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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.
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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.
What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?
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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.
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:
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.
- 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?
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.
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.
- Batterie charging and drainingby /u/Nedskruvat-snille (Apple Macbook) on May 16, 2026 at 9:40 am
My MacBook Pro M3 keeps draining its battery all the time. I use it relatively rarely, around 1–2 times a week. Most often I just browse the internet or play a game some evening during the weekend. During weekdays it usually just sits untouched. When I check the battery usage, it drops by about 20% per day even when I’m not using it, so it becomes completely discharged from just sitting closed from Monday to Friday. What do batteries think about this kind of usage? Is it okay for it to sit completely discharged, or should I keep it plugged in all the time? It feels like it would consume quite a bit of electricity if it stays connected constantly. Do you have the same experience with MacBook batteries draining like this? An Apple/Mac repair shop checked it and said the power consumption is normal. What would you do? submitted by /u/Nedskruvat-snille [link] [comments]
- Macbook Air M5 Tipsby /u/Level_Loan_2117 (Apple Macbook) on May 16, 2026 at 9:25 am
Any tips or tricks which helped you later on ... submitted by /u/Level_Loan_2117 [link] [comments]
- MacBook Keyboard Settings - Fix Caps Lock Delay PERMANENTLY!by /u/MrHtech18 (Apple Macbook) on May 16, 2026 at 8:50 am
Not sure if this will be allowed but honestly it’s just to help everyone get around that MacOS Caps lock delay”feature” , I was annoyed with it so I made a Permanent Fix. Hopefully it can help some of you out. MacBook Keyboard Settings: Remove Caps Lock Delay PERMANENTLY! submitted by /u/MrHtech18 [link] [comments]
- Repair a Macbook Air m1 or buy a refurb ipad m2by /u/malegod-collector (Apple Macbook) on May 16, 2026 at 8:28 am
Title says it all. I've had my face-smashed Macbook for about 2 years now and the face is literally unusable at this point. So it's tethered to my home and monitor. I recently upgraded to an iPhone 16 PM hoping that it can replace the more 'touch' efficient tasks I have (my work is in Marketing & Design) but it can't really replace my now-unusable 2018 iPad or the iPad mini I used to borrow. I also used to draw as a hobby / commissions but Procreate started crashing on the iPad so now I don't use tablet. The price for repairing the screen of this M1 never changed at around 260 USD in my country, and that's like 100 USD away from an A16 ipad. Macbook is used for admin tasks, basic Canva stuff. But I miss having a portable tablet that I can draw on or design on so easily without dealing with the mouse. It's not that I'll lose the M1 but I'm not sure if it's worth the repair vs. a new iPad or at least a refurbed version of it. That ~400 USD spent would be the last extra I can afford in 6 months. TLDR; Macbook repair = 260 USD, can get it done as soon as tonight. iPad = wait for possibly 1-1.5 months for the extra 100 USD, suffer a bit more on inefficient and high volume pending work. I'd appreciate someone clocking me out coz I might just be wanting a new shiny gadget and not listening to practicality lmao submitted by /u/malegod-collector [link] [comments]
- Startleistung des Laptops verbessern — Einfache Lösungby Petraroot (Laptops on Medium) on May 16, 2026 at 8:26 am
Ein Laptop, der ewig zum Starten braucht, kann im Alltag richtig nervig sein. Man drückt den Power-Button — und dann heißt es warten…Continue reading on Medium »
- MBP M1 vs MBA M4by /u/leyniixy (Apple Macbook) on May 16, 2026 at 8:16 am
Hey, I'm currently thinking about this a lot. I have got an offer for an MBP M1 14" 16GB RAM 512GB Storage for the same as I got an offer for an MBA M4 13" 256GB and 16GB RAM. I don't know what to choose. I am currently using a hackintosh because I need MacOS for work and such. Now I have saved up money and could buy one of these MacBooks. Which ones to choose? I use it for Coding, Video Editing, School work such as Word and PowerPoint and for ProPresenter if you know what this is. submitted by /u/leyniixy [link] [comments]
- Did I make a good buy? MacBook Air M1 (16GB/256GB, 82% battery) for $365 as a CS studentby /u/Junior_Economist9308 (Apple Macbook) on May 16, 2026 at 7:53 am
Hey everyone, I recently bought a MacBook Air M1 with: 16GB RAM 256GB SSD 82% battery health Around 402 cycle count Price: $365 I’m a computer science student, so my main use cases are: Programming (Python, Java, C/C++) Web development VS Code / IntelliJ Browsing + multitasking College assignments, docs, presentations General long-term productivity My concern: I know 16GB RAM is a huge plus, but the battery health being at 82% makes me wonder if I made the wrong choice. Questions: Was this a good deal overall? Did I overpay? How long should the battery realistically last before replacement? Is this still a solid machine for CS work in 2026? Should I have gone for a Windows laptop instead? I mainly wanted something portable, powerful, and reliable for school. Would love to hear honest opinions—did I spend wisely or waste my money? submitted by /u/Junior_Economist9308 [link] [comments]
- Laptop Repair Dubaiby Laptop repair dubai (Laptops on Medium) on May 16, 2026 at 7:21 am
Laptop’s Repair Dubai offers professional Laptop repair services in Dubai, delivered straight to your door. Our skilled technicians bring…Continue reading on Medium »
- Air or pro?by /u/bitcoinandbackkicks (Apple Macbook) on May 16, 2026 at 7:19 am
I’m sure no one has asked this question before. Currently running an M2 MacBook Air, but the SSD and RAM is struggling to keep up with the coding and app development. Budget can stretch to a base M5 pro, or an Air with RAM and SSD upgraded to 24gb and 1TB. Would I better off with the better processor and cooling of the Pro, or the increased RAM on the air? submitted by /u/bitcoinandbackkicks [link] [comments]
- Mobile Laptop Service Center offers expert Acer laptop and desktop repair services in Raipur.by Acermobilelaptopinraipur (Laptops on Medium) on May 16, 2026 at 6:37 am
https://mobilelaptopservicecenter.in/acer-service-center-in-raipur/Continue reading on Medium »
- dell laptop chargerby DELL Latitude 5430 (Laptops on Medium) on May 16, 2026 at 6:23 am
If you’re buying a Dell laptop charger, the main things to check are wattage, connector type, and whether your laptop uses USB-C or a…Continue reading on Medium »
- 2015 MacBook Pro won’t download anything from App Storeby /u/Bubbly_Host_8017 (Apple Macbook) on May 16, 2026 at 5:24 am
My 2015 MacBook Pro won’t download anything from app stores, keeps giving error messages. Ive tried restarting, sign out and in, download any app. I have enough storage. Nothing works I also cannot update it, it keeps giving error message with that as well. It’s currently running high sierra and wants Catalina. I just want to use the thing to play sims 2 and 4 if I can get to update. Hoping not to have to buy a new Mac to do so. How can I fix this issue? submitted by /u/Bubbly_Host_8017 [link] [comments]
- What’s wrong with the bottom of my screen?by /u/banoerz_ (Apple Macbook) on May 16, 2026 at 5:17 am
It suddenly showed up out of nowhere. I dont know if it’s been there for a while or i just happened to notice it now. Please hlp me know what this is and what could be the cause of this. submitted by /u/banoerz_ [link] [comments]
- Upgrading to M4 Macbook Air.by /u/JayYay667 (Apple Macbook) on May 16, 2026 at 4:48 am
Hi guys, As the title says, I'm thinking about upgrading from a 2017 i7 Macbook Pro to a M4 Macbook Air 16/256gb. I've managed to get most of my answers by reading other reddit posts and watching youtube videos, but I still have some questions I'm unclear about that I was hoping other owners could answer. Everywhere I look is people saying that getting the 512 gb is the right move, but as of currently, I'm cruising on my 2017 with just 128. Is there some additional system data that clunks up in the M4 that people have to recommend the 512 gb one? I'm a currently a biology student, so I don't run any crazy large coding or video editing programs, but I do play some games. Since it's a fan-less cooling system, how has the experience been with games like Minecraft or Roblox? Thank you in advance. submitted by /u/JayYay667 [link] [comments]
- Why Your Laptop Runs Slow When Chargingby Ask IT Support (Laptops on Medium) on May 16, 2026 at 4:30 am
If your laptop runs slow when charging, you are not alone. Many users notice that their laptop becomes hot, laggy, or unresponsive as soon…Continue reading on Medium »
- idk what protection case to buy for my mac pro m5 14 inch.by /u/Remarkable_Banana325 (Apple Macbook) on May 16, 2026 at 3:36 am
I have heard lots of stuff about how mac protection cases can damage the lid, and just bend the whole macbook overtime. Can you please share your experiences and potentially recommend a good case based on ur experience ( i have ordered already the tomtoc small bag for transporting it) but i really want to buy a protection case I just don’t know which one is the best choice submitted by /u/Remarkable_Banana325 [link] [comments]
- First MacBookby /u/SundayThenMonday (Apple Macbook) on May 16, 2026 at 2:48 am
Got my first MacBook. I was able to get this one for 450$ from a local auction place. Brand new too so I got lucky submitted by /u/SundayThenMonday [link] [comments]
- One external monitor for 16gb MacBook Airby /u/Friendly-Orange7329 (Apple Macbook) on May 16, 2026 at 2:40 am
I am looking to have a setup that includes a single external monitor for law school. Would I notice any lag or heat if I decide to go with a 16gb MacBook air rather than a 24gb? submitted by /u/Friendly-Orange7329 [link] [comments]
- Water Damaged. interesting storyby /u/Different_Big_6549 (Apple Macbook) on May 16, 2026 at 2:37 am
Some moron in my last class period had a ziplock bag full of water and he walked over to me (unbeknownst of his stupid ass) and he hung it over my macbook M4 air 24gb ram and it just exploded. water got all over it. i did everything i could to get water out and it accidentally turned on, and for a split second it flashed “this selected macbook need disks reinstalled” or something like that. what can i do. it’s cooked now. 8th grade. submitted by /u/Different_Big_6549 [link] [comments]
- Deciding between MacBook Air M5 vs MacBook Pro M5by /u/_Zyren_ (Apple Macbook) on May 16, 2026 at 2:37 am
Hi everyone, I’m stuck trying to decide between two options and could really use some advice. I’m considering either a Base MacBook Pro M5 with 16GB of RAM and a 1TB SSD for $1,370, or a MacBook Air M5 with 24GB of RAM and a 1TB SSD for $1,270. The Air gives me more RAM for a lower price, but the Pro has the upgraded design and features. I’m trying to figure out which one is the better overall value and which would be the smarter choice long term. If you were in my shoes, what would you choose and why? submitted by /u/_Zyren_ [link] [comments]
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