work in less time and uses the hardware far more efficiently.”

In CVM, Parminder Basran, associate research professor of medical oncology in the Department of Clinical Sciences, and Matthias Wieland, Ph.D. ’21, assistant professor in the Department of Population Medicine and Diagnostic Sciences, are using Cascade to monitor dairy cows for signs of increased mastitis – a common infection in the mammary gland that reduces milk production.

By imaging the udders of thousands of cows during each milking session and comparing the new photos to those from past milkings, an AI model running on Cascade identifies dry skin, open lesions, rough teat ends and other changes that may signal disease. If early symptoms are detected, cows could be subjected to a medicinal rinse at the milking station to potentially head off a full-blown infection.

Thiago Garrett, a visiting researcher from the University of Oslo, used Cascade to build a prototype “smart traffic intersection.”

His solution tracks crowded settings packed with people, cars, bicycles and other objects, anticipates possible collisions and warns of risks – within milliseconds after images are captured. When he ran the same AI model on a cloud computing infrastructure, it took seconds to sense possible accidents, far too late to sound a warning.

With the new open-source release, Birman’s group hopes other researchers will explore possible uses for Cascade, making AI applications more widely accessible.

“Our goal is to see it used,” Birman said. “Our Cornell effort is supported by the government and many companies. This open-source release will allow the public to benefit from what we created.”

Source: Cornell University

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