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The Sundance documentary Ghost in the Machine boldly declares that the pursuit of artificial intelligence, and Silicon Valley itself, is rooted in eugenics. 

Director Valerie Veatch makes the case that the rise of techno-fascism from the likes of Elon Musk and Peter Thiel is a feature, not a bug. That may sound hyperbolic, but Ghost in the Machine, which is built around interviews with philosophers, AI researchers, historians and computer scientists, leaves little room for doubt.

If you’ve been following the meteoric rise of AI, or Silicon Valley in general, Veatch’s methodical deconstruction of the technology doesn’t really unearth anything new. The film begins with the utter failure of Microsoft’s Tay chatbot, which wasted no time in becoming a Hitler-loving white supremacist. It retreads the environmental impacts of AI datacenters, as well as the ways tech companies have relied on low-wage workers from Africa and elsewhere to improve their algorithms. 

But even I was surprised to learn that we can trace the impact of eugenics in tech all the way back to Karl Pearson, the mathematician who pioneered the field of statistics, and who also spent his life trying to quantify the differences between races. (Guess who he believed was superior.) His legacy was continued by William Shockley, a co-creator of the transistor, an avowed white supremacist who spent his later years espousing (now debunked) theories around IQ and racial differences.

An early robot toy.

As a Stanford engineering professor, Shockley fostered a culture of prioritizing white men over women and minorities, which ultimately shaped the way Silicon Valley looks today. His line of thinking could have had an influence on John McCarthy, the Stanford researcher who coined the term “artificial intelligence” in 1955,  

With roots like that, Elon Musk — known to spout bigotry online,  foster a reportedly racist work environment at Tesla and  throw the occasionaly few Nazi salute — looks less like an anomaly than part of a pattern. Ghost in the Machine asks a simple question: How can we trust men like this (and it’s almost always men that look like Musk) with our future?

Through its many interviews, which include the likes of AI researcher Dr. Emily Bender, historian Becca Lewis and media theorist Douglass Rushkoff, Ghost in the Machine paints the rise of AI as a fascistic project that aims to demean humans and establish the techno-elite as our de facto rulers. Given how much our lives are already dominated by gadgets and social networks from companies that have pioneered addictive engagement over user safety, it’s easy to imagine history repeating itself with AI. 

Ghost in the Machine doesn’t leave any room for considering potential benefits around AI, which could lead proponents of the technology to dismiss it as a hit-job. But we’re currently at the apex of the AI hype cycle, after Big Tech has invested hundreds of billions of dollars on this technology, and after it has spent years shoving it down our throats without proving why it’s actually useful to many people. AI should be able to withstand a bit of criticism.

Ghost in the Machine is available to view at the Sundance Film Festival’s website and streaming apps from today through the end of Sunday, February 1st.  

This article originally appeared on Engadget at https://www.engadget.com/entertainment/tv-movies/sundance-doc-ghost-in-the-machine-draws-a-damning-line-between-ai-and-eugenics-180613367.html?src=rss 

When talking about the best VPNs, I frequently warn about the dangers of trusting free VPNs without verifying them. Although there are a few free VPNs worth recommending, many other free providers are ineffective, malicious or looking to profit off their users (or sometimes all three). Even the best free VPNs work a lot better once you subscribe and access their full service.

This can be frustrating if you want to enjoy the benefits of a VPN but don’t have the budget for yet another subscription. To help you out, I put together a list of the best paid VPN services you can get cheaply. Every name on the list comes with my full recommendation — I’ll never recommend a VPN that doesn’t protect you, no matter how affordable.

Before I get started, I want to define “cheap,” since VPNs often bamboozle the customer with muddled pricing schemes. Most providers have long-term subscription plans with big discounts, and many of them compensate by making their monthly plans more expensive. On this list, I’ll recommend services with cheap subscriptions for both the short and long term, plus one favorite that balances both.

Best cheap VPNs for 2026

Other VPNs we tested with good deals

A couple of VPNs have decent pricing options attached to worthy services but weren’t quite strong enough to make the list. Both these services get my hearty recommendation; they’re just hard to justify as “cheap.”

ExpressVPN

ExpressVPN recently switched to a multi-tier pricing model. The Basic pricing tier gets you complete VPN service but doesn’t include the full set of features. The best price on that is $78.18 for 28 months, which works out to $2.79 per month. Although that sounds great, it’s more expensive than both Surfshark and CyberGhost at the same duration and renews at the even higher price of $99.95 per year ($8.33 per month).

Still, as I wrote in my full ExpressVPN review, it’s an outstanding service overall. Thanks to its sensible app layouts and focus on doing simple tasks well, I find it especially good for introducing beginners to what a VPN can do.

NordVPN

NordVPN is another provider that I gave a relatively positive review. I really like its boundary-pushing features, especially the various types of highly specialized servers. Its pricing isn’t bad, exactly, but even the Basic level is more expensive than just about everyone else at every duration. NordVPN’s fast download speeds and wide server network make it worthwhile for lots of users, but it’s hard to recommend to people on a budget.

What to look for in a good cheap VPN

Looking for an affordable VPN is the same as looking for any kind of VPN; it just requires more care. The worst VPNs usually present themselves as free, but there’s also a fair number of mediocre options that think low prices have to mean a mediocre service. If you want to use a VPN but don’t have much extra cash, take some additional care in a few areas of your search.

First, don’t subscribe to a VPN — or even download any of its apps — if you haven’t verified its security. To do that, start by checking what experts have to say about it. If a VPN is truly unsafe, chances are high that somebody has already sounded the alarm. You can also check the list of protocols the VPN offers. If it’s anything other than OpenVPN, WireGuard or IKEv2, do a deep dive to make sure it’s using worthwhile encryption.

If you’ve verified that the VPN isn’t a virus, check to see if it has a free trial or a guaranteed money-back period. This will give you some risk-free time to do hands-on tests. Our article on how we test VPNs includes several tests you can run on your own computer, phone or tablet. Check the VPN’s speed, make sure it has the server locations you need and look for anything that might be leaking your real IP address.

Read the VPN’s privacy policy and make sure you’re comfortable with how much information it saves. Some VPNs emphasize privacy more than others. Finally, before your free trial or refund period expires, make sure to double-check on the pricing structure of the VPN you’re choosing — it’s possible that it will only be cheap for the first subscription period.

This article originally appeared on Engadget at https://www.engadget.com/cybersecurity/vpn/best-cheap-vpn-170000957.html?src=rss