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Artificial intelligence companies have been working at breakneck speeds to develop the best and most powerful tools, but that rapid development hasn’t always been coupled with clear understandings of AI’s limitations or weaknesses. Today, Anthropic released a report on how attackers can influence the development of a large language model.

The study centered on a type of attack called poisoning, where an LLM is pretrained on malicious content intended to make it learn dangerous or unwanted behaviors. The key finding from this study is that a bad actor doesn’t need to control a percentage of the pretraining materials to get the LLM to be poisoned. Instead, the researchers found that a small and fairly constant number of malicious documents can poison an LLM, regardless of the size of the model or its training materials. The study was able to successfully backdoor LLMs based on using only 250 malicious documents in the pretraining data set, a much smaller number than expected for models ranging from 600 million to 13 billion parameters. 

“We’re sharing these findings to show that data-poisoning attacks might be more practical than believed, and to encourage further research on data poisoning and potential defenses against it,” the company said. Anthropic collaborated with the UK AI Security Institute and the Alan Turing Institute on the research.

This article originally appeared on Engadget at https://www.engadget.com/researchers-find-just-250-malicious-documents-can-leave-llms-vulnerable-to-backdoors-191112960.html?src=rss 

Monarch Money is one of our favorite budgeting apps and, fittingly enough, there’s a way for newcomers to save money on a subscription right now. If you use the code WELCOME at checkout, you can get an annual plan for 30 percent off. It typically costs $100, but you can get 12 months of access for $70 with this code.

There are some key caveats here. The discount is only for new users, and it can’t be combined with other offers. The code only works when you sign up through the web. You can’t redeem it through the Monarch mobile app.

We feel that Monarch has a steeper learning curve than some other budget trackers and that certain aspects of the app are slightly more complex than they probably need to be. But it offers a great deal of customization and granularity, which outweighs our misgivings.

On the main dashboard, you’ll see your net worth along with your latest transactions, spending versus the previous month, your income so far for the month and details about upcoming bills, your investments and goals you’ve set. There’s also a link to a month-in-review page, which offers an in-depth overview of what’s been happening with your money that month. You’ll also be able to take a peek at how your net worth has changed over time.

Monarch can connect to your bank and track Apple Card, Apple Cash and Savings accounts. It can pull in your transactions and balance history automatically and detect your recurring expenses and income. The app can even keep your car valuation up to date. While it might take a little work to set up Monarch (and you might have to tweak things here and there), it’s a detailed budgeting app that can help you keep better track of your income, expenditure and net worth.

This article originally appeared on Engadget at https://www.engadget.com/deals/one-of-our-favorite-budgeting-apps-has-30-percent-off-annual-plans-right-now-174011690.html?src=rss 

Sora, OpenAI’s app and social network for AI-generated videos, has been downloaded over one million times, according to Sora head Bill Peebles. The app reached one million downloads in less than five days, Peebles says, “even faster than ChatGPT did.” That’s despite OpenAI only making the app available in North America, and its decision to require users to have an invite to actually use it.

Like TikTok, Sora offers an endless vertical feed of videos, only Sora’s videos are AI-generated rather than uploaded by users. Creating a 10-second video of your own is as simple as writing a prompt to OpenAI’s Sora 2 model in the app. And through the Sora’s Cameo feature, you can even create videos of yourself and anyone else who’s agreed to share their likeness to the service.

The limited guardrails OpenAI has put on Sora has already led to a rash of videos featuring OpenAI’s Sam Altman and content that clearly infringes on copyright. The fact that Sora can so readily create videos of recognizable characters like Pikachu raises questions about what OpenAI’s model was trained on, and has unsurprisingly prompted pushback from the larger entertainment industry.

In response, the company has updated Sora to give users more control over what videos their likeness can appear in. OpenAI plans to offer similar controls to rights holders, giving them “the ability to specify how their characters can be used (including not at all),” according to Altman. It’s not clear why these controls weren’t available when Sora launched, but both seem like good changes.

Because of Sora’s invite system, it’s difficult to say if the over one million downloads the app has received translates to as many users. It’s not unusual for someone to download an app and never use it. Whatever the case, OpenAI’s bet on AI-generated videos seems like it might be a winning one, provided the company finds a way to actually make more money than it looses generating videos for Sora.

This article originally appeared on Engadget at https://www.engadget.com/ai/openais-tiktok-of-ai-slop-hit-one-million-downloads-faster-than-chatgpt-181216271.html?src=rss 

Nintendo just released an odd little game onto the SNES Virtual Console that was previously exclusive to Japan. The simply-titled Mario & Wario is a point-and-click puzzle game that finds the plumber on the search for his brother after his money-obsessed doppelganger drops a bucket on his head. That’s the actual plot.

Players lead the bucket-headed Mario through 100 levels, each of which are filled with point-and-click puzzles set in a sidescrolling world. The original game was controlled via mouse and this Virtual Console release is no different. Switch owners can simply plug in a USB mouse to get going but Switch 2 owners have a niftier option.

You may remember that the new console’s Joy-Con controllers can flip over and be used as a mouse. Mario & Wario is another use case for this concept, after Drag x Drive and a minigame in Nintendo Switch 2 Welcome Tour. The game is available right now for Nintendo Switch Online members.

That’s not the only title that hit Virtual Console today. The SNES platformer Bubsy in Claws Encounters of the Furred Kind is available to play, as is the SNES fighter Fatal Fury Special. That one includes characters from both the original game and Fatal Fury 2.

This article originally appeared on Engadget at https://www.engadget.com/gaming/nintendo/nintendo-just-surprise-dropped-a-japan-only-snes-mario-game-onto-the-virtual-console-183536913.html?src=rss 

Indiana Jones and the Great Circle is getting another update to celebrate developer MachineGames 15th birthday. The big news here is the addition of a New Game+ mode, which is always a good time.

This mode will be available upon finishing the main story and most of the upgrades carry through, including adventure books (skills) and medicine bottles. Currency also follows from the first playthrough, as do any unspent adventure points. Players who complete this mode will be treated to a new ending sequence after the credits.

The update also brings the iconic Cairo outfit that Indy wore in Raiders of the Lost Ark. This outfit can be worn whenever he isn’t wearing a disguise. The studio promises more outfits are coming in the near future.

There’s even a new voice language section tool. This lets people mix and match any of the nine available voice languages with the fourteen text languages. “Prefer to hear the original English performances with subtitles in your native language? Want to try a new combination? The choice is yours,” the company wrote in a blog post.

There are also plenty of bug fixes and quality-of-life improvements accompanying this update. Finally, the game is adding software to detect the upcoming ROG Xbox Ally and Ally X handhand devices and will automatically adjust the video quality for better performance. The update drops on October 10 for PS5, Xbox Series X/S and PC.

For the uninitiated, Indiana Jones and the Great Circle is a first-person adventure that puts players in the shoes of the titular hero. It’s a fun game, but likely the best Indiana Jones movie since The Last Crusade. The story and acting are just that good. MachineGames recently dropped some DLC for the game and announced that it’s coming to the Nintendo Switch 2 next year.

This article originally appeared on Engadget at https://www.engadget.com/gaming/indiana-jones-and-the-great-circle-is-getting-a-new-game-mode-and-other-goodies-164624275.html?src=rss 

Proton VPN, my favorite VPN service right now, has expanded its free plan in response to surging demand for free VPNs. As Proton’s general manager announced by tweeting in French and later in Norwegian, free users now have access to servers in Canada and Norway, joining the existing locations in the United States, the Netherlands, Japan, Poland, Romania and Singapore. Free servers in all eight countries are now visible on the Proton VPN app.

As I covered in my Proton VPN review, users of the free plan can’t select a location for themselves. Instead, the app picks the fastest available free location whenever you connect. So if you were looking forward to using Proton for free to unblock Netflix in Norway, temper your excitement.

Even so, more locations on the free plan still means good news for free users. When a VPN has limited free servers, they get crowded, slowing down speeds for everybody. Adding new locations anywhere should open up some much-needed breathing room. It also means that users living in Canada or northern Europe have access to more free servers nearby — and the closer a VPN server is to you physically, the faster its speeds tend to be.

I’m happy to see top-tier VPN providers stepping up to the plate as the world clamors for more free VPN access. ExpressVPN’s launch of EventVPN is another good sign. If you need a free VPN for any reason, whether privacy, entertainment or something else, it’s always best to go with the free version of a service supported by paid subscriptions — otherwise you risk becoming the product yourself.

This article originally appeared on Engadget at https://www.engadget.com/cybersecurity/vpn/proton-vpns-free-plan-now-offers-access-to-servers-in-eight-countries-171419026.html?src=rss 

Last month, Alphabet told the House Judiciary Committee that it would allow some creators who were banned from YouTube for spreading COVID-19 and election-related misinformation to come back to the platform. Now, the company is outlining how that process will work, though it’s not clear exactly who will be provided that opportunity,

YouTube says that beginning today it will give “some previously terminated creators” the ability to “request” a fresh channel in an effort the company is characterizing as a bid for “second chances” on the platform. The update doesn’t reference its COVID-19 or election misinformation policies, which had come under fire from House Republicans. Instead, YouTube says that the “pilot program” will be available to some “qualified creators.” It doesn’t explain how it will determine who qualifies. Last month, far-right personalities Nick Fuentes and Alex Jones — both of whom were banned from YouTube years before the pandemic — attempted to rejoin YouTube after the letter was made public and were promptly removed.

“Our goal is to roll this out to creators who are eligible to apply over the coming months, and we appreciate the patience as we ramp up, carefully review requests, and learn as we go,” the company wrote. “Not every type of channel termination will be eligible.” Among the factors YouTube will consider are “whether the creator committed particularly severe or persistent violations of our Community Guidelines or Terms of Service, or whether the creator’s on- or off-platform activity harmed or may continue to harm the YouTube community.” People banned for copyright infringement won’t be able to apply. 

All that is still remarkably vague compared to the language Alphabet used in its letter to the House Judiciary Committee last month. “YouTube will provide an opportunity for all creators to rejoin the platform if the Company terminated their channels for repeated violations of COVID-19 and elections integrity policies that are no longer in effect,” it said. 

Importantly, YouTube isn’t giving previously banned creators access to their old channels and subscribers. Anyone who is let back on under the program will instead have the opportunity to create an entirely new channel, which means they’ll have to rebuild their presence from scratch.

This article originally appeared on Engadget at https://www.engadget.com/big-tech/youtube-will-give-second-chances-to-some-banned-creators-172000443.html?src=rss