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MacBook Air M2 is Nearly Perfect

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Best Value for Money: M2 MacBook Air

Although Apple released the M3-chipped MacBook Air last year, for my money, the M2 MacBook Air represents far better value for money – especially when there’s $200 knocked off the price!

Discount Alert!

Right now you can get the 2022, 13-inch MacBook Air down from $999 to $799 over at Best Buy.

Key Specifications

This is the 16GB RAM, 256GB storage model, and it’s worth repeating, it’s the 13-inch, not the 15-inch model.

A Perfect Fit

I’ve used this MacBook before, and it’s perfect for someone who wants to take their work with them, whether that’s to a lecture, a cafe or an office.

Who is it for?

Let me be clear who I think this laptop would be ideal for:

Students

It’s perfect for students who need a reliable and portable laptop for their studies.

Creatives on a Budget

It’s also ideal for creatives who are on a budget but still need a powerful laptop to help them bring their ideas to life.

Why it’s our Top Pick

That’s why it is currently my top pick of the best student laptops. It’s also our first MacBook pick for the best laptops for Cricut, so crafters can rejoice!

Compare and Shop

Located elsewhere or interested in comparing with other options? See all of today’s best MacBook Air prices in your region below.

Conclusion

In conclusion, the M2 MacBook Air is an excellent choice for anyone looking for a powerful and portable laptop at an affordable price. With its 13-inch display, 16GB RAM, and 256GB storage, it’s perfect for students and creatives on a budget.

FAQs

Q: Is the M2 MacBook Air available in different storage sizes?

A: Yes, the M2 MacBook Air is available in 256GB, 512GB, and 1TB storage sizes.

Q: Can I upgrade the storage on the M2 MacBook Air?

A: No, the storage on the M2 MacBook Air is not upgradable.

Q: Does the M2 MacBook Air have a CD/DVD drive?

A: No, the M2 MacBook Air does not have a CD/DVD drive.

Q: Is the M2 MacBook Air compatible with Cricut?

A: Yes, the M2 MacBook Air is compatible with Cricut, making it an excellent choice for crafters and designers.

Implementing RAG with AWS Hybrid and Edge Services

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Solution Overview

For organizations processing or storing sensitive information such as personally identifiable information (PII), customers have asked for AWS Global Infrastructure to address these specific localities, including mechanisms to ensure that data is being stored and processed in compliance with local laws and regulations. Through AWS hybrid and edge services such as Local Zones and Outposts, you can benefit from the scalability and flexibility of the AWS Cloud with the low latency and local processing capabilities of an on-premises (or localized) infrastructure. This hybrid approach allows organizations to run applications and process data closer to the source, reducing latency, improving responsiveness for time-sensitive workloads, and adhering to data regulations.

Fully Local RAG

For the deployment of a large language model (LLM) in a RAG use case on an Outposts rack, the LLM will be self-hosted on a G4dn instance and knowledge bases will be created on the Outpost rack, using either Amazon Elastic Block Storage (Amazon EBS) or Amazon S3 on Outposts. The documents uploaded to the knowledge base on the rack might be private and sensitive documents, so they won’t be transferred to the AWS Region and will remain completely local on the Outpost rack. You can use a local vector database either hosted on Amazon Elastic Compute Cloud (Amazon EC2) or using Amazon Relational Database Service (Amazon RDS) for PostgreSQL on the Outpost rack with the pgvector extension to store embeddings.

Hybrid RAG

Certain customers are required by data protection or privacy regulations to keep their data within specific state boundaries. To align with these requirements and still use such data for generative AI, customers with hybrid and edge environments need to host their FMs in both a Region and at the edge. This setup enables you to use data for generative purposes and remain compliant with security regulations. To orchestrate the behavior of such a distributed system, you need a system that can understand the nuances of your prompt and direct you to the right FM running in a compliant environment. Amazon Bedrock Agents makes this distributed system in hybrid systems possible.

Fully Local RAG: Solution Deep Dive

To start, you need to configure your virtual private cloud (VPC) with an edge subnet on the Outpost rack. To create an edge subnet on the Outpost, you need to find the Outpost Amazon Resource Name (ARN) on which you want to create the subnet, as well as the Availability Zone of the Outpost. After you create the internet gateway, route tables, and subnet associations, launch a series of EC2 instances on the Outpost rack to run your RAG application, including the following components.

Hybrid RAG: Solution Deep Dive

To create the additional edge-specific action group, the new OpenAPI schema must reflect the new action, hybrid_rag with a detailed description, structure, and parameters that define the action in the action group as an API operation specifically focused on a data domain only available in a specific edge location.

Conclusion

In this post, we demonstrated how to extend Amazon Bedrock Agents to AWS hybrid and edge services, such as Local Zones or Outposts, to build distributed RAG applications in highly regulated industries subject to data residency requirements. Moreover, for 100% local deployments to align with the most stringent data residency requirements, we presented architectures converging the knowledge base, compute, and LLM within the Outposts hardware itself.

FAQs

Q: What is the purpose of Amazon Bedrock Agents?
A: Amazon Bedrock Agents enables you to build and configure autonomous agents in your application. Agents orchestrate interactions between FMs, data sources, software applications, and user conversations.

Q: What is the difference between fully local RAG and hybrid RAG?
A: Fully local RAG is a deployment where the LLM and knowledge base are hosted on the Outpost rack, whereas hybrid RAG is a deployment where the LLM is hosted in a Region and the knowledge base is hosted on the Outpost rack.

Q: What is the benefit of using AWS hybrid and edge services?
A: AWS hybrid and edge services provide scalability and flexibility of the AWS Cloud with the low latency and local processing capabilities of an on-premises (or localized) infrastructure.

Federal Land Opened to AI Data Centers

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President Biden’s Final Push in AI Industry

Last-Minute Executive Order on AI Industry

With less than a week left in office, President Joe Biden is not done leaving his mark on the AI industry. President Biden issued an executive order on Tuesday that will allow private sector AI companies to lease federal sites owned by the Department of Defense and Department of Energy in order to build AI data centers.

Leasing Federal Sites for AI Data Centers

Companies that build data centers on these sites will be required to bring online enough clean energy resources to match the electricity needed to power the data centers. This is not a grant program, and AI companies that build data centers on these federal sites will need to pay the full cost to build, operate, and maintain them.

Strengthening U.S. Global Leadership on AI

The White House stated that this order is meant to strengthen and secure the U.S.’s global leadership on AI and prevent domestic AI companies from depending on other countries to access AI tools and infrastructure. The proper resources will be awarded for these departments to ensure they can inspect and approve bids for federal sites quickly and efficiently.

The Emphasis on Renewable Energy

The executive order’s emphasis on renewable energy is notable. Data centers currently consume 4% of all the U.S.’s power, according to the Electric Power Research Institute, and that figure is expected to grow to 9% by the end of the decade. Overall, data center power demand is expected to double over the next five years, according to a report by JLL.

Recent Developments in AI Industry

This executive order comes just one day after the Biden Administration announced a new set of rules and guidelines regarding AI chip exports that imposed further restrictions on a number of countries, including adversaries like China and Russia, while also imposing a 50,000 chip quota for the majority of the rest of the world.

A Note of Caution

The caveat is that these orders come just a week before Donald Trump returns to the presidency, where he is expected to reverse a lot of Biden administration policies.

Conclusion

President Biden’s final push in the AI industry is a significant move to strengthen the U.S.’s global leadership and promote the use of renewable energy in data centers. While this executive order is a step in the right direction, it remains to be seen how it will be received by the next administration.

FAQs

Q: What does the executive order allow?

A: The executive order allows private sector AI companies to lease federal sites owned by the Department of Defense and Department of Energy to build AI data centers.

Q: What are the requirements for AI companies building data centers on these federal sites?

A: AI companies will need to bring online enough clean energy resources to match the electricity needed to power the data centers and pay the full cost to build, operate, and maintain them.

Q: What is the purpose of the executive order?

A: The purpose of the executive order is to strengthen and secure the U.S.’s global leadership on AI and prevent domestic AI companies from depending on other countries to access AI tools and infrastructure.

Taming the Beast: 7 Ways I Tested the Honor Magic 7 Lite

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Honor Magic 7 Lite: A Durable and Affordable Smartphone

The Honor Magic 7 Lite is the latest smartphone from Honor, marketed as an ultra-tough yet affordable phone with a triple-defence premium titanium design and features like AI, a capable camera unit, and intuitive MagicOS software.

Durability Testing

To test the Honor Magic 7 Lite’s durability, I received a mysterious bag of tools and strict instructions for the ‘Not so Fragile’ challenge. This involved scratching the phone display, dropping the device from a hefty height, using it as a tool for cooking, and leaving it in a freezer to name a few scenarios. Let’s take a look at how I actually tested the phone in the video below.

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(Image credit: Future)

Key Features

  • AI tools and features that are genuinely helpful
  • 108MP OIS camera that is surprisingly powerful and sharp for a phone at this price point (£399 / €369)
  • Ultra-bounce and anti-drop technology, withstanding drops from as high as 2 meters
  • IP69 resistance rating, withstanding exposure to water and dust
  • 6,600mAh battery capacity, with a long-lasting battery life

Conclusion

The Honor Magic 7 Lite is a durable and affordable smartphone that offers a lot of value for its price. With its triple-defence premium titanium design, AI tools, and capable camera unit, it’s a great option for those looking for a rugged phone that can handle anything they throw at it. Whether you’re a construction worker, thrill-seeker, or adventurer, the Honor Magic 7 Lite is definitely worth considering.

FAQs

Q: How durable is the Honor Magic 7 Lite?
A: The Honor Magic 7 Lite is designed with ultra-bounce and anti-drop technology, withstanding drops from as high as 2 meters and exposure to water and dust with its IP69 resistance rating.

Q: Is the camera unit capable?
A: Yes, the Honor Magic 7 Lite has a 108MP OIS camera that is surprisingly powerful and sharp for a phone at this price point.

Q: How long does the battery last?
A: The Honor Magic 7 Lite has a 6,600mAh battery capacity, with a long-lasting battery life that can last for several days on a single charge.

Q: Is the phone affordable?
A: Yes, the Honor Magic 7 Lite is priced at £399 / €369, making it an affordable option for those looking for a durable and capable smartphone.

Colombian call centre workers’ job perceptions and emotional strategies

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Emotions are not just personal feelings; they also are deeply shaped by cultural, social and economic factors. In the workplace, emotional dynamics often reveal underlying socioeconomic inequalities. My research focuses on how certain emotions encapsulate or reflect these inequalities within the service industry. For instance, in Colombian call centres, expanding the labour pool brought agents from more diverse socioeconomic backgrounds than typically documented in the literature. This diversity shaped the strategies workers used to navigate the challenges of their roles, offering insights into the interplay between emotions and inequality.

Few would be surprised by the extensive literature on customer contact centres, often presented as emblematic cases of international service outsourcing. Call centres represent a classic example of global or transnational economies under globalisation, meeting the typical conditions for outsourcing services. These include sufficient technological infrastructure, flexible fiscal policies favouring multinational enterprises, and economic conditions conducive to reducing operational costs. In addition, scholars have debated the importance of shared cultural cues and a large, linguistically proficient labour pool to meet the needs of service-receiving countries. While these discussions often centre on Anglophone contexts, similar patterns emerge in former colonial relationships, such as Portugal and Brazil, Spanish-speaking Latin America and Spain, or France and its former colonies like Morocco and Tunisia.

These relationships underpin the conditions for service outsourcing from the Global North to the Global South, a dynamic studied extensively in countries like India and the Philippines. Sallaz’s work highlights how perceptions of working conditions differ across contexts. In the United States, call centre work is often associated with frustration, whereas in the Philippines, it is seen as a source of pride and self-worth. Sallaz refers to these contrasting experiences as ‘hell’ and ‘life’ in the workplace, illustrating how structural economic and political contexts shape job perceptions. These dispositions influence how workers perceive workplace challenges, including the emotional pressures of service delivery.

My research, however, focuses on what happens when cultural and linguistic proximity are removed from the equation and how this shift impacts job perceptions and agents’ emotional strategies. The global expansion of the Business Process Outsourcing (BPO) industry, particularly in the Global South, has relaxed the cultural and linguistic prerequisites traditionally deemed essential. In Colombia, the growth of the BPO industry has been dramatic, with outsourced services now accounting for 3.5 per cent of the country’s GDP. This is surprising given the low percentage of the population with access to quality education, often attached to English proficiency.

As most Colombians lack opportunities to acquire a second language, entry requirements for English proficiency have been relaxed by creating semi-bilingual service lines. When English proficiency ceases to be a key driver of outsourcing, ‘life’ and ‘hell’ coexist within the same workplace. Contrasting job perceptions arise from social class differences converging within the workplace, influencing how workers perceive their roles and the emotional strategies they employ.

The first aspect noticed was the coexistence of two different job perspectives. In Colombia, where English-speaking outsourced services have expanded despite low levels of English education, two distinct job perspectives emerge. Some workers neither need nor desire such jobs, viewing them as temporary solutions or stepping stones. Others regard these positions as sources of pride and opportunity. It is as though these two groups inhabit entirely different worlds under the same roof. These distinctions extend beyond job perceptions to workers’ emotional strategies to navigate workplace demands, demonstrating a clear link between socioeconomic backgrounds and workplace emotions.

This dynamic resembles a scene from the film Sorry to Bother You (2018), where a veteran call centre agent advises a new hire on how to ‘sound’ successful over the phone: “Sound like you don’t have a care. Got your bills paid. You’re happy about your future […] like you don’t really need this money.”

The second aspect I noticed was the relationship between job perspective and available emotional strategies. Job perception and strategies for handling challenges are closely linked to social class. In my research, I found that some call centre agents came from relatively privileged backgrounds by examining the Colombian social stratification system, educational attainment and family trajectories. These workers often stated: “I don’t need this job”, framing their roles as temporary stops or a way to fund leisure activities. For them, challenges at work were viewed as minor inconveniences, and they felt free to quit or disregard quality metrics if the job became too demanding. Likewise, emotional detachment was a complementary strategy, allowing them to distance themselves from the difficulties of interacting with customers.

In contrast, agents from less advantaged socioeconomic backgrounds viewed call centre work as their primary income source or a way to finance higher education. The breezy detachment described in Sorry to Bother You was unattainable for these workers. Instead, they found pride in their work, particularly as providing services in English conferred a sense of status. Because quitting or ignoring metrics were not seen as viable options, they developed mechanised forms of empathy tailored to corporate objectives. Another common emotional strategy revolved around depersonalising interactions with difficult customers. These agents maintained professionalism while protecting their emotional wellbeing by focusing on understanding the customer’s perspective without taking aggression personally. This approach reflects how socioeconomic conditions shape workers’ emotional capital and influence workplace dynamics.

The coexistence of ‘life’ and ‘hell’ in the same workplace highlights how socioeconomic conditions shape job experiences and emotional strategies. Privileged workers use detachment as a coping mechanism, while others develop resilience through structured empathy. In Colombian call centres, these differences reveal the complex intersections of emotions, inequality and globalisation. By examining these dynamics, we can better understand how structural factors influence job perceptions and the emotional tools workers use to navigate their roles. In this way, paying attention to the emotional dimensions at work can inform us about the socioeconomic inequalities concealed in the requirements and strategies used at work.

Carlos Pineda Ramos is a PhD student and a Graduate Teacher at the University of Bristol Business School. His research is currently focused on emotions’ role as a catalyst for socioeconomic inequalities. Specifically, he is interested in exploring how these inequalities are expressed and reproduced through the requirement and display of specific emotions within the outsourced service industry.

Image credit: WW via Pexels

Tri-fold phones: Not the next big thing

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Samsung’s Tri-Fold Phone: Is it Really the Future of Smartphones?

At CES 2025, Samsung showed off two potential designs for a tri-fold Galaxy phone, generating a lot of buzz in the tech community. But will this new and complex design revolutionize the smartphone industry, or is it just a niche product for the tech enthusiasts?

The Pros and Cons of Tri-Fold Phones

The tri-fold design allows for a larger screen area, which could be beneficial for watching movies and TV shows in the standard 16:9 aspect ratio. However, this design also comes with its own set of issues. The manufacturing process is complex, and the resulting phone is likely to be expensive, with a reported price tag of around $2,810 / £2,150 / AU$4,220.

A Skeptical View

I’m not convinced that tri-fold phones are the next big thing. The existing folding phones have been criticized for being expensive, prone to breaking, and having a big unsightly crease down the middle of the display. Adding another fold only compounds these problems.

A Look at the Competition

The existing folding phones are certainly cool, but the expense is a significant barrier. For example, the Huawei Mate XT, the first tri-fold phone to hit the market, is only available in China and starts at 19,999 yuan (around $2,810 / £2,150 / AU$4,220). This is a lot of money, and it’s unlikely that tri-fold phones will become mainstream anytime soon.

The Future of Smartphones

So, what’s the point of a tri-fold phone? Is it really worth the investment? I don’t think so. You can already buy a smartphone and a tablet for less than the cost of a tri-fold phone, with enough change left over for a steak dinner or a PS5 Pro.

Conclusion

In conclusion, while the tri-fold phone may be an interesting concept, it’s not the future of smartphones. The existing issues with folding phones will only be exacerbated by the added complexity of a third fold. Until there’s a significant breakthrough in manufacturing, tri-fold phones will remain a niche product for tech enthusiasts, not the mass market.

Frequently Asked Questions

Q: What’s the point of a tri-fold phone?
A: The main advantage of a tri-fold phone is its ability to provide a larger screen area, making it ideal for watching movies and TV shows in the standard 16:9 aspect ratio.

Q: Are tri-fold phones going to be expensive?
A: Yes, the manufacturing process is complex, and the resulting phone is likely to be expensive, with a reported price tag of around $2,810 / £2,150 / AU$4,220.

Q: Are tri-fold phones worth the investment?
A: No, in my opinion, you can already buy a smartphone and a tablet for less than the cost of a tri-fold phone, with enough change left over for a steak dinner or a PS5 Pro.

Speeding AI Data Center Construction

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President Biden Issues Executive Order to Speed Up AI Data Center Development

Executive Order Details

President Biden issued an executive order today aimed at speeding the development of AI data centers in the US. The order directs the Department of Defense (DOD) and Department of Energy (DOE) to lease federal sites to private companies building gigawatt-scale AI data centers and clean power facilities. It also tells federal agencies to "prioritize" and speed up permitting of AI infrastructure. The measure could create "categorical exclusions" to speed environmental review under the National Environmental Protection Act.

Energy-Hungry AI Development

Developing new AI tools is an increasingly energy-hungry endeavor. Nevertheless, the Biden administration seems to think it’s worth the risk of further derailing US climate goals and putting additional pressure on already stressed power grids.

Environmental Concerns

Prior to the announcement, environmental and consumer advocacy groups, as well as Democratic lawmakers, had urged the White House to avoid exempting AI from typical permitting procedures and environmental standards. In a letter sent to the Biden administration on December 17th, senators Sheldon Whitehouse, Elizabeth Warren, Edward Markey, Brian Schatz, and Peter Welch wrote, "We urge you to reconsider any potential executive action that could lead to increased pollution and costs for consumers."

Electricity Demand

Electricity demand from data centers has tripled over the past decade, according to estimates published by the Lawrence Berkeley National Laboratory (LBNL) on December 20th. It’s likely to double or triple again by 2028, according to the report. Data centers used about 4.4% of US electricity in 2023, which could rise to as much as 12% by 2028.

Utilities’ Response

Utilities are already extending the lives of polluting coal and gas infrastructure to try to meet skyrocketing electricity demand. Customers also face rising electricity bills as a result.

Data Center Development on Federal Land

Developers building new AI data centers on federal land will be required "to pay all costs of building and operating AI infrastructure so that this development does not raise electricity prices for consumers," according to the White House. This includes constructing the data center itself, as well as power facilities and transmission lines. Companies will be responsible for sourcing electricity that data centers use from new sources of "clean" electricity.

Criticism from Environmental Advocates

Johanna Neumann, a senior director at the Environment America Research & Policy Center, argued that the focus should be on making sure that new computing facilities are more efficient and run on renewable electricity. "Without those guardrails, AI’s insatiable thirst for energy risks crashing America’s efforts to get off dirty and dangerous fossil fuels," she added.

Conclusion

The government already leases federal lands for energy production, including fossil fuel exploration and renewable energy projects. Under the executive order, by February 28th, the Secretary of Defense and Secretary of Energy are supposed to find at least three sites each to host new AI data centers on land that their departments manage.

FAQs

Q: What is the purpose of the executive order?
A: The executive order aims to speed up the development of AI data centers in the US.

Q: What does the order direct?
A: The order directs the Department of Defense and Department of Energy to lease federal sites to private companies building gigawatt-scale AI data centers and clean power facilities.

Q: What are the environmental concerns surrounding AI development?
A: There are concerns that AI development could further derail US climate goals and put additional pressure on already stressed power grids.

Q: What did environmental and consumer advocacy groups say about the executive order?
A: They urged the White House to avoid exempting AI from typical permitting procedures and environmental standards.

Q: What is the expected electricity demand from data centers?
A: It is expected to double or triple again by 2028, according to the Lawrence Berkeley National Laboratory.

Amazon Echo Show 21: Almost Perfect Smart Home Hub

ZDNET’s Key Takeaways

  • The Echo Show 21 is a $400 smart display designed to be mounted on a wall.
  • It features a 13MP camera for video calls with a privacy shutter and Fire TV integrations.
  • If you choose not to wall-mount the Echo Show 21, you’ll need to buy a separate stand.

Unboxing the Echo Show 21

Unboxing the Echo Show 21 is a series of awe-inspiring moments, mostly due to its huge smart display. At 21 inches, the Echo Show 21 is imposing and striking. The large display can double as a Fire TV, where its size shines most.

Design and Functionality

This Echo Show is built to be wall-mounted, with the hardware included in the box. This type of device is meant to be multifunctional – a kitchen companion that functions as a smart home hub, a family organizational hub, and a small television for entertainment while cooking or as a recipe source.

Hands-Free Amazon Alexa

Like other Amazon Echo Show displays, the Echo Show 21 features hands-free Amazon Alexa, serving as a communication channel for the virtual assistant. You can ask Alexa to trigger your smart devices with reliable results or request jokes, stories, or music.

Camera and Smart Home Integrations

The 13MP camera supports auto-framing, 3.3x zoom, and noise reduction technology. This has worked perfectly whether I’m calling someone in my contacts list or my kids’ Echo Show 5 upstairs. The Echo Show 21 is a Zigbee hub that supports Matter and functions as a Thread border router. You can also set up multiple user profiles to customize content for each user.

Fire TV and Audio Performance

The Echo Show 21 performs as a Fire TV, with an Alexa Voice Remote control like you’d get with a Fire TV unit or streaming device. However, don’t expect it to win any awards for its audio performance. While it can get boisterously loud, it doesn’t offer the crisp sound quality you get from an Echo Studio.

Conclusion

The large display functions well for casual streaming and smart home controls, but is quite expensive at $400. I would recommend the Echo Show 21 if you’re looking for a family hub, smart home hub, and small television for your kitchen. However, it won’t be able to show a large, full-screen view of your calendar so you can glance at your week’s events, and it’s not a game changer if you already have a smaller Echo Show in the same room.

ZDNET’s Buying Advice

  • I would recommend the Echo Show 21 if you’re looking for a family hub, smart home hub, and small television for your kitchen.
  • However, it won’t be able to show a large, full-screen view of your calendar so you can glance at your week’s events, and it’s not a game changer if you already have a smaller Echo Show in the same room.
  • The Echo Show 21 is so large and imposing that I wouldn’t recommend any installation other than wall mounting.

Frequently Asked Questions

Q: What is the Echo Show 21?
A: The Echo Show 21 is a $400 smart display designed to be mounted on a wall, with a 13MP camera for video calls and Fire TV integrations.

Q: Can I use the Echo Show 21 on a tabletop?
A: Yes, but you’ll need to buy a separate stand, which can cost up to $100.

Q: Does the Echo Show 21 have good audio performance?
A: No, it’s not designed for high-quality audio performance, but it can get loud.

Q: Can I use the Echo Show 21 as a smart home hub?
A: Yes, it supports Matter and functions as a Thread border router.

Supercharge Your Creative Assets

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Transform Image Quality with the AI Image Enhancer

Transform Image Quality with the AI Image Enhancer

A low-quality image needn’t hold you back for long as this tool can upscale and/or enlarge your image resolution 2x, 4x or 8x in seconds. When I tried it out, I was super-impressed by how efficiently it worked its magic, and even as a beginner found the interface intuitive and really accessible. The best part was I could use any device I wanted (including my smartphone) and then download the 4K image at the end of the process. I loved how I didn’t need to download any bulky software, and it didn’t matter how low my laptop storage was – all I needed was a decent internet connection and browser as it all happens in the cloud.

What Can This Tool Offer?

Keep reading for a closer look at the AI Image Enhancer and other AI image editing features you don’t want to miss.

01. Enhance, Sharpen and Unblur Images

Three separate tools perform these functions – enhancing, sharpening and unblurring images so they’re super bright, devoid of unsightly image noise, and totally crisp. You’re in control of the process, which works on all types of images from portraits (there’s a special tool for these) to landscapes and architecture. Whatever the subject, these tools can handle it. It was really easy to get the hang of, just a few clicks of a button and the image is dramatically improved.

02. Restore Old Images

One of my favourite features is the ability to restore old images. AI is truly a magician here, as it fills in missing pixels, corrects colour, brightens and sharpens to make old images look like new. The applications for this are infinite for creatives, whether working on a project or even bringing a beloved personal picture back to life. Again, even beginners will quickly get the hang of this process as the interface is so thoughtfully designed.

03. Correct Colour

If your images are off-colour or came out with a hue you weren’t expecting, Media.io’s AI image enhancement tools will transform colour with one click – with a range of options to choose from. You can easily cycle through the options to find the one you like the best.

04. Handle Files with Ease

If you’re working with a lot of files, you don’t need to worry thanks to two brilliant features – the batch upload and the file size management tools. These mean you can work on multiple files at once, and also ensure file sizes are optimised – without affecting image quality. Media.io AI Image Upscaler also works with a wide range of file types, including JPEG and PNG.

How Much Will It Cost?

You can start Media.io image enhancer with a free trial – you’ll get 1G of storage, export at 720p, can export with a watermark and try out all the AI tools. Monthly plans give you more features, as follows:

  • Standard plan (usually $14.99 a month but $6.99 at time of writing): 20G of storage, 1080P export without watermarks, basic video editing, 60 minutes of subtitles a month, over 1000 templates and effects and compress and covert functionality.
  • Premium plan (usually $24.99 a month but $12.99 at time of writing): everything from the Standard plan plus 50G of storage, 120 minutes per month of automatic subtitles, including subtitle translation, over 10 AI features including audio denoiser, voice clone, AI music generator, image enhancer and more.

Who is it For?

Anyone working with photos that need an extra sparkle. From photographers to designers, marketers and anyone working on personal projects, too. You’ll be surprised at what such a simple tool can do. The best part is it isn’t transforming your work into something else, but using AI to enhance the work you’ve already done, or correct any issues that have happened during the creative process.

Conclusion

Media.io AI Image Enhancer is a powerful tool that can transform low-quality images into high-quality ones. With its user-friendly interface, you can easily upscale and enhance your images without needing to download any software. Whether you’re a photographer, designer, or marketer, this tool is sure to impress.

Frequently Asked Questions

Q: Is the tool available for free trial?
A: Yes, you can start with a free trial and get 1G of storage, export at 720p, can export with a watermark and try out all the AI tools.

Q: What are the monthly plans available?
A: The standard plan (usually $14.99 a month but $6.99 at time of writing) and the premium plan (usually $24.99 a month but $12.99 at time of writing) are available.

Q: What type of files does the tool support?
A: Media.io AI Image Upscaler works with a wide range of file types, including JPEG and PNG.

Q: Can I use the tool on my smartphone?
A: Yes, you can use the tool on any device, including your smartphone.

Exploring Surat’s diamond polishing hub during a protracted recession

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The world of diamonds is shrouded in intrigue and theatre, featuring a cartel-like formation of players, operating through invisible value chains, propped upon legacies of colonial and neocolonial extraction. Despite recent efforts towards transparency and traceability, the diamond supply chain remains shrouded in secrecy and invisibility. Diamonds are processed in informal firms run through ‘secretive familial networks’, exchange hands based on verbal agreements and are carried by anonymous and informal couriers. My PhD data comes from research conducted from one node of this supply chain – a city called Surat in western India, which polishes over 14 out of every 15 diamonds used in the jewellery segment. It is rapidly emerging as India’s largest manufacturing and polishing centre for lab-grown diamonds too. And yet, it remains invisible in conversations around ethical and sustainable production in the diamond value chain.

An estimated 800,000 people work in the diamond-polishing industry in and surrounding Surat, in firms of varying sizes. Curiously, most jobs in the sector pay piece-rated wages and offer little to no social security coverage. Three corporations supply nearly 80 per cent of the diamond roughs polished in India – De Beers, Rio Tinto and Al Rosa (although the latter’s exports to Surat have greatly diminished since G7 sanctions on Russian diamonds). A majority of diamonds polished in Surat are processed for the international market. Polished diamonds are then exported, primarily to the US, UAE, Hong Kong and Belgium, for jewellery manufacturing. The sector is anomalous in being a highly skilled, well-paid form of processing outsourced to India. In the field, diamond workers and employers alike describe jobs in the sector as ‘good work’ offering thousands of households without higher education a path to socioeconomic mobility through skilled (though flexible) employment. Women’s employment in the sector is quite low (no reliable quantitative estimates exist). Women are often appointed to jobs related to sorting, quality control and office management. Diamond polishing, which offers the potential for higher pay, largely remains a male domain.

Yet, all is not well. Workers in Surat are experiencing a deep and extended crisis. The luxury status of the commodity contributes to high volatility in the diamond sector. It is highly sensitive to both inflationary pressures and global events. Surat’s polishing sector is currently facing the ’worst recession in its 50 year history’. The ongoing recession is attributed to several factors – ongoing inflationary pressures in the Global North, the G7 embargo on Russian diamonds being polished in Surat, falling luxury spending and shifting consumer preferences.

Its impact has been faced to differing degrees by nearly all firms in the pyramid-shaped industry, ranging from apex factories with over 1,000–5,000 workers, to small-scale unregistered units operating out of formerly residential spaces with just 20–60 workers. Apex companies, which have access to the international market through purchasing agreements with mining companies, are compelled to demonstrate compliance with local labour laws and sustainability norms. Smaller- and medium-sized firms, ranging from 10 to 500 workers on average, operate in a different paradigm. They are relegated to polishing smaller and lower-quality (lower clarity or colour) diamonds and achieve profit through volume rather than large margins. Smaller firms opt to remain unorganised (and some operate clandestinely), preserving their ability to vary production and workforce during times of demand volatility.

How has Surat coped? Larger firms usually respond to recessionary pressures by reducing operating costs and discretionary spending on bonuses. Smaller- and medium-sized firms have opted to cut hours, wage rates and manpower. Conversations with my respondents (primarily cutting and polishing workers, some employers, employers’ representatives and workers’ representatives) present a diverse array of financial consequences of this ongoing crisis. Through my research, I can provide four examples.

First, extended ‘vacation’: Surat’s diamond sector customarily adopts a fortnight-long closure in the days following Diwali, allowing its mostly migrant workforce to return to Saurashtra for religious and cultural events with their extended families. Most large firms pay wages throughout this break. In smaller firms, ‘vacation’ may be a misnomer, since this leave period is unpaid, allowing firms to slow down production and cut operating costs during times of lean demand. Though it isn’t formally coordinated, most firms announce it around the same time, and resume activities within a few days of each other. Satpal and Mitesh had to take a 24-day unpaid leave this year (15 odd days every year). They returned to Surat 14 and 18 days after Diwali, but their employer kept extending their unpaid vacation over the phone.

Second, pay cuts and underemployment: Sandeep, 34, has worked in a medium-sized (100–200 workers) firm for the last eight years as a ‘signer’. He prepares optimal cutting plans for diamonds using Sarine imaging software. He is relieved to have avoided job loss unlike some of his colleagues, but his working week was reduced from six to five days a week, translating to lower pay through piecework. An additional 15 per cent pay cut was imposed by his firm as business dwindled. He has begun moonlighting as a Swiggy delivery driver in the evening to ensure he’s able to pay his mortgage. Many of his contemporaries have been pushed into lower-paying, ‘unskilled’ work like street-vending and farming for similar reasons.

Third, closures and terminations: Geeta worked in a small (60 workers) firm for 11 years. Her employer informed her a few days before Diwali that he was forced to close down, as he had run out of all capital and had no new orders. Some of her colleagues have found other jobs, but most still aren’t making their monthly wage. She has yet to find another job. As a mother and wife in a traditional family, she can’t follow the regimented industrial discipline of larger firms and needs to be home in the mornings and evenings to care for her children. Her ex-employer respected her care and cultural responsibilities and allowed her flexible hours.

Fourth, financial distress, school dropouts and suicides: Even after the ‘vacation’, recovery from the recession has been slow and partial. Volatility in the diamond sector is often absorbed and subsidised by the worker household through degradation in employment status, moving into unskilled manual work, accrual of debt and ‘dissaving’, and reduction in essential household expenditure on food, health and education. 603 students have withdrawn from municipal schools in Surat because their parents were compelled to move back to their villages due to job losses and closures. 1,280 forms requesting financial assistance for children’s schooling were received by the Gems and Jewellery Exports Council from workers’ unions. A suicide helpline run by the Surat Diamond Workers’ Union received over 1,600 calls between June and August, and the union attributes over 60 worker suicides to financial distress due to the ongoing crisis.

My fieldwork in Surat began during this unprecedented and protracted recession and ended during a sluggish recovery. Although a few industry insiders remain optimistic about the revival of the industry in the coming months, smaller employers and workers are quite despondent. Except in the largest firms, employment is highly flexible. In times of boom, workers have benefited from this flexibility and many hop firms for better terms. Their employers often lean on ‘job-hopping’ to justify their exclusion from contributory social security schemes for formal workers. The ongoing crisis has exposed structural cracks in the sector, and it remains to be seen how these will be addressed by its regulators.

Kavya Bharadkar is a doctoral candidate in the Work, Employment and Public Policy group in the Bristol Business School. She researches the sociolegal dimensions of work in the Global South.

Image credit: Maria Lysenko via Unsplash