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Bill Gurley says that right now, the worst thing you can do for your career is play it safe

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For nearly three decades, Bill Gurley has been among of the most influential voices in Silicon Valley — a general partner at Benchmark whose early bets on companies like Uber, Zillow, and Stitch Fix helped define what modern venture capital looks like. Now, having moved to Austin and stepped back from active investing, the native Texan is channeling that same pattern-recognition instinct into something different: a book, a foundation, and a policy institute aimed at problems he thinks he can actually help solve.

The book is Runnin’ Down a Dream — a nod to Tom Petty and also an argument that following your passion isn’t just romanticized career advice but a true competitive strategy, one that becomes only more urgent as AI rapidly reshapes the workforce. The foundation, which he’s calling the Running Down a Dream Foundation, will award 100 grants of $5,000 a year to people who need a financial cushion to make a leap they’ve been afraid to take.

We caught up with Gurley to talk about all of it — including what he makes of the somewhat surreal reality that several of his former peers in tech now hold enormous sway in Washington, why he thinks the 996 grind culture many young founders have adopted is less alarming than it sounds, and what AI really means for your career. The following has been edited for length and clarity. Our full conversation with Gurley drops Tuesday on TC’s StrictlyVC Download podcast.

Why write this book?

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I went through a phase where I was reading a lot of biographies — people from very different fields, different time windows — and I started noticing patterns the way I would notice patterns in a market evolving. I wrote them down. A couple years later I got invited to speak at the University of Texas, dusted off the notes, built a presentation. They posted it on YouTube, and James Clear — who wrote Atomic Habits — noticed and posted about it. That’s what got me thinking about a book. And when I went through my own process of moving away from venture and thinking about what I wanted to do next, it became obvious I didn’t want to write about VC or Uber or any of that. I wanted to do something that could have a bigger mission.

Your research with Wharton found that roughly 60% of people would do things differently if they could start their careers over. That shocked you. Why?

When we first ran it as a SurveyMonkey poll we got seven out of ten. When we did it more rigorously with Wharton, we got six out of ten. One of the things that strikes me is that we have a phrase in the book — life is a use it or lose it proposition — and when you’re young, it’s just hard to have that framing. It’s hard to fast-forward through all of your time and recognize how precious it is. Daniel Pink has done a lot of work on what he calls regrets of inaction — the thing that weighs on people most as they get older is the thing they didn’t try, the stone left unturned. That holds across multiple geographies and cultures. And I think a lot of well-intentioned parents feel more responsibility to create economic stability for their kids than to encourage them to truly explore their passion. Especially with AI out there, that may not have been the right call.

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Exploring your passion sounds like easier advice for people who have financial runway. What do you say to someone working paycheck to paycheck?

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A few things. First, the book profiles people who started on the very bottom rung and climbed to the top — [celebrity hairstylist and entrepreneur] Jen Atkins moved to LA with $200 in her pocket. There’s nothing in the book that says you need to start anywhere other than right at the beginning. Second, if you’re living paycheck to paycheck, I wouldn’t encourage you to quit. I’d encourage you to use your free time to build a little document on your phone about what your thing might be. Learn. Prepare to jump before you jump. And third — this is why I’m launching the foundation. The last page of the book talks about it: we’re going to give 100 grants a year of $5,000 to people who are in exactly that position, who can convince us in an application that they’ve thought long and hard about where they want to go but need a little help getting there.

You’ve been outspoken for years about regulatory capture — the idea that big companies use regulation to entrench themselves.

I gave a speech on regulatory capture a few years back — it was at the All-In Summit — and at the time I said I had a fear that the AI companies would try to use regulation to protect themselves. I think that’s happening now. The flip side is that there are legitimate questions: Jonathan Haidt’s book Anxious Generation has been on the bestseller list for almost two years, arguing social media has been really bad for children, with academic research to back it up. People would say we should have gotten in front of social media and need to do it with AI. The problem is that the people begging for regulation the most in AI are the actual companies themselves, and that makes me skeptical. There’s also the global dimension — if US AI gets entangled in state-by-state regulation and Chinese models are running free, we’re going to paint ourselves in red tape. I always ask people: what are your favorite five regulations of all time, and how were they successful? Do you have any confidence that people at the state level in a random state know how to write good AI regulation that will actually work?

It’s a little surreal that several prominent figures from your world now hold enormous influence in Washington. What do you make of that?

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It’s very ironic. If you go back and watch that regulatory capture talk, who would have thought a few years later David Sacks would actually be [special advisor for AI and crypto in the White House]?

Back in 2018, Mike Moritz of Sequoia wrote in the FT that Americans would lose to China if they didn’t start working harder. It was controversial at the time, but a lot of young founders here seem to have since embraced a punishing work culture — the 996 ethos. What are your thoughts about what’s happening?

I kind of love it, honestly. I think Silicon Valley got really lazy during COVID — people weren’t coming into the office, the culture got soft in a way I hadn’t seen in all my years there. And I’ve been to China six times. I know what Michael Moritz was describing when he said we’re going to lose not because they’re smarter but because they have a better work ethic. But here’s the thing: if you study successful people across a lot of fields, we think it’s wonderful when an athlete practices 12 hours a day or when an artist works obsessively on their craft. Nobody says Jordan didn’t have work-life balance. We just don’t extend the same logic to building a company. If those founders love what they’re doing that much, and they feel like this is the moment to go hard, that’s actually precisely the point of the book: find the thing that makes you feel that way.

You talk about mentorship in the book. What makes a great mentor relationship and how do people find one?

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The number one thing is to get out of your head this ideal that gets passed around in the self-help world: ‘go get a mentor,’ and everyone runs out and cold calls someone that’s ridiculously too high and unachievable, and it doesn’t work. For all those people that are really out of reach right now, I call them aspirational mentors — create a persona of them, just like I was talking about with the dream job folder. Get clips of all the books they’ve written, podcasts they’ve done, interviews they’ve done, and study them. You can learn a lot from people without talking to them directly, especially in the modern age. And then for your real mentors, go two levels down from where you thought you were going to aim. Discover somebody — tools like LinkedIn make this so easy — and be the first person to ever call them and ask them to be a mentor, because they’ll be flattered. They’ll be flattered that you knew who they were. Imagine anyone getting their first call to be a mentor. It’s a great feeling. You’re going to have way more success with that interaction than shooting too high.

I’ll tell you a funny story: I started getting so many calls from people who wanted to break into venture that I wrote a three-page PDF called “So You Want to Be a VC,” and hidden in the third page was basically — go do X, go do Y, go do Z, come back and tell me how that went. The number of people that actually ended up talking to me after getting that document was a fraction of the number I sent it to. It’s funny how much it thinned when you gave them a little homework to do.

You started working on this book before the impacts of AI became clearer. Does that at all change how people should think about their careers?

If you’re following the traditional path — going through the career center at your university, signing up on a list, waiting for a recruiter to sit through 30 people in 20-minute slots — you look like a cog. You look mass-produced. For that group, AI looks frightening, and maybe it should. But if you are blazing your own trail, using the techniques in the book, becoming what I call a candidate of one — someone whose path looks completely unique because you’ve built it intentionally — then every tool in this book is amplified by AI. Learning has never been easier than right now, in the entire history of the world. If you’re running toward it, if you’re becoming the most AI-aware person in your field, this thing is nothing but a superpower.

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DIY Reflow Plate Runs On USB Power Delivery

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If you’re working with surface mount components, you’re likely going to want a reflow plate at some point. [Vitaly] was in need of just such a tool, and thus whipped up a compact reflow plate that is conveniently powered via USB-C. 

This reflow rig is designed for smaller work, with a working area of 80 mm x 70 mm. There are two options for the heating element—either a metal core PCB-based heater, or a metal ceramic heater. The former is good for working with Sn42Bi58 solder paste at 138 C, according to [Vitaly], while the latter will happily handle Sn63Pb37 at 183 C if the dirty stuff is more your jam.

Running the show is an ESP32-C3-WROOM, which serves up a web-based control panel over Bluetooth for setting the heating profiles. Using Bluetooth over WiFi might seem like an odd choice at first, but it means you don’t have to add the hot plate to the local wireless network to access it, handy if you’re on the move. It’s also worth noting that you can’t run this off any old USB charger—you’ll need one compatible with USB Power Delivery (PD) that can deliver at least 100 watts.

If you’re needing to whip up small boards with regularity, a hotplate like this one can really come in handy. Files are on GitHub for those eager to build their own.

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This isn’t the first time we’ve seen USB-C powering a small reflow plate. Of course, if you make your PCBs self heating, you can sidestep all that entirely.

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A Meta agentic AI sparked a security incident by acting without permission

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The Information reported that an AI agent within Meta took unauthorized action that led to an employee creating a security breach at the social company last week. According to the publication, an employee used an in-house agentic AI to analyze a query from a second employee on an internal forum. The AI agent posted a response to the second employee with advice even though the first person did not direct it to do so.

The second employee took the agent’s recommended action, sparking a domino effect that led to some engineers having access to Meta systems that they shouldn’t have permission to see. A representative from the company confirmed the incident to The Information and said that “no user data was mishandled.” Meta’s internal report indicated that there were unspecified additional issues that led to the breach. A source said that there was no evidence that anyone took advantage of the sudden access or that the data was made public during the two hours when the security breach was active. However, that may be the result of dumb luck more than anything else.

Many tech leaders and companies have touted the benefits of artificial intelligence, this is just the latest incident where human employees have lost control over an AI agent. Amazon Web Services experienced a 13-hour outage earlier this year that also (apparently coincidentally) involved its Kiro agentic AI coding tool. Moltbook, the social network for AI agents recently acquired by Meta, had a security flaw that exposed user information thanks to an oversight in the vibe-coded platform.

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The FBI confirms it’s buying Americans’ location data

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During a Senate hearing, FBI Director Kash Patel confirmed that his agency has bought information that could be used to track individuals’ movement and location. “We do purchase commercially available information that’s consistent with the Constitution and the laws under the Electronic Communications Privacy Act, and it has led to some valuable intelligence for us,” he said.

Law enforcement is required to obtain a warrant in order to get location data from cell service providers following the Carpenter v United States ruling from 2018. But why bother with all that hassle when they can just buy the information from the open market?

“Doing that without a warrant is an outrageous end run around the Fourth Amendment, it’s particularly dangerous given the use of artificial intelligence to comb through massive amounts of private information,” Sen. Ron Wyden, (D-Ore.) said during the Intelligence Committee hearing. Wyden is one of several lawmakers pushing for an overhaul of when and how the government can obtain citizens’ personal information.

It’s an overhaul that’s badly needed. Patel already has a history of dubious use of government resources, such as ordering SWAT protections for his girlfriend and somehow horning in on men’s hockey victory celebrations at the recent winter Olympics, so one would hope he’s not also stretching the limits of the few privacy protections that do exist. Then outside the FBI, we have the Department of Homeland Security being sued for illegally tracking immigration raid protestors and the Pentagon’s labeling of Anthropic as a supply-chain risk after the AI company refused to let its products be used for mass surveillance of Americans.

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Cloudflare Appeals Piracy Shield Fine, Hopes To Kill Italy’s Site-Blocking Law

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Cloudflare is appealing a 14.2 million-euro fine from Italy for refusing to comply with its “Piracy Shield” law, which requires blocking access to websites on its 1.1.1.1 DNS service within 30 minutes. The company argues the system lacks oversight, risks widespread overblocking, and could undermine core Internet infrastructure. Ars Technica’s Jon Brodkin reports: Piracy Shield is “a misguided Italian regulatory scheme designed to protect large rightsholder interests at the expense of the broader Internet,” Cloudflare said in a blog post this week. “After Cloudflare resisted registering for Piracy Shield and challenged it in court, the Italian communications regulator, AGCOM, fined Cloudflare… We appealed that fine on March 8, and we continue to challenge the legality of Piracy Shield itself.” Cloudflare called the fine of 14.2 million euros ($16.4 million) “staggering.” AGCOM issued the penalty in January 2026, saying Cloudflare flouted requirements to disable DNS resolution of domain names and routing of traffic to IP addresses reported by copyright holders.

Cloudflare had previously resisted a blocking order it received in February 2025, arguing that it would require installing a filter on DNS requests that would raise latency and negatively affect DNS resolution for sites that aren’t subject to the dispute over piracy. Cloudflare co-founder and CEO Matthew Prince said that censoring the 1.1.1.1 DNS resolver would force the firm “not just to censor the content in Italy but globally.”

Piracy Shield was designed to combat pirated streams of live sports events, requiring network operators to block domain names and IP addresses within 30 minutes of receiving a copyright notification. Cloudflare said the fine should have been capped at 140,000 euros ($161,000), or 2 percent of its Italian earnings, but that “AGCOM calculated the fine based on our global revenue, resulting in a penalty nearly 100 times higher than the legal limit.”

Despite its complaints about the size of the fine, Cloudflare said the principles at stake “are even larger” than the financial penalty. “Piracy Shield is an unsupervised electronic portal through which an unidentified set of Italian media companies can submit websites and IP addresses that online service providers registered with Piracy Shield are then required to block within 30 minutes,” Cloudflare said. Cloudflare is pushing for the law to be struck down, arguing that it is “incompatible with EU law, most notably the Digital Services Act (DSA), which requires that any content restriction be proportionate and subject to strict procedural safeguards.”

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In addition to appealing the fine, Cloudflare says it will continue to challenge Piracy Shield in Italian courts, engage with EU officials, and seek full access to AGCOM’s Piracy Shield records.

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Arena Breakout Closed Beta Goes Live in India on Android and iOS

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Gaming is growing every day, and a big part of that can be attributed to Tencent Games, which has been behind games like BGMI. Now, MoreFun Studios, a subsidiary of Tencent, has launched the Closed Beta Test (CBT) for its mobile tactical shooter Arena Breakout in India. Players can now download the game’s beta version on Android and iOS and experience hardcore FPS gameplay ahead of its official launch.

What is Arena Breakout?

Arena Breakout is a hardcore tactical first-person shooter in which survival and strategy play a key role. Unlike traditional mobile shooters, the game focuses heavily on realistic combat, inventory management, and extraction-based gameplay.

Players enter the war-torn region of Kamona, a fictional battlefield devastated by civil war. The objective is simple but challenging: explore the combat zone, collect valuable loot, and reach the extraction point safely.

However, players must survive encounters with enemy combatants and other players along the way. Every item carried into battle can be lost if the mission fails, making each run a high-risk, high-reward experience. Arena Breakout has already gained significant global traction, with the developers claiming over 100 million downloads.

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Extensive Weapon Customization

A game character shooting weapon in Arena breakout

Another highlight of Arena Breakout is its Ultimate Gunsmithing System, which allows players to build and customize weapons in great detail. The system includes:

  • 700+ weapon accessories
  • 10 modification slots
  • Extensive gun customization options

Players can modify weapons to suit different playstyles, whether that means building stealth-focused loadouts or heavily armored combat setups.

How To Access the Closed Beta?

If you can’t wait to get your hands on Arena Breakout, the closed beta test is live in India. You can download it on your phone by clicking the link here. Just remember that since it’s a closed beta, there may be random glitches or bugs. So, keep an eye out for those.

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Why Walmart and OpenAI Are Shaking Up Their Agentic Shopping Deal

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The chatbot also is intentionally flexible, with the new integrations in mind. “It can take on slight tweaks to the look and feel, to make it feel like a natural part of other environments,” Danker says.

Shopping Shift

The new Walmart experience is part of a broader pivot for OpenAI to focus on having checkouts take place within embedded apps, the Information reported earlier this month, without providing a rationale for the change. Danker spoke about the shift at the Morgan Stanley investor conference this month but didn’t cite the data behind it.

OpenAI spokesperson Taya Christianson says the company wants to focus on improvements to help users research products, while giving merchants more control over checkout. “We appreciate our partners for learning with us,” she added.

Walmart has excluded some products from Instant Checkout because it knew “the single-item checkout experience is detrimental” in some cases, Danker says. For instance, when someone buys a TV, they likely need to buy accessories like HDMI cables. On its website, Walmart can nudge shoppers to buy a bundle to avoid a frustrating installation experience, Danker says. Through Sparky, Walmart will be able to replicate that in chatbots.

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Retailers were eager to collaborate on Instant Checkout because the alternative at the time to serve ChatGPT users was by linking out to their websites. Walmart believes the Sparky experience will feel even “more seamless,” because users will be able to continue chatting and refining their order without needing to reenter their payment and delivery information already saved with Walmart.

Sparky has been criticized by people purporting to work for Walmart on Reddit, and testimonials for the chatbot are difficult to find on social media. But half of Walmart app users have engaged with it, according to the company. While people typically use the app to search for staples such as milk and bananas, they ask Sparky about exotic items or for solutions to more complicated problems. Walmart US CEO David Guggina recently said Sparky users spend about 35 percent more per order than other shoppers.

Danker acknowledges that Sparky is slow and generates weak responses often enough that some consumers might dismiss it as unreliable. Danker says the priority this year is training Sparky to be more proactive, getting it to learn more about individual shoppers, and making it helpful across more of Walmart’s many departments, such as the pharmacy.

While Walmart is pushing Sparky elsewhere, it hasn’t—and doesn’t plan—to block other AI agents from shopping on its website. Amazon, on the other hand, recently won a temporary court order barring Perplexity’s automated technology from masquerading as a human to make purchases. Danker says Walmart wants to support whatever tools customers are using as long as it’s a good experience. As in, there shouldn’t be erroneous orders, shocking bills, or an excessive need for customer service.

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“We don’t want to be prescriptive of the exact journey that every customer is going to take,” he says. “We don’t want to block things on a speculative or hypothetical concern.”

When it comes to how many consumers will trust AI with their shopping, Danker is prepared to speculate. “This idea that it will all become automated might be a little bit far-fetched,” he says. “People do get excited about shopping for clothes, for their home, for their children.” Walmart wants to leave users in control, just now with Sparky by their side in more places.


This is an edition of Will Knight’s AI Lab newsletter. Read previous newsletters here.

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Running Windows 98 On The IPAQ IA-2 Internet Appliance

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Devices that were limited to only run a web browser were relatively common around 2000, as many people wanted to surf the Information Super Highway, but didn’t quite want to get a regular PC — being in many ways the retro equivalent of a Chromebook. The Compaq iPAQ IA-2 from 2000 that [Dave Luna] got is no exception, with a Microsoft CE-based OS that is meant to be used with Microsoft Network (MSN) dial-up, which amusingly is still available today.

In order to get a more useful OS on it, like Windows 98, you have to jump through quite a few hoops, as [Dave] found out. Although there is an IDE connection on the mainboard, this cannot be booted from, likely due to BIOS limitations. This means that he had to chain boot via the 16 MB NAND Flash drive that the original OS booted from, which was done by writing MS-DOS to the Flash drive using another workaround as it’s not a standard IDE device either.

From this you can then boot Windows 98 from an IDE drive by pretending that it’s an ATAPI IDE device to dodge a limitation on IDE devices. The system’s hardware isn’t really going to make it into a blazing fast retro computer. It only has a 266 MHz Geode GX1 CPU and supports up to 256 MB of SDRAM. The IA-2 is also limited to 800×600, which required the use of an external monitor (as seen above) hooked up to the internal VGA port to set the proper resolution in the OS.

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But at least it can run DOOM, so that bare minimum requirement can be ticked off.

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Meta is having trouble with rogue AI agents

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An AI agent went rogue at Meta, exposing sensitive company and user data to employees who did not have permission to access it.

Per an incident report, which was viewed and reported on by The Information, a Meta employee posted on an internal forum asking for help with a technical question — which is a standard action. However, another engineer asked an AI agent to help analyze the question, and the agent ended up posting a response without asking the engineer for permission to share it. Meta confirmed the incident to The Information.

As it turns out, the AI agent did not give good advice. The employee who asked the question ended up taking actions based on the agent’s guidance, which inadvertently made massive amounts of company and user-related data available to engineers, who were not authorized to access it, for two hours.

Meta deemed the incident a “Sev 1,” which is the second-highest level of severity in the company’s internal system for measuring security issues.

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Rogue AI agents have already posed a problem at Meta. Summer Yue, a safety and alignment director at Meta Superintelligence, posted on X last month describing how her OpenClaw agent ended up deleting her entire inbox, even though she told it to confirm with her before taking any action.

Still, Meta seems bullish on the potential for agentic AI. Just last week, Meta bought Moltbook, a Reddit-like social media site for OpenClaw agents to communicate with one another.

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Crimson Desert Benchmark: 40 GPUs Tested

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We benchmarked Crimson Desert across 40 GPUs to see how it performs at 1080p, 1440p, and 4K. Here’s what to expect from your system – and how well it’s optimized for modern hardware.

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Corsair K100 Air Wireless Mechanical RGB Keyboard Packs Full Power Into a Slim Frame

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Corsair K100 AIR Wireless Keyboard
Corsair manages to pack a lot of punch into its K100 Air Wireless keyboard, priced at $130 today only (was $330). Pull the full-size board out of its packing, you can’t help but note how light it is, weighing in at less than two pounds. The brushed aluminum on top provides a robust feel despite the fact that the board is only 11mm thin at the borders and 17mm where the keys are located, while its low profile allows users to type all day without ever using the wrist rest because their hands naturally fall into place.



The switches are Cherry, which provide a nice mechanical feel that is typically only found on bulkier boards. Each press is shallow, at 1.8mm deep, with 0.8mm of actuation and a clear tactile bump that indicates that every key is registered, and even though you don’t have to push very far, you still receive plenty of pleasing feedback, making it ideal for rapid-fire typing sessions and the like.

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Corsair K100 AIR Wireless RGB Mechanical Gaming Keyboard – Ultra-Thin, Sub-1ms Slipstream, Low-Latency…
  • Stunning, Refined, and Ultra-Thin: The K100 AIR is an unbelievably thin wireless gaming keyboard just 11mm at its slimmest point, seamlessly blending…
  • Fast Wireless and Wired Connection Options: Three ways to connect to up to five different devices – Via sub-1ms SLIPSTREAM WIRELESS on PC or Mac…
  • Masterful Wireless Multi-Tasking: Quickly switch between wireless connections on your PC, Mac, and more at the press of a key, with secure AES 128-bit…

Wireless connectivity, on the other hand, is close to perfect. Slipstream technology at 2.4GHz frequency reduces lag to less than one millisecond and can poll up to 2,000 times per second. If you choose wired, you can get an even faster response, up to 8,000 hz, and Bluetooth allows you to connect up to three devices at once, making switching between laptop, phone, and console a breeze.

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Battery life is another area where the K100 Air Wireless excels. Users frequently expect slim designs to have limited battery life, but in this case, the RGB lighting lasts 50 hours on its own, and you can go up to 200 hours of ordinary use before needing to recharge. If you run low on battery, adaptive brightness will automatically activate to save power in low-light situations.

Corsair K100 Air Wireless Keyboard
In terms of customization, the software that comes with the board is extremely robust, since you can store up to 50 distinct profiles directly on the board itself, allowing you to carry your settings with you wherever you go without any further effort. You can even perform some pretty weird per-key lighting; 20 layers, anyone? There are distinct buttons for media playback and volume, as well as a smooth volume control wheel. With macro command support, you can program extra keys to do any function you wish.

Corsair K100 Air Wireless Keyboard
When compared to other wireless options on the market, the K100 Air Wireless truly shines out; Logitech and Razer models, for example, cannot compete in terms of battery life or polling speed. It doesn’t hurt that this one has larger inbuilt storage and supports multiple devices. The build quality is likewise excellent, as the board’s low thickness does not compromise ruggedness.

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