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AI Jobs and Career
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- Full Stack Engineer [$150K-$220K]
- Software Engineer, Tooling & AI Workflow, Contract [$90/hour]
- DevOps Engineer, India, Contract [$90/hour]
- More AI Jobs Opportunitieshere
| Job Title | Status | Pay |
|---|---|---|
| Full-Stack Engineer | Strong match, Full-time | $150K - $220K / year |
| Developer Experience and Productivity Engineer | Pre-qualified, Full-time | $160K - $300K / year |
| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
| DevOps Engineer (India) | Full-time | $20K - $50K / year |
| Senior Full-Stack Engineer | Full-time | $2.8K - $4K / week |
| Enterprise IT & Cloud Domain Expert - India | Contract | $20 - $30 / hour |
| Senior Software Engineer | Contract | $100 - $200 / hour |
| Senior Software Engineer | Pre-qualified, Full-time | $150K - $300K / year |
| Senior Full-Stack Engineer: Latin America | Full-time | $1.6K - $2.1K / week |
| Software Engineering Expert | Contract | $50 - $150 / hour |
| Generalist Video Annotators | Contract | $45 / hour |
| Generalist Writing Expert | Contract | $45 / hour |
| Editors, Fact Checkers, & Data Quality Reviewers | Contract | $50 - $60 / hour |
| Multilingual Expert | Contract | $54 / hour |
| Mathematics Expert (PhD) | Contract | $60 - $80 / hour |
| Software Engineer - India | Contract | $20 - $45 / hour |
| Physics Expert (PhD) | Contract | $60 - $80 / hour |
| Finance Expert | Contract | $150 / hour |
| Designers | Contract | $50 - $70 / hour |
| Chemistry Expert (PhD) | Contract | $60 - $80 / hour |
How to make your laptop last longer with AI
The Benefits of AI for Laptops
One of the benefits of AI is that it can help to improve the efficiency of your laptop. For example, if you frequently use certain programs or visit certain websites, AI can learn your habits and pre-load these programs or websites so that they’re ready for you when you need them. This can help to save time and improve your productivity. Additionally, AI can also help to optimize your battery life by learning your usage patterns and making adjustments accordingly.
Another benefit of AI is that it can help to protect your laptop from malware and other security threats. This is because AI is constantly learning and evolving, which means that it can quickly identify new security threats as they arise and take steps to protect your laptop from them. Additionally, AI can also help to keep your personal data safe by encrypting it and storing it in a secure location.
The Drawbacks of AI for Laptops
While there are several benefits to using AI on your laptop, there are also some drawbacks that you should be aware of. One of the main drawbacks is that AI requires a lot of processing power, which can drain your battery life quickly. Additionally, if you’re not careful, you may accidentally give away too much personal information to an AI program without realizing it. Finally, there is always the possibility that an AI program could malfunction or become corrupted, which could lead to serious problems for your laptop.
Laptop Longevity Poll: Years until failure – Most common repairs

We never hear about broken or worn out products.
The left chart is time until total failure, left chart are the most common repairs.
Data: polls on r/productfails with 200 – 300 votes. I’m well aware that this data is not representative, but this is a good start to raise awareness about product longevity and repairability.
Tools: Canva
To conclude:
Overall, the advantages of using AI on your laptop outweigh the disadvantages. However, you should still be aware of the potential risks involved before you install any AI programs on your device. If you do decide to use AI on your laptop, be sure to install a reputable program from a trusted source.
Laptop Longevity Poll: What was the most common repairs you needed on your laptop?
Let’s collect some more data about the longevity and repairability of laptops.
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What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?

It will always be the battery. If you’re buying a laptop, make sure it has a replaceable battery OR an easily accessible one that you can remove yourself.
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I have so many laptops with zero issues, including batteries. Never leave a laptop plugged in.
Of all the ones I see here are the common issues:
- Power connectors: charging ports get pushed and pulled by people tripping over the cord or smashing the connector into their knees, the wall, or the floor.
- Hinges for the screen. Grabbing the screen by the corner, over extending, or rough treatment break screens or the small connectors internally that go to them
- Keyboards. The keys can wear and fade, or junk gets inside them and makes the keys inoperable.

Let’s collect some more data about the longevity and repairability of laptops.
What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?
AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
When our laptops start to slow down or show signs of wear, it can be frustrating. The good news is that there are things you can do to prolong the life of your laptop and make it last longer. Below are some tips on how to make your laptop last longer.
- Keep your laptop clean
One of the best ways to prolong the life of your laptop is to keep it clean. Just like any other piece of technology, laptops can accumulate dust and dirt over time. This can cause the fans to work harder and eventually overheat the system. To prevent this from happening, make sure to clean your laptop regularly. You can use a damp cloth or compressed air to remove dust from the keyboard and vents. - Use a cooling pad
Another way to help keep your laptop cool is to use a cooling pad. Cooling pads help dissipate heat away from the laptop, which can prolong its lifespan. Many cooling pads also come with built-in fans, which can further help keep your laptop cool. - Avoid overheating
Overheating is one of the leading causes of laptops shutting down prematurely. To avoid overheating, make sure that you’re not blocking any of the vents on your laptop and that you’re not using it on a soft surface like a bed or couch where it can’t breathe. Additionally, if you’re going to be using your laptop for an extended period of time, consider investing in a stand that will elevate it slightly so that air can circulate more easily. - Update your software regularly
One thing that many people don’t realize is that keeping your software up-to-date can actually help prolong the life of your laptop. That’s because updates often include patches for security vulnerabilities and other bugs that could potentially cause problems down the line. So, if you want to keep your laptop running smoothly, make sure you’re staying up-to-date on all the latest software updates. - Don’t overload your laptop
Another common mistake people make is loading their laptops down with too many programs and files. This can actually put strain on the system and cause it to run slower or even crash. So, if you want to keep your laptop running at its best, only install the programs and files you need and regularly delete anything you don’t use anymore.
While there’s no guaranteed way to make your laptop last forever, following these tips can help prolong its lifespan so you can get the most out of it. Taking care of your laptop is important not only for financial reasons but also for productivity reasons. After all, a well-running laptop can mean the difference between getting work done and falling behind. So if you want to keep your laptop running smoothly for as long as possible, make sure you’re following these tips!
Below are the best laptops in 2022-2023:
How artificial intelligence is changing the laptop landscape
In recent years, we’ve seen a surge in the development of artificial intelligence (AI) and its applications. From smart speakers to self-driving cars, it seems like there’s no limit to what AI can do. But what about laptops? How is AI changing the way we use these essential devices? Let’s take a look.
One of the most significant ways AI is changing laptops is in terms of performance. With traditional laptops, the processor is the biggest determining factor in how well the device will perform. However, with AI-powered laptops, that’s no longer the case. Thanks to their ability to handle complex tasks quickly and efficiently, AI-powered laptops are able to outperform their traditional counterparts when it comes to things like video editing and rendering, 3D modeling, and even gaming.
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Another area where AI is having a major impact on laptops is battery life. One of the biggest complaints about laptops has always been that they need to be plugged in constantly in order to function properly. However, with AI-powered laptops, that’s no longer an issue. Thanks to their efficient use of power, AI-powered laptops can last for hours on end without needing to be plugged in. This means you can finally say goodbye to those pesky low battery warnings!
Finally, AI is also changing the way we interact with our laptops. Thanks to voice recognition software and other advancements, it’s now possible to control your laptop entirely hands-free. This means you can finally get some work done while you’re on the go without having to worry about lugging around a heavy laptop or dealing with tangled wires. All you need is your voice!
As you can see, AI is having a major impact on laptops and how we use them. From improved performance to longer battery life, there’s no doubt that AI-powered laptops are the way of the future. So if you’re in the market for a new laptop, be sure to keep an eye out for one with AI capabilities! You won’t be disappointed.
- IPTV op Laptop of PC: Kijken met VLC en Kodi (2026)by Elijahgoods (Laptops on Medium) on May 18, 2026 at 5:19 pm
Geen Smart TV? Geen probleem. Je kijkt gewoon IPTV op je laptop of desktop — Windows én Mac — met gratis software.Continue reading on Medium »
- Is 8GB RAM Enough for a Laptop in 2026? The Realityby Stellar Tech (Laptops on Medium) on May 18, 2026 at 1:09 pm
Buying a laptop in 2026 is getting expensive, especially once you start looking at models with 16GB or 32GB of RAM. Because of that, many…Continue reading on Medium »
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When my laptop suddenly stops working my printer refuses to print documents or my desktop slows down during critical work I need a repair…Continue reading on Medium »
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If your Samsung laptop, smartphone, tablet, smart TV or home appliance stops working all of a you need to find a reliable repair center…Continue reading on Medium »
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When your Acer laptop or desktop stops working the way it should you need to find someone to fix it away.Continue reading on Medium »
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When your iPhone MacBook, iPad or Apple Watch suddenly stops working you need a service center that understands both the urgency and the…Continue reading on Medium »
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When your laptop stops working all of a every minute counts.Continue reading on Medium »
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When your HP laptop or desktop suddenly stops working it affects everything. Office work, online classes, meetings, projects and personal…Continue reading on Medium »
- MacBook Neo trackpad malfunctioningby /u/Dry_Advertising5961 (Apple Macbook) on May 18, 2026 at 2:05 am
I noticed that the trackpad on my MacBook Neo regularly malfunctions and gets stuck in this "control+click" state where I can't left-click anything. The only solutions I found was by restarting my Mac and connecting it to a wireless mouse (Logitech M650). Some things to note: This happens a lot even when I'm just doing light web browsing. I bought my MacBook Neo from Futureworld in Vietnam (3F-22, 3rd Floor, Crescent Mall, 101 Ton That Tien Street, Tan Phu Ward, District 7). I've had my MacBook Neo for at least a month and the issue only appeared a a couple of days ago. submitted by /u/Dry_Advertising5961 [link] [comments]
- Macbook Air M5 or Macbook Pro M5?by /u/FeistySquirrel6642 (Apple Macbook) on May 18, 2026 at 1:33 am
Hi! I’m planning to buy a MacBook this weekend, but I’m not sure which one to choose. My current laptop is MacBook Air 2017 (i5). Right now, I’m deciding between the base MacBook Air M5 (16GB/512GB) and the base MacBook Pro M5 (16GB/1TB). I know that both laptops perform similarly, except during heavy or long sustained workloads. To give you an idea, these are the tasks I’ll mainly use the MacBook for: Logic Pro Around 1–2 hours of music production An average of 10-15 tracks with VSTs and plugins DaVinci Resolve and Final Cut Pro Basic color grading and 4K video editing Web browsing Google Docs, FB, Youtube and etc. I’m considering the MacBook Air since I can afford it comfortably compared to the Pro, and it’s lightweight and portable. However, the downside is that it doesn’t have a fan, and I live in the Philippines (PH), which has a hot and humid climate. Here in PH, the MacBook Pro costs around $1,782.07, while the MacBook Air costs around $1,182.59. If I purchase the Air, I’ll still have some money left for my wants. However, if I purchase the Pro, I would need to avail of an installment plan. Will the base MacBook Air M5 be enough for my needs, or is the base MacBook Pro the better option? Thankss!! submitted by /u/FeistySquirrel6642 [link] [comments]
- Not sure which USB Hub to get if I want to add multiple certain peripherals to my MacBook to start streamingby /u/NWO4life33 (Apple Macbook) on May 18, 2026 at 1:05 am
If I need to add devices like a camera, microphone, Elgato capture card with USB A that a MacBook Pro doesn't have which USB Hub should I get if I need around at least 3 or 4 USB A ports? Any recommendations? submitted by /u/NWO4life33 [link] [comments]
- Macbook Air M2 2022 suddenly stopped chargingby /u/Significant-Way-1703 (Apple Macbook) on May 18, 2026 at 12:38 am
I've been using it mostly as a desktop with occasional laptop use for the past 2 years. In that time, I've had 0 issues with it. However, for the past couple of days I've noticed that, while using as a desktop, it no longer wakes up when I start using my keyboard and mouse like it used to; and when I open the laptop, the screen shows the loading screen as if booting up. I found it strange, maybe the battery had died those two times since I unplug it whenever I'm not using it. However, now as I'm typing this, I can see that, despite the laptop being plugged in for the past 2 hours, the battery percent has not moved up from 1%. I'm afraid that it will just shut off if I unplug it, essentially rendering it desktop permanently. I checked the battery settings. The software says my battery health is normal and maximum capacity is 91%, which I would expect after having it for almost 4 years. But this is rendering it quite useless as a portable computer. How can I troubleshoot? Any help's appreciated. submitted by /u/Significant-Way-1703 [link] [comments]
- What do you guys think of my headless MacBook?by /u/AlexiaTheTechGirl (Apple Macbook) on May 18, 2026 at 12:36 am
What do you guys think of my headless MacBook Pro (mid-2012) submitted by /u/AlexiaTheTechGirl [link] [comments]
- Custom MacBook M5 Pro (64GB/2TB) order -> pickup timelineby /u/muchchad (Apple Macbook) on May 18, 2026 at 12:18 am
Posting this in case it helps anyone looking for data points on delivery/pick-up timelines. I was constantly searching to see whether custom configs were arriving earlier than the original estimates, so figured I’d share mine here. Ordered: MacBook Pro M5 Pro Space Black 64GB RAM 2TB SSD Standard display Apple Store pickup at Apple Valley Fair, Santa Clara Timeline: April 26 Order placed Initial pickup estimate: May 19 Order status: "Processing" April 29 Estimated date changed to "1-2 weeks" Order status was still "Processing" April 30 Order status changed to "Shipping to store" April 30 (few hours later) Pickup date changed to May 11 May 6 (morning ~10 AM) Ready for pickup submitted by /u/muchchad [link] [comments]
- Psychology majorby /u/Spare-Series4490 (Apple Macbook) on May 17, 2026 at 11:18 pm
I’m heading back to school to finish my psychology major. I currently have an iPad Air with the keyboard but I want an actual MacBook. I’m inbetween the MacBook Neo and the MacBook Air. I truly think the MacBook neo would be able to keep up with the things I need. What’s everyone’s advice? submitted by /u/Spare-Series4490 [link] [comments]
- How to get windows laptop sound to come from macbook?by /u/Entire-Ad-2052 (Apple Macbook) on May 17, 2026 at 9:04 pm
is this possible? i have a gaming laptop i use for.. well gaming, i chat with friends on my macbook during and i use my macbook to keep an eye on other things too. its fine except for sound set up. its only casual gaming so i want to use my airpods connected to my macbook so i can use transparency mode, but i also want to hear my games through them. how can i make it so i send the sound from my laptop to my macbook so i hear it through the airpods as well as the sound on my macbook, explain like im 5 please submitted by /u/Entire-Ad-2052 [link] [comments]
- Why is there such color difference in blackby /u/Silent_Sense_8356 (Apple Macbook) on May 17, 2026 at 8:59 pm
It's quite blurry even when not black I feel air was better despite having same pixel density submitted by /u/Silent_Sense_8356 [link] [comments]
- In need of assistance!!by /u/GuyMartinsDog (Apple Macbook) on May 17, 2026 at 8:26 pm
So long story short, my mobile provider has offered me a brand new 16gb M2 air for £550 however I’ve seen on my local marketplace someone is selling an M1 16’ pro for £850 - for context, I have a monster gaming PC for heavy lifting but I want to know your opinions - Brand new m2 air or the M1 16’ Pro? submitted by /u/GuyMartinsDog [link] [comments]
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