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Former Tesla president discloses the secret to scaling a company | TechCrunch

Former Tesla president discloses the secret to scaling a company | TechCrunch

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Few companies have grown as quickly as Tesla, especially just before and after the company launched the Model 3, its first affordable EV.

“We scaled Tesla in 30 months from $2 billion in revenue to $20 billion in revenue,” Jon McNeil, the former president of Tesla who is now co-founder and CEO of DVx Ventures, told the crowd at TechCrunch’s All Stage event in Boston.

It wasn’t McNeil’s first time scaling companies, nor would it be his last. Previously, he founded six different companies, and after Tesla, he joined Lyft as COO before starting his own venture firm, where he’s launched a dozen startups.

Over the years, McNeil has developed a playbook that helps him identify when a company is ripe for scaling. He shared those insights last week with the audience at TechCrunch All Stage 2025.

When assessing a company’s potential to scale, McNeil primarily judges them on two different measures, product-market fit and go-to-market fit. It’s not unusual for investors to focus on those concepts, but McNeil has distilled them into two objective measures.

For product-market fit, he asks each startup, “do 40% of your customers say they cannot live without your product,” he said. If not, then the company isn’t ready. 

“We keep adding, adding, adding and tweaking the product until we get to 40% and then we say, okay, boom, now we’ve got product market fit,” McNeil said. “It’s actually objective and measured. It’s not a feeling, it’s not a sense. It’s a metric.”

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McNeil added, “We did a study of businesses that actually achieved breakout, and those businesses achieved breakout at roughly that 40% acceptance level.”

Second, McNeil looks at whether the company has a mature go-to-market strategy. Specifically, he’s interested in whether the amount a company spends to acquire customers, known as customer acquisition cost (CAC), is sufficiently below the total lifetime value (LTV) that the customer will bring the company. 

When a company starts pulling in four times more money over the life of the customer than it spent to acquire them — an LTV to CAC ratio of four-to-one — that’s when he knows the company is ready.

“Then we pour in the cash. But before then, we’re doling out cash $100,000 at a time just to get to different stage gates,” he said.

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SpaceX’s recent IPO and Starship rocket test flight delivered two big data points that offer a realistic vision for the coming years — and one that may disappoint both the company’s boosters and its critics.

Hidden behind the fantastic expectations for AI enterprise profits and plans for a moon base is a more grounded reality: An expendable Starship could keep SpaceX in business, but doesn’t achieve the cost reductions — or frontier business models — Elon Musk is betting on.

SpaceX is many businesses, but right now only one is producing significant revenue. Starlink, its satellite communications network, is the tent pole of the firm’s public offering. The top line is fairly incredible; SpaceX’s connectivity business generated $11.4 billion in revenue last year, the bulk of the company’s earnings.

But underneath, you can see the capital expenditure treadmill that scared previous entrepreneurs away from this model. SpaceX needs to replace about a fifth of its satellites every year just to maintain its current level of service. It has invested more in its satellite business ($11.4 billion) since the beginning of 2023 than it has building Starship and its launch infrastructure ($8.4 billion).

SpaceX’s S-1 filing with the U.S. Securities and Exchange Commission predicts costs will continue growing, but expects that improvements to its technology will allow it to reduce them as a percentage of its revenue.

Musk has said that Starship is the key to keeping Starlink’s costs under control, even saying that SpaceX could go bankrupt without the vehicle’s ability to replace those satellites cheaply. In that context, a note that stood out in SpaceX’s S-1 was the first acknowledgment that full reusability of Starship isn’t necessary to launch the new generation of Starlink satellites. But without full reusability, the cost will go up, making the business less attractive.

“If this reusability is not achieved then the cost of launch on Starship may not be much lower than Falcon 9, even if the full 100 ton capability is realized (which is by no means a foregone conclusion),” satellite market analyst Tim Farrar wrote in a note to clients last week. “The cost per launch may be as much as $100M (i.e. $1000 per kg) while tempo remains constrained by the rate at which second stages can be manufactured and first stages can be refurbished.”

Last week’s test flight of the third version of Starship and its booster bore those concerns out. The newest rocket’s maiden flight saw issues with a key capability for reusability — relighting the Raptor rocket engines on both the booster and Starship in order to make a controlled return to Earth. Starship did, however, deploy a set of dummy satellites and two test vehicles in space.

That helps square SpaceX’s prediction that it will begin launching a new generation of higher-throughput Starlink satellites 60 at a time, a twentyfold increase in capacity compared to a single Falcon 9 launch, later this year. At first glance a classic example of Musk’s timelines, it may actually be an expectation that initial launches will expend the Starship. If so, SpaceX might not be able to count on as much free satellite cash as expected, and its plans to launch space data centers will become untenable until the rocket is reusable.

At the same time, SpaceX’s S-1 shows that Starlink’s growth is slowing.

SpaceX’s total addressable market calculation is based on its ability to offer service to every fixed-broadband subscriber or mobile handset in the world. That’s unlikely, though, because Starlink isn’t competing on price with terrestrial fiber. The rest of the document suggests SpaceX continues to see direct-to-device as a complement, rather than a replacement, for terrestrial mobile providers.

Starlink has just over 10 million subscribers, more than any other satellite communications network. But Farrar notes the rate of user growth fell over the course of the first quarter of 2026. Quilty Space, a space consulting firm, projected earlier this year that SpaceX would end the year with 16.8 million subscribers. That would require the company’s quarterly growth rate to roughly double from where it is now, which may be difficult after recent price increases.

Growth matters for SpaceX because its new Starlink users are paying less than previous ones. Starlink’s average revenue per user has fallen from $99 in 2023 to $66 in the first quarter of 2026 — a change propelled by its expansion into new international markets where it can’t charge as much as it does in developed economies. Without a fast-growing user base, each new satellite launched is making less money.

Increased competition also threatens Starlink. Amazon’s Leo network is approaching the scale required to put pressure on SpaceX, although it is waiting for the Federal Communications Commission to extend a deadline that requires it to launch 1,600 internet satellites by July.

Data in the SpaceX filing presents a gloomy growth forecast for the company as well as rivals like Blue Origin. Farrar says that if SpaceX — much further ahead than any other company — is seeing slowing demand, that may signal the market for space broadband is smaller than the players anticipated.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Starships #path #reusability #murky #SpaceXs #TechCrunchElon Musk,SpaceX,Starlink,Starship">Starship’s path to reusability looks murky after SpaceX’s S-1 | TechCrunch SpaceX’s recent IPO and Starship rocket test flight delivered two big data points that offer a realistic vision for the coming years — and one that may disappoint both the company’s boosters and its critics. Hidden behind the fantastic expectations for AI enterprise profits and plans for a moon base is a more grounded reality: An expendable Starship could keep SpaceX in business, but doesn’t achieve the cost reductions — or frontier business models — Elon Musk is betting on. SpaceX is many businesses, but right now only one is producing significant revenue. Starlink, its satellite communications network, is the tent pole of the firm’s public offering. The top line is fairly incredible; SpaceX’s connectivity business generated .4 billion in revenue last year, the bulk of the company’s earnings. But underneath, you can see the capital expenditure treadmill that scared previous entrepreneurs away from this model. SpaceX needs to replace about a fifth of its satellites every year just to maintain its current level of service. It has invested more in its satellite business (.4 billion) since the beginning of 2023 than it has building Starship and its launch infrastructure (.4 billion). SpaceX’s S-1 filing with the U.S. Securities and Exchange Commission predicts costs will continue growing, but expects that improvements to its technology will allow it to reduce them as a percentage of its revenue. Musk has said that Starship is the key to keeping Starlink’s costs under control, even saying that SpaceX could go bankrupt without the vehicle’s ability to replace those satellites cheaply. In that context, a note that stood out in SpaceX’s S-1 was the first acknowledgment that full reusability of Starship isn’t necessary to launch the new generation of Starlink satellites. But without full reusability, the cost will go up, making the business less attractive. “If this reusability is not achieved then the cost of launch on Starship may not be much lower than Falcon 9, even if the full 100 ton capability is realized (which is by no means a foregone conclusion),” satellite market analyst Tim Farrar wrote in a note to clients last week. “The cost per launch may be as much as 0M (i.e. 00 per kg) while tempo remains constrained by the rate at which second stages can be manufactured and first stages can be refurbished.” Last week’s test flight of the third version of Starship and its booster bore those concerns out. The newest rocket’s maiden flight saw issues with a key capability for reusability — relighting the Raptor rocket engines on both the booster and Starship in order to make a controlled return to Earth. Starship did, however, deploy a set of dummy satellites and two test vehicles in space. That helps square SpaceX’s prediction that it will begin launching a new generation of higher-throughput Starlink satellites 60 at a time, a twentyfold increase in capacity compared to a single Falcon 9 launch, later this year. At first glance a classic example of Musk’s timelines, it may actually be an expectation that initial launches will expend the Starship. If so, SpaceX might not be able to count on as much free satellite cash as expected, and its plans to launch space data centers will become untenable until the rocket is reusable. Starlink growth slows At the same time, SpaceX’s S-1 shows that Starlink’s growth is slowing. SpaceX’s total addressable market calculation is based on its ability to offer service to every fixed-broadband subscriber or mobile handset in the world. That’s unlikely, though, because Starlink isn’t competing on price with terrestrial fiber. The rest of the document suggests SpaceX continues to see direct-to-device as a complement, rather than a replacement, for terrestrial mobile providers. Starlink has just over 10 million subscribers, more than any other satellite communications network. But Farrar notes the rate of user growth fell over the course of the first quarter of 2026. Quilty Space, a space consulting firm, projected earlier this year that SpaceX would end the year with 16.8 million subscribers. That would require the company’s quarterly growth rate to roughly double from where it is now, which may be difficult after recent price increases. Growth matters for SpaceX because its new Starlink users are paying less than previous ones. Starlink’s average revenue per user has fallen from in 2023 to in the first quarter of 2026 — a change propelled by its expansion into new international markets where it can’t charge as much as it does in developed economies. Without a fast-growing user base, each new satellite launched is making less money. Increased competition also threatens Starlink. Amazon’s Leo network is approaching the scale required to put pressure on SpaceX, although it is waiting for the Federal Communications Commission to extend a deadline that requires it to launch 1,600 internet satellites by July. Data in the SpaceX filing presents a gloomy growth forecast for the company as well as rivals like Blue Origin. Farrar says that if SpaceX — much further ahead than any other company — is seeing slowing demand, that may signal the market for space broadband is smaller than the players anticipated. When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#Starships #path #reusability #murky #SpaceXs #TechCrunchElon Musk,SpaceX,Starlink,Starship

we may earn a small commission. This doesn’t affect our editorial independence.

#Starships #path #reusability #murky #SpaceXs #TechCrunchElon Musk,SpaceX,Starlink,Starship">Starship’s path to reusability looks murky after SpaceX’s S-1 | TechCrunch

SpaceX’s recent IPO and Starship rocket test flight delivered two big data points that offer a realistic vision for the coming years — and one that may disappoint both the company’s boosters and its critics.

Hidden behind the fantastic expectations for AI enterprise profits and plans for a moon base is a more grounded reality: An expendable Starship could keep SpaceX in business, but doesn’t achieve the cost reductions — or frontier business models — Elon Musk is betting on.

SpaceX is many businesses, but right now only one is producing significant revenue. Starlink, its satellite communications network, is the tent pole of the firm’s public offering. The top line is fairly incredible; SpaceX’s connectivity business generated $11.4 billion in revenue last year, the bulk of the company’s earnings.

But underneath, you can see the capital expenditure treadmill that scared previous entrepreneurs away from this model. SpaceX needs to replace about a fifth of its satellites every year just to maintain its current level of service. It has invested more in its satellite business ($11.4 billion) since the beginning of 2023 than it has building Starship and its launch infrastructure ($8.4 billion).

SpaceX’s S-1 filing with the U.S. Securities and Exchange Commission predicts costs will continue growing, but expects that improvements to its technology will allow it to reduce them as a percentage of its revenue.

Musk has said that Starship is the key to keeping Starlink’s costs under control, even saying that SpaceX could go bankrupt without the vehicle’s ability to replace those satellites cheaply. In that context, a note that stood out in SpaceX’s S-1 was the first acknowledgment that full reusability of Starship isn’t necessary to launch the new generation of Starlink satellites. But without full reusability, the cost will go up, making the business less attractive.

“If this reusability is not achieved then the cost of launch on Starship may not be much lower than Falcon 9, even if the full 100 ton capability is realized (which is by no means a foregone conclusion),” satellite market analyst Tim Farrar wrote in a note to clients last week. “The cost per launch may be as much as $100M (i.e. $1000 per kg) while tempo remains constrained by the rate at which second stages can be manufactured and first stages can be refurbished.”

Last week’s test flight of the third version of Starship and its booster bore those concerns out. The newest rocket’s maiden flight saw issues with a key capability for reusability — relighting the Raptor rocket engines on both the booster and Starship in order to make a controlled return to Earth. Starship did, however, deploy a set of dummy satellites and two test vehicles in space.

That helps square SpaceX’s prediction that it will begin launching a new generation of higher-throughput Starlink satellites 60 at a time, a twentyfold increase in capacity compared to a single Falcon 9 launch, later this year. At first glance a classic example of Musk’s timelines, it may actually be an expectation that initial launches will expend the Starship. If so, SpaceX might not be able to count on as much free satellite cash as expected, and its plans to launch space data centers will become untenable until the rocket is reusable.

At the same time, SpaceX’s S-1 shows that Starlink’s growth is slowing.

SpaceX’s total addressable market calculation is based on its ability to offer service to every fixed-broadband subscriber or mobile handset in the world. That’s unlikely, though, because Starlink isn’t competing on price with terrestrial fiber. The rest of the document suggests SpaceX continues to see direct-to-device as a complement, rather than a replacement, for terrestrial mobile providers.

Starlink has just over 10 million subscribers, more than any other satellite communications network. But Farrar notes the rate of user growth fell over the course of the first quarter of 2026. Quilty Space, a space consulting firm, projected earlier this year that SpaceX would end the year with 16.8 million subscribers. That would require the company’s quarterly growth rate to roughly double from where it is now, which may be difficult after recent price increases.

Growth matters for SpaceX because its new Starlink users are paying less than previous ones. Starlink’s average revenue per user has fallen from $99 in 2023 to $66 in the first quarter of 2026 — a change propelled by its expansion into new international markets where it can’t charge as much as it does in developed economies. Without a fast-growing user base, each new satellite launched is making less money.

Increased competition also threatens Starlink. Amazon’s Leo network is approaching the scale required to put pressure on SpaceX, although it is waiting for the Federal Communications Commission to extend a deadline that requires it to launch 1,600 internet satellites by July.

Data in the SpaceX filing presents a gloomy growth forecast for the company as well as rivals like Blue Origin. Farrar says that if SpaceX — much further ahead than any other company — is seeing slowing demand, that may signal the market for space broadband is smaller than the players anticipated.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Starships #path #reusability #murky #SpaceXs #TechCrunchElon Musk,SpaceX,Starlink,Starship
1. ASUS ExpertBook Ultra 2026
Best Premium Business Laptops for Professionals in 2026 Not so long ago, business laptops were painfully boring. Thankfully, things have changed a lot. In 2026, the best business laptops aren’t just built for Excel sheets and Zoom calls anymore. They now pack desktop-level performance, OLED displays that rival those on premium TVs, AI-powered productivity tools, and battery life that can actually last a long flight without making you fight for the airport charging socket. This shift has also made choosing the right laptop way more confusing. Some machines focus entirely on portability for people constantly traveling between meetings, while others pack dedicated GPUs and AI chips for creators, developers, and multitaskers. To help narrow things down, we’ve rounded up some of the best business laptops you can buy right now. 1. ASUS ExpertBook Ultra 2026 The ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support. Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes. Best Features of ASUS ExpertBook Ultra 2026 Performance-oriented with powerful AI Super fast solid-state drive (SSD) Slim, lightweight, and strong body construction Pantone-certified OLED display screen Multitasking and creative-friendly 2. Dell 14 Premium Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations. Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity. With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing. Best Features of Dell 14 Premium Optionally comes equipped with RTX 4050 for creative work Lightweight premium design Intel Core Ultra processor OLED display Excellent performance for business and productivity 3. Lenovo ThinkPad X1 Carbon Gen 13The The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy. The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality. Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight. Best Features of Lenovo ThinkPad X1 Premium lightweight business design Excellent keyboard experience AI-enhanced privacy and security tools Powerful multitasking performance High-quality OLED display 4. HP EliteBook Ultra G1i The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives. For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours. Best Features of HP EliteBook Ultra G1i Lightweight premium build Excellent OLED touchscreen display Strong AI-enhanced productivity performance Advanced enterprise security tools High-quality webcam and audio setup #Premium #Business #Laptops #ProfessionalsBest Laptop

The ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support.

Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes.

Best Features of ASUS ExpertBook Ultra 2026

  • Performance-oriented with powerful AI
  • Super fast solid-state drive (SSD)
  • Slim, lightweight, and strong body construction
  • Pantone-certified OLED display screen
  • Multitasking and creative-friendly

2. Dell 14 Premium

Dell 14 best enterprise laptop

Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations.

Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity.

With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing.

Best Features of Dell 14 Premium

  • Optionally comes equipped with RTX 4050 for creative work
  • Lightweight premium design
  • Intel Core Ultra processor
  • OLED display
  • Excellent performance for business and productivity

3. Lenovo ThinkPad X1 Carbon Gen 13The

Lenovo ThinkPad X1 Carbon Gen 13

The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy.

The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality.

Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight.

Best Features of Lenovo ThinkPad X1

  • Premium lightweight business design
  • Excellent keyboard experience
  • AI-enhanced privacy and security tools
  • Powerful multitasking performance
  • High-quality OLED display

4. HP EliteBook Ultra G1i

HP EliteBook Ultra G1i best enterprise laptops

The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives.

For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours.

Best Features of HP EliteBook Ultra G1i

  • Lightweight premium build
  • Excellent OLED touchscreen display
  • Strong AI-enhanced productivity performance
  • Advanced enterprise security tools
  • High-quality webcam and audio setup
#Premium #Business #Laptops #ProfessionalsBest Laptop">Best Premium Business Laptops for Professionals in 2026 Not so long ago, business laptops were painfully boring. Thankfully, things have changed a lot. In 2026, the best business laptops aren’t just built for Excel sheets and Zoom calls anymore. They now pack desktop-level performance, OLED displays that rival those on premium TVs, AI-powered productivity tools, and battery life that can actually last a long flight without making you fight for the airport charging socket. This shift has also made choosing the right laptop way more confusing. Some machines focus entirely on portability for people constantly traveling between meetings, while others pack dedicated GPUs and AI chips for creators, developers, and multitaskers. To help narrow things down, we’ve rounded up some of the best business laptops you can buy right now. 1. ASUS ExpertBook Ultra 2026 The ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support. Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes. Best Features of ASUS ExpertBook Ultra 2026 Performance-oriented with powerful AI Super fast solid-state drive (SSD) Slim, lightweight, and strong body construction Pantone-certified OLED display screen Multitasking and creative-friendly 2. Dell 14 Premium Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations. Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity. With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing. Best Features of Dell 14 Premium Optionally comes equipped with RTX 4050 for creative work Lightweight premium design Intel Core Ultra processor OLED display Excellent performance for business and productivity 3. Lenovo ThinkPad X1 Carbon Gen 13The The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy. The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality. Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight. Best Features of Lenovo ThinkPad X1 Premium lightweight business design Excellent keyboard experience AI-enhanced privacy and security tools Powerful multitasking performance High-quality OLED display 4. HP EliteBook Ultra G1i The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives. For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours. Best Features of HP EliteBook Ultra G1i Lightweight premium build Excellent OLED touchscreen display Strong AI-enhanced productivity performance Advanced enterprise security tools High-quality webcam and audio setup #Premium #Business #Laptops #ProfessionalsBest Laptop

ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support.

Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes.

Best Features of ASUS ExpertBook Ultra 2026

  • Performance-oriented with powerful AI
  • Super fast solid-state drive (SSD)
  • Slim, lightweight, and strong body construction
  • Pantone-certified OLED display screen
  • Multitasking and creative-friendly

2. Dell 14 Premium

Dell 14 best enterprise laptop

Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations.

Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity.

With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing.

Best Features of Dell 14 Premium

  • Optionally comes equipped with RTX 4050 for creative work
  • Lightweight premium design
  • Intel Core Ultra processor
  • OLED display
  • Excellent performance for business and productivity

3. Lenovo ThinkPad X1 Carbon Gen 13The

Lenovo ThinkPad X1 Carbon Gen 13

The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy.

The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality.

Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight.

Best Features of Lenovo ThinkPad X1

  • Premium lightweight business design
  • Excellent keyboard experience
  • AI-enhanced privacy and security tools
  • Powerful multitasking performance
  • High-quality OLED display

4. HP EliteBook Ultra G1i

HP EliteBook Ultra G1i best enterprise laptops

The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives.

For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours.

Best Features of HP EliteBook Ultra G1i

  • Lightweight premium build
  • Excellent OLED touchscreen display
  • Strong AI-enhanced productivity performance
  • Advanced enterprise security tools
  • High-quality webcam and audio setup
#Premium #Business #Laptops #ProfessionalsBest Laptop">Best Premium Business Laptops for Professionals in 2026

Not so long ago, business laptops were painfully boring. Thankfully, things have changed a lot. In 2026, the best business laptops aren’t just built for Excel sheets and Zoom calls anymore. They now pack desktop-level performance, OLED displays that rival those on premium TVs, AI-powered productivity tools, and battery life that can actually last a long flight without making you fight for the airport charging socket.

This shift has also made choosing the right laptop way more confusing. Some machines focus entirely on portability for people constantly traveling between meetings, while others pack dedicated GPUs and AI chips for creators, developers, and multitaskers. To help narrow things down, we’ve rounded up some of the best business laptops you can buy right now.

1. ASUS ExpertBook Ultra 2026

Best Premium Business Laptops for Professionals in 2026 Not so long ago, business laptops were painfully boring. Thankfully, things have changed a lot. In 2026, the best business laptops aren’t just built for Excel sheets and Zoom calls anymore. They now pack desktop-level performance, OLED displays that rival those on premium TVs, AI-powered productivity tools, and battery life that can actually last a long flight without making you fight for the airport charging socket. This shift has also made choosing the right laptop way more confusing. Some machines focus entirely on portability for people constantly traveling between meetings, while others pack dedicated GPUs and AI chips for creators, developers, and multitaskers. To help narrow things down, we’ve rounded up some of the best business laptops you can buy right now. 1. ASUS ExpertBook Ultra 2026 The ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support. Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes. Best Features of ASUS ExpertBook Ultra 2026 Performance-oriented with powerful AI Super fast solid-state drive (SSD) Slim, lightweight, and strong body construction Pantone-certified OLED display screen Multitasking and creative-friendly 2. Dell 14 Premium Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations. Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity. With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing. Best Features of Dell 14 Premium Optionally comes equipped with RTX 4050 for creative work Lightweight premium design Intel Core Ultra processor OLED display Excellent performance for business and productivity 3. Lenovo ThinkPad X1 Carbon Gen 13The The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy. The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality. Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight. Best Features of Lenovo ThinkPad X1 Premium lightweight business design Excellent keyboard experience AI-enhanced privacy and security tools Powerful multitasking performance High-quality OLED display 4. HP EliteBook Ultra G1i The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives. For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours. Best Features of HP EliteBook Ultra G1i Lightweight premium build Excellent OLED touchscreen display Strong AI-enhanced productivity performance Advanced enterprise security tools High-quality webcam and audio setup #Premium #Business #Laptops #ProfessionalsBest Laptop

The ASUS ExpertBook Ultra 2026 is a business notebook built on premium design and high-end AI performance for professionals and executives. With an Intel Core Ultra 7 processor and an Intel Arc B390M graphics card, the device delivers top-notch AI-assisted performance across a range of applications. It features a 32GB LPDDR5X RAM and a 2TB PCIe Gen 4 SSD for superior multitasking and performance. Meanwhile, its 14-inch 3K OLED touchscreen display supports a 120Hz refresh rate and delivers accurate Pantone colors with HDR support.

Regarding connectivity, ASUS comes equipped with two Thunderbolt 4 ports, two USB Type-A ports, HDMI 2.1, Wi-Fi 7, and Bluetooth 5.4. For AI integration, ASUS has included the Intel NPU, Copilot+, and MyExpert AI. In addition, the use of a magnesium chassis ensures the computer is slim, durable, and lightweight, with a weight under 1 kilogram. The device comes with a 70 Wh battery and very fast charging, with the laptop reaching up to 50% in 30 minutes.

Best Features of ASUS ExpertBook Ultra 2026

  • Performance-oriented with powerful AI
  • Super fast solid-state drive (SSD)
  • Slim, lightweight, and strong body construction
  • Pantone-certified OLED display screen
  • Multitasking and creative-friendly

2. Dell 14 Premium

Dell 14 best enterprise laptop

Dell 14 Premium focuses on the needs of professionals seeking a portable yet powerful, premium-design laptop. In terms of performance, Dell 14 Premium is one of the closest equivalents to MacBook Pro among professional-oriented Windows laptops. The inclusion of Intel Core Ultra processors and Nvidia RTX GPUs ensures that productivity and creative applications can be used comfortably while multitasking and performing AI-assisted operations.

Using Intel Core Ultra 7 processors along with an Nvidia RTX 4050 graphics processing unit (GPU) offers reliable computing capabilities in business and creativity-related purposes. It has a maximum memory size of 32 GB with a total storage volume of 2 TB. This laptop also features a 14.5-inch OLED touchscreen display, a slim metallic build, and wireless connectivity.

With its light metal frame, it is perfect for traveling professionals, while its OLED screen enhances viewing quality for any kind of presentations or editing.

Best Features of Dell 14 Premium

  • Optionally comes equipped with RTX 4050 for creative work
  • Lightweight premium design
  • Intel Core Ultra processor
  • OLED display
  • Excellent performance for business and productivity

3. Lenovo ThinkPad X1 Carbon Gen 13The

Lenovo ThinkPad X1 Carbon Gen 13

The Lenovo ThinkPad X1 Carbon Gen 13 laptop is designed specifically for business professionals who require dependable performance every day. This laptop has a robust carbon fiber design, along with AI features that help ensure privacy.

The laptop can incorporate the most advanced technologies thanks to Intel Core Ultra 7 and Intel Arc processors, enabling seamless multitasking. RAM capacity on the laptop is up to 64 GB, and memory space can go up to 2 TB. Moreover, this laptop incorporates a 14-inch 2.8K OLED display, providing excellent picture quality.

Lenovo has included various AI-based security tools to help business clients use the laptop more easily. Such tools include privacy alerts and tips about using a VPN. Connectivity via Thunderbolt 4, WiFi, and ports makes the laptop easy to use for business. In addition, carbon fiber and magnesium materials increase laptop durability and reduce weight.

Best Features of Lenovo ThinkPad X1

  • Premium lightweight business design
  • Excellent keyboard experience
  • AI-enhanced privacy and security tools
  • Powerful multitasking performance
  • High-quality OLED display

4. HP EliteBook Ultra G1i

HP EliteBook Ultra G1i best enterprise laptops

The EliteBook Ultra G1i by HP is an ultralight laptop designed for business professionals who need improved performance and enhanced security. This device comes equipped with Intel Lunar Lake processors, intelligent AI technology, top-notch security, and an elegant OLED screen, enabling improved efficiency and productivity at work. It serves as a perfect companion for traveling businessmen and executives.

For connectivity, the laptop includes Thunderbolt 4 ports, USB 3.2 support, Wi-Fi 7, and Bluetooth 5.4. The HP also integrates enterprise-grade security features like BIOS protection, malware isolation, and remote lock/wipe capabilities. As for the laptop’s design, it is made of sturdy metal with an impressive matte finish and is quite light, at an estimated 1.18 kg. Furthermore, its battery will ensure that you can use it continuously for 13 hours.

Best Features of HP EliteBook Ultra G1i

  • Lightweight premium build
  • Excellent OLED touchscreen display
  • Strong AI-enhanced productivity performance
  • Advanced enterprise security tools
  • High-quality webcam and audio setup
#Premium #Business #Laptops #ProfessionalsBest Laptop

Don’t play innocent. If you’re a non-lawyer in the 2020s, you’ve at least had the passing thought that you could use an LLM to help you generate a killer lawsuit against someone who pissed you off.

Or at least now I know it’s not just me.

Thanks to AI, plaintiffs representing themselves, also known as “pro se” plaintiffs, are changing the legal landscape for the worse, according to a new study by MIT’s Anand Shah and USC’s Joshua Levy, reported on by the New York Times on Monday. The study has not yet been peer reviewed.

It says that since the rollout of widely available LLMs, 18 percent of pro se filings now contain what the authors have deemed AI-generated text. Perhaps consequently, “the total volume of pro se docket entries per court in the first 180 days of a case has grown by 64% on average across the post-AI period,” the study finds.

Typically, pro se filings come from prisoners working on their cases from behind bars, but the study notes that “national non-prisoner pro se filing share rose sharply from its approximately 11% historical steady state to 16.8% in fiscal year 2025, a gain that has no precedent in 25 years of administrative records.”

According to the Times, pro se plaintiffs lost 96% of their cases from 1998-2017.

The Times is largely spotlighting frivolous lawsuits generated with AI—and what a waste of time it is for the courts to painstakingly read and process all these slop-filled filings. A Minnesota federal judge named Patrick J. Schiltz, called it “an existential threat to the federal courts.”

To illustrate their point, the Times interviewed a man who uses AI to generate lawsuits. This person gave the paper his name, and allowed himself to be photographed for the story. Courts have alleged some unsavory things about this person, and the Times says he lives in his car. He is, to use one of the president’s favorite terms, straight from central casting—so much so that the Times’ story borders on, well, mean.

I can’t dispute that AI lawsuits sound like a massive problem. At the same time, lawsuits are often the only weapon downtrodden Americans have—a substitute for institutions and politicians that actually help make us whole when we’re harmed and it’s not our fault. Part of me can’t help but long to read a David and Goliath story about a rando armed with Claude who bootstraps their way to some life-changing, ten-figure legal victory—presumably after using the LLM to figure out how to argue a case in a courtroom as well.

#Random #People #Armed #Lawyer #Reportedly #Filling #Judicial #Dockets #LawsuitsArtificial intelligence,lawsuits">Random People Armed with AI and No Lawyer Are Reportedly Filling Judicial Dockets with Lawsuits Don’t play innocent. If you’re a non-lawyer in the 2020s, you’ve at least had the passing thought that you could use an LLM to help you generate a killer lawsuit against someone who pissed you off. Or at least now I know it’s not just me. Thanks to AI, plaintiffs representing themselves, also known as “pro se” plaintiffs, are changing the legal landscape for the worse, according to a new study by MIT’s Anand Shah and USC’s Joshua Levy, reported on by the New York Times on Monday. The study has not yet been peer reviewed. It says that since the rollout of widely available LLMs, 18 percent of pro se filings now contain what the authors have deemed AI-generated text. Perhaps consequently, “the total volume of pro se docket entries per court in the first 180 days of a case has grown by 64% on average across the post-AI period,” the study finds. Typically, pro se filings come from prisoners working on their cases from behind bars, but the study notes that “national non-prisoner pro se filing share rose sharply from its approximately 11% historical steady state to 16.8% in fiscal year 2025, a gain that has no precedent in 25 years of administrative records.” According to the Times, pro se plaintiffs lost 96% of their cases from 1998-2017. The Times is largely spotlighting frivolous lawsuits generated with AI—and what a waste of time it is for the courts to painstakingly read and process all these slop-filled filings. A Minnesota federal judge named Patrick J. Schiltz, called it “an existential threat to the federal courts.” To illustrate their point, the Times interviewed a man who uses AI to generate lawsuits. This person gave the paper his name, and allowed himself to be photographed for the story. Courts have alleged some unsavory things about this person, and the Times says he lives in his car. He is, to use one of the president’s favorite terms, straight from central casting—so much so that the Times’ story borders on, well, mean. I can’t dispute that AI lawsuits sound like a massive problem. At the same time, lawsuits are often the only weapon downtrodden Americans have—a substitute for institutions and politicians that actually help make us whole when we’re harmed and it’s not our fault. Part of me can’t help but long to read a David and Goliath story about a rando armed with Claude who bootstraps their way to some life-changing, ten-figure legal victory—presumably after using the LLM to figure out how to argue a case in a courtroom as well. #Random #People #Armed #Lawyer #Reportedly #Filling #Judicial #Dockets #LawsuitsArtificial intelligence,lawsuits

new study by MIT’s Anand Shah and USC’s Joshua Levy, reported on by the New York Times on Monday. The study has not yet been peer reviewed.

It says that since the rollout of widely available LLMs, 18 percent of pro se filings now contain what the authors have deemed AI-generated text. Perhaps consequently, “the total volume of pro se docket entries per court in the first 180 days of a case has grown by 64% on average across the post-AI period,” the study finds.

Typically, pro se filings come from prisoners working on their cases from behind bars, but the study notes that “national non-prisoner pro se filing share rose sharply from its approximately 11% historical steady state to 16.8% in fiscal year 2025, a gain that has no precedent in 25 years of administrative records.”

According to the Times, pro se plaintiffs lost 96% of their cases from 1998-2017.

The Times is largely spotlighting frivolous lawsuits generated with AI—and what a waste of time it is for the courts to painstakingly read and process all these slop-filled filings. A Minnesota federal judge named Patrick J. Schiltz, called it “an existential threat to the federal courts.”

To illustrate their point, the Times interviewed a man who uses AI to generate lawsuits. This person gave the paper his name, and allowed himself to be photographed for the story. Courts have alleged some unsavory things about this person, and the Times says he lives in his car. He is, to use one of the president’s favorite terms, straight from central casting—so much so that the Times’ story borders on, well, mean.

I can’t dispute that AI lawsuits sound like a massive problem. At the same time, lawsuits are often the only weapon downtrodden Americans have—a substitute for institutions and politicians that actually help make us whole when we’re harmed and it’s not our fault. Part of me can’t help but long to read a David and Goliath story about a rando armed with Claude who bootstraps their way to some life-changing, ten-figure legal victory—presumably after using the LLM to figure out how to argue a case in a courtroom as well.

#Random #People #Armed #Lawyer #Reportedly #Filling #Judicial #Dockets #LawsuitsArtificial intelligence,lawsuits">Random People Armed with AI and No Lawyer Are Reportedly Filling Judicial Dockets with LawsuitsRandom People Armed with AI and No Lawyer Are Reportedly Filling Judicial Dockets with Lawsuits Don’t play innocent. If you’re a non-lawyer in the 2020s, you’ve at least had the passing thought that you could use an LLM to help you generate a killer lawsuit against someone who pissed you off. Or at least now I know it’s not just me. Thanks to AI, plaintiffs representing themselves, also known as “pro se” plaintiffs, are changing the legal landscape for the worse, according to a new study by MIT’s Anand Shah and USC’s Joshua Levy, reported on by the New York Times on Monday. The study has not yet been peer reviewed. It says that since the rollout of widely available LLMs, 18 percent of pro se filings now contain what the authors have deemed AI-generated text. Perhaps consequently, “the total volume of pro se docket entries per court in the first 180 days of a case has grown by 64% on average across the post-AI period,” the study finds. Typically, pro se filings come from prisoners working on their cases from behind bars, but the study notes that “national non-prisoner pro se filing share rose sharply from its approximately 11% historical steady state to 16.8% in fiscal year 2025, a gain that has no precedent in 25 years of administrative records.” According to the Times, pro se plaintiffs lost 96% of their cases from 1998-2017. The Times is largely spotlighting frivolous lawsuits generated with AI—and what a waste of time it is for the courts to painstakingly read and process all these slop-filled filings. A Minnesota federal judge named Patrick J. Schiltz, called it “an existential threat to the federal courts.” To illustrate their point, the Times interviewed a man who uses AI to generate lawsuits. This person gave the paper his name, and allowed himself to be photographed for the story. Courts have alleged some unsavory things about this person, and the Times says he lives in his car. He is, to use one of the president’s favorite terms, straight from central casting—so much so that the Times’ story borders on, well, mean. I can’t dispute that AI lawsuits sound like a massive problem. At the same time, lawsuits are often the only weapon downtrodden Americans have—a substitute for institutions and politicians that actually help make us whole when we’re harmed and it’s not our fault. Part of me can’t help but long to read a David and Goliath story about a rando armed with Claude who bootstraps their way to some life-changing, ten-figure legal victory—presumably after using the LLM to figure out how to argue a case in a courtroom as well. #Random #People #Armed #Lawyer #Reportedly #Filling #Judicial #Dockets #LawsuitsArtificial intelligence,lawsuits

Don’t play innocent. If you’re a non-lawyer in the 2020s, you’ve at least had the passing thought that you could use an LLM to help you generate a killer lawsuit against someone who pissed you off.

Or at least now I know it’s not just me.

Thanks to AI, plaintiffs representing themselves, also known as “pro se” plaintiffs, are changing the legal landscape for the worse, according to a new study by MIT’s Anand Shah and USC’s Joshua Levy, reported on by the New York Times on Monday. The study has not yet been peer reviewed.

It says that since the rollout of widely available LLMs, 18 percent of pro se filings now contain what the authors have deemed AI-generated text. Perhaps consequently, “the total volume of pro se docket entries per court in the first 180 days of a case has grown by 64% on average across the post-AI period,” the study finds.

Typically, pro se filings come from prisoners working on their cases from behind bars, but the study notes that “national non-prisoner pro se filing share rose sharply from its approximately 11% historical steady state to 16.8% in fiscal year 2025, a gain that has no precedent in 25 years of administrative records.”

According to the Times, pro se plaintiffs lost 96% of their cases from 1998-2017.

The Times is largely spotlighting frivolous lawsuits generated with AI—and what a waste of time it is for the courts to painstakingly read and process all these slop-filled filings. A Minnesota federal judge named Patrick J. Schiltz, called it “an existential threat to the federal courts.”

To illustrate their point, the Times interviewed a man who uses AI to generate lawsuits. This person gave the paper his name, and allowed himself to be photographed for the story. Courts have alleged some unsavory things about this person, and the Times says he lives in his car. He is, to use one of the president’s favorite terms, straight from central casting—so much so that the Times’ story borders on, well, mean.

I can’t dispute that AI lawsuits sound like a massive problem. At the same time, lawsuits are often the only weapon downtrodden Americans have—a substitute for institutions and politicians that actually help make us whole when we’re harmed and it’s not our fault. Part of me can’t help but long to read a David and Goliath story about a rando armed with Claude who bootstraps their way to some life-changing, ten-figure legal victory—presumably after using the LLM to figure out how to argue a case in a courtroom as well.

#Random #People #Armed #Lawyer #Reportedly #Filling #Judicial #Dockets #LawsuitsArtificial intelligence,lawsuits

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