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AI Jobs and Career
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.
- 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.
- Best HP Canada Deals: How to Save Money on HP Laptops and Printersby Andreitaizzini (Laptops on Medium) on June 6, 2026 at 12:00 am
Best HP Canada Deals: How to Save Money on HP Laptops and PrintersContinue reading on Medium »
- Best way to run 3 or 4 monitors off of a Mac while placing the least amount of load on the Mac?by /u/Basics7 (Apple Macbook) on June 5, 2026 at 10:54 pm
I have a 2015, 2017, and 2019 27" imac, and a Macbook Air M4 that I use daily for specific work. What is the best way to run 3 or 4 external monitors at the same time off of any of these machines (or specific ones, whatever is a good solution) where the least amount of load is put on the Mac? Is there a certain type of dock, splitter, or whatever that takes the load off the Mac? Is 2 monitors more likely to work smoothly than 3 or 4 or is does the right hub dock thing make the number of monitors not as important? Some of the monitors are 27" Dells, and probably some other sizes are kicking around here, if anyone knows of a way to do this where the Mac doesn't have to have super high specs that would be great. Thank you! submitted by /u/Basics7 [link] [comments]
- Lenovo IdeaPad 330 Akku tauschen, Schritt für Schritt Anleitung auf Deutschby Kubilay (Laptops on Medium) on June 5, 2026 at 10:23 pm
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- Macs breaking on everything?by /u/KabhiAlvidaNaKehna (Apple Macbook) on June 5, 2026 at 9:20 pm
Was looking to buy a mac, but everywhere everyone has a broken mac. And people break it very easily somewhere 2-3 drops of drink, somewhere just touching the screen , somewhere just something else. It literally scares me because currently I use a dell laptop which is quite durable, I don't think I wouldn't break mac. submitted by /u/KabhiAlvidaNaKehna [link] [comments]
- Is there something in there?by /u/KrishnaChick (Apple Macbook) on June 5, 2026 at 8:57 pm
Stupid question, but is there anything else in this envelope besides a tiny two-page leaflet? Feels like something hard is tucked into the thicker part, but it doesn't open easily and I don't want to tear it. submitted by /u/KrishnaChick [link] [comments]
- Just changed icons for 4 apps, guess what they areby /u/AmbitiousTrade9704 (Apple Macbook) on June 5, 2026 at 7:39 pm
Yes, it's pretty easy, but still, it's pretty cool how easy it is to change these app icons (only for non built in applications though). If anyone wants to do this (again, with non built in apps), I can help you, it's very simple. submitted by /u/AmbitiousTrade9704 [link] [comments]
- 17 Powerful Best Laptops Under 150,000 PKR (2026)by 3D Tech Guide (Laptops on Medium) on June 5, 2026 at 6:40 pm
💻 Buying a Laptop in Pakistan in 2026?Continue reading on Medium »
- M5 vs. M5 Pro (EE/CS College Student)by /u/Shadowstar7340 (Apple Macbook) on June 5, 2026 at 6:21 pm
Incoming college freshman (Class of 2030) studying electrical engineering/computer science and looking for a MacBook Pro. Deciding between: - M5, 32 GB RAM - M5 Pro, 48 GB RAM Along with my coursework, I foresee myself involved in computing projects involving AI/ML, and I want a laptop that will comfortably last through undergrad without ever limiting what I can work on. I’m also wondering whether the M5 Pro chip, despite stronger performance, would have noticeably worse battery life, heat, and fan noise? Are these factors meaningful in day-to-day use, or mostly negligible? Would love any insights on whether the base M5 chip w/32 GB RAM will be sufficient or whether the M5 Pro chip is worth the upgrade! submitted by /u/Shadowstar7340 [link] [comments]
- MacBook per Informaticaby /u/Arsh_2011 (Apple Macbook) on June 5, 2026 at 5:52 pm
Ciao a tutti, vivo in Piemonte e a settembre inizierò Informatica presso Università del Piemonte Orientale (UPO). Sto valutando l'acquisto di un MacBook con chip Apple M3 Pro e vorrei sapere se è una buona scelta per tutto il percorso universitario. In particolare: \-È compatibile con i software e gli strumenti utilizzati nel corso di Informatica alla UPO? \-Ci sono programmi che richiedono Windows o che potrebbero dare problemi su macOS? \-Come vi siete trovati con sviluppo software, virtual machine, Docker e progetti universitari su Mac? Inoltre vorrei usare il portatile anche per giocare nel tempo libero. Sapete come si comporta con giochi come: \-Minecraft \-Grand Theft Auto V \-Forza Horizon series (quando uscirà il prossimo capitolo) Secondo voi un MacBook M3 Pro è una scelta valida sia per Informatica sia per un po' di gaming occasionale, oppure sarebbe meglio orientarsi su un portatile Windows? Ma il punto é che voglio cambiare da Windows e non voglio usare Linux e mi piacerebbe visto che so anche usare macos Grazie a tutti per i consigli! submitted by /u/Arsh_2011 [link] [comments]
- Clicking on its ownby /u/OptionNo9559 (Apple Macbook) on June 5, 2026 at 5:38 pm
So I have a MacBook Air Sonoma 14.7.3 that I got in 2023 and it has randomly starting clicking on its own and it makes it impossible to do anything, like i'm struggling to type this as it keeps closing my browser and just keeps randomly clicking, makes it impossible to play any games or do anything in general, anyone have any ideas what's wrong, the trackpad also sometimes stops working but that usually fixes itself and I just use a mouse anyways, and no its not the mouse it still does it when its not plugged in submitted by /u/OptionNo9559 [link] [comments]
- Xeno Zeronium Best True Free Open Source SDD & HDD Data Recovery Tool Apps For Win 11 OS English…by Jannah Firdaus Mediapro Art & Story (Laptops on Medium) on June 5, 2026 at 5:33 pm
True free open-source data recovery software for Win 11 OS is software that allows users to recover lost or deleted files from HDDs and…Continue reading on Medium »
- Macbook Neo or Air M1 (Budget Uni Laptop)by /u/Distinct-Gain-5653 (Apple Macbook) on June 5, 2026 at 4:43 pm
I'm looking for a laptop that would last me through at least 3 years of Uni, I was looking as some budget ones and came across a Macbook Neo and Macbook Air M1 chip. They both look awesome for a budget laptop considering I also own an iphone so that'd pair nicely. I've seen videos comparing the two and they seem about equal but the M1 is hard to find unless refurbished which I wouldn't mind too much. Has anyone on here owned the two in the past and could help me out? (Keep in mind my course isn't a computer studies course or anything demanding like that) submitted by /u/Distinct-Gain-5653 [link] [comments]
- What in the unholy of bad UI decisions is this on my MacBook? I don't have a single game open, excel and Xcode is runningby /u/rippple_tobenice (Apple Macbook) on June 5, 2026 at 4:06 pm
Please can someone help me get rid of this nonsense once and for all. I have tried cmd + ESC and nothing works, I can't find the off button and at this point I'm considering hard liquor as the only resolution https://preview.redd.it/yf848nkpmh5h1.png?width=686&format=png&auto=webp&s=8282cab05ff92cdd0fcdcb9740c84a33b09df7a6 submitted by /u/rippple_tobenice [link] [comments]
- is this a crazy good deal? seems like it but wanted a sanity check before buying lolby /u/OpenPay6732 (Apple Macbook) on June 5, 2026 at 3:48 pm
2021 Apple M1 Max MacBook Pro 16.2" 32GB/1TB w/ Warranty for $1k https://www.ebay.com/itm/376699689599?_skw=macbook+pro+m1+max&itmmeta=01KTC7CWHDNQ6D15SFVH5BCH2B submitted by /u/OpenPay6732 [link] [comments]
- MacBook Pro M1 Pro Bluetooth issuesby /u/Routine-Cell137 (Apple Macbook) on June 5, 2026 at 2:55 pm
Did anyone experience problems with Bluetooth connectivity with their machines? I bought mine few months ago second hand and till switching to AirPods month ago I didn’t use any Bluetooth peripherals. After trying using AirPods audio is breaking and after 1-2 minutes connection gets dropped, Magic Mouse is also sometimes lagging and it takes few tries to connect it to MacBook. Does anyone know how to fix it or should I change antenna? I don’t know what to do with it as I tried almost every solution from the internet submitted by /u/Routine-Cell137 [link] [comments]
- Anything else to consider?by /u/Safe-Perspective-767 (Apple Macbook) on June 5, 2026 at 2:51 pm
I'm 16 and getting a new laptop for sixth form/college. I'm currently a windows user, but planning on switching because the battery and compute on Windows laptops similary priced is nowhere near. I'm going to be using my laptop for general school work, coding (not vibe coding) running/training basic large language models, and probably virtualisation and a bit of simple gaming. My budget is roughly 1-1.2k, so I'm planning on going for the Macbook Air M5 24GB 13". I personally prefer the smaller screen because it's more convenient to carry - is there anything else I should consider? Or any alternatives, etc.? Also, does anyone have any tips for switching? I've used friend's macs before so I know my way around one, but I've never used one as my main device. submitted by /u/Safe-Perspective-767 [link] [comments]
- Deciding between Refurb M5 Pro or New M5 Airby /u/SignificanceOwn8163 (Apple Macbook) on June 5, 2026 at 2:50 pm
Finally upgrading from my beloved 2012 MacBook Pro 15 inch i7. Like the title said I’m thinking between an Apple refurbished M5 MacBook Pro 14 inch with 24GB ram and 1 TB SSD for $1609. Or same specs but 512 SSD for $1529. Still 1 year AppleCare from Apple and they replace the outer shell and battery with their refurbished models. I heard sometimes it’s just store returns and they still replace everything. OR New 15 inch M5 Air with 24GB ram and 512 SSD for $1499 or $1399 with the education pricing (still have access to my EDU email). I see on bestbuy 24 GB ram and 1TB SSD for $1550 on sale. The 13 air is too small for me. My use cases are full length video editing via CapCut with not too many effects, development work for fun to automate some of my day to day tasks, heavier spreadsheet work, Teams calls, and just web browsing and YouTube video watching. So I’m technically not a true “pro” user. My main goal is to have this laptop for the next 7- 10 years without upgrading. Hence the ram upgrade being important upgrade for me. Leaning toward the pro due proximity in pricing with the Air. What do people think? submitted by /u/SignificanceOwn8163 [link] [comments]
- M4 pro ( base) vs M5 air(base)by /u/KabhiAlvidaNaKehna (Apple Macbook) on June 5, 2026 at 1:51 pm
Same as above do give reasoning primarily for aiml.and college submitted by /u/KabhiAlvidaNaKehna [link] [comments]
- I customized a MacBook Neo with colorful spare partsby /u/Trxxi (Apple Macbook) on June 5, 2026 at 1:40 pm
submitted by /u/Trxxi [link] [comments]
- Lebih Untung Membeli Laptop Baru atau Memperbaiki Laptop Lama?by Hanz Com Laptop - Service & Laptop Bekas Depok (Laptops on Medium) on June 5, 2026 at 1:33 pm
Laptop sudah menjadi perangkat utama dalam aktivitas sehari-hari, baik untuk pekerjaan, pendidikan, maupun kebutuhan pribadi. Namun ketika…Continue reading on Medium »
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