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Reddit Escalates AI Data Wars With Perplexity Lawsuit

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A key notion of the social web — that user-generated content is free to access, but not necessarily free to take — may be going head-to-head with a mammoth legal test.

Earlier this week, Reddit filed a federal lawsuit against Perplexity AI, alleging the “answer engine” orchestrated a ploy to illegally scrape and profit from its data even after explicitly being told to stop. The core allegation, detailed in a complaint filed in a New York federal court, is noteworthy: Reddit accuses Perplexity and three “data-scraping service providers” of engaging in a deliberate, industrial-scale scheme to steal its content.

“These AI companies, worth up to tens of billions of dollars, desperately need access tomore and more high quality, current data to support their ambitions, and Reddit is a top-cited source of data for them,” the complaint states.

The complaint also employs a vivid analogy by equating data-scraping service providers SerpApi, Oxylabs, and AWMProxy to “would-be bank robbers”, painting the picture of a company that, when blocked from scraping Reddit directly, turned to a shadowy ecosystem of data-scraping intermediaries to get what it wanted.

“In a very real sense, these Defendants are similar to would-be bank robbers, who, knowing they cannot get into the bank vault, break into the armored truck carrying the cash instead,” the lawsuit states. “Meanwhile, Defendant Perplexity AI, Inc., an AI company that is more akin to a North Korean hacker, is a willing customer of at least one of its co-defendants.”

The “vault” refers to Reddit’s own platform, protected by technological barriers, while the “armored truck” refers to Google Search. The lawsuit alleges that these defendants specialize in masking their identities and locations to circumvent Google’s controls, scraping billions of search results pages containing Reddit content that they then sell. In a two-week period in July 2025 alone, the defendants are accused of accessing nearly three billion such pages.

Perplexity, an advertised client of SerpApi, is cast as the willing beneficiary of this operation. Reddit alleges Perplexity “will apparently do anything to get the Reddit data it desperately needs… anything other than enter into an agreement with Reddit directly, as some of its competitors have done.” This is a direct, named reference to the licensing deals Reddit has already signed with firms like Google and OpenAI.

This lawsuit against Perplexity is not Reddit’s first legal action to defend its data turf. The company filed a similar suit against AI giant Anthropic in June 2025, alleging it trained its models on Reddit data without consent and continued to access its servers over 100,000 times after promising to stop.

Notably, Reddit states it sent a cease-and-desist letter to Perplexity in May 2024, and in response, Perplexity allegedly claimed it did not use Reddit content to train its models and would respect the site’s robots.txt protocol. What happened next is central to Reddit’s case: instead of decreasing, the volume of Reddit citations on Perplexity allegedly increased forty-fold. “As an advertised client of SerpApi, there can be little doubt where and how Perplexity is getting its illicit Reddit data,” the firm states.

Reddit also created a specific post that was configured to be accessible only to Google’s crawler, and “within hours,” Perplexity allegedly “produced the contents” of that post, the company states.

Reddit seems to be trying to build a legal moat around its most valuable asset: the human conversation of its users. The platform’s value doesn’t lie within its advertising potential as much as in its vast, human-generated corpus of posts and critical discussions. Its new lawsuit appears to be a strong legal move to cement the value of its human conversations and bring AI firms to the negotiating table, setting up a precedent that could determine the cost of training and building intelligence.

“AI companies are locked in an arms race for quality human content — and that pressure has fueled an industrial-scale ‘data-laundering’ economy,” Reddit’s chief legal officer, Ben Lee, told The Verge. In a separate statement, Perplexity’s Jesse Dwyer stated that the company had not yet received the lawsuit, but “will always fight vigorously for users’ rights to freely and fairly access public knowledge.”

Reddit’s controversial 2023 API changes, which sparked widespread protests, were framed as a move to make commercial entities to pay for access. This lawsuit against Perplexity seems to embody that policy.

The outcome of this case will be important to watch, posing a direct test of the Digital Millennium Copyright Act (DMCA) as a tool to protect discrete copyrighted works as well as entire databases of public-yet-commercially-valuable human expression from unauthorized commercial exploitation.

It’s also likely to set a crucial precedent for the value of consumers’ online discourse in the AI age: A ruling in Reddit’s favor would solidify its data as a protected commercial asset, creating a major shift in how AI companies operate, while a victory for Perplexity could legitimize a new era of data acquisition, potentially disarming the emerging data-licensing economy that platforms such as Reddit are betting their future on. Either way, a business model wins.



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X Issues November 10 ‘Account Will Be Locked’ Twitter Security Warning

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October 26, 2025

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Given the continuing popularity of Elon Musk’s X social network, and the swathing staffing cuts made when the world’s richest man bought what used to be (and still is in my mind) Twitter, it doesn’t make the cybersecurity headlines as much as you might have thought. With PayPal users currently warned of ongoing attacks, ditto WordPress website owners, and even LastPass password manager customers, all being in the threat actor crosshairs, this is a good thing. However, X users have now been warned that unless they make a change to a legacy Twitter security setting, they will be locked out of their accounts from November 10. Here’s what you need to know.

ForbesAct Now — Microsoft Issues Emergency Windows Update As Attacks BeginBy Davey Winder

The X Safety Team Issues Clarification After Warning Of Twitter Account Lockouts

Whatever you call it, X or Twitter, the social network isn’t immune to security threats. This year alone, I have reported on outages caused by a claimed DDoS attack and a warning for 650 million X users not to change their passwords. Sometimes, though, the perceived security threat comes from inside the building. Such was the case after the X safety team tweeted on October 24: “After November 10, if you haven’t re-enrolled a security key, your account will be locked until you: re-enroll; choose a different 2FA method; or elect not to use 2FA.”

This, rather unsurprisingly if you ask me, created a wave of concern amongst both ordinary users and security experts on the social media platform. One asked whether not using 2FA meant their account would remain active; another asked whether there had been a security breach; and another asked whether this only impacted passkey users?

ForbesGmail Account Lockout Warning — Users Must Check This 1 Setting NowBy Davey Winder

The confusion sat with X warning that “all accounts that use a security key as their two-factor authentication method to re-enroll their key to continue accessing X,” and adding that users could “re-enroll your existing security key, or enroll a new one.” A typical example of someone who knows what they are talking about but not how to communicate that in such a way to people who do not. Translating tech-speak into ordinary language is an essential skill and one that the X safety team appears to have misplaced on this occasion.

What X should have said, and ended up being forced into actually saying a day later, was: “To clarify: this change is not related to any security concern, and only impacts Yubikeys and passkeys – not other 2FA methods (such as authenticator apps). Security keys enrolled as a 2FA method are currently tied to the twitter.com domain. Re-enrolling your security key will associate them with x.com, allowing us to retire the Twitter domain. If this relates to you, you’ll be prompted automatically to re-enroll.”

ForbesOrganizations Can’t Deploy Passwordless, Declare Victory And Walk AwayBy Davey Winder





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Google’s Pixel 10 Series Could Soon Receive A Significant Performance Boost

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1 hour ago

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October 26, 2025

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Key Takeaways

  • Some Pixel 10 users have reported underperforming graphics and battery life.
  • Google has confirmed it will release driver updates, potentially addressing these issues and unlocking the Pixel 10’s full potential.
  • A new GPU driver update (version 25.2) is available that Google could deploy for significantly improved performance.

October 26 Update Below: A driver update may be essential for security reasons. This article was originally published on October 24

The Pixel 10 could soon receive a significant boost in performance, and potentially battery life, thanks to an upcoming graphics driver upgrade.

Reports indicate that the Pixel 10 series currently underperforms in graphics performance, notably scoring lower than the Pixel 9 Pro in some benchmark tests. The Pixel 10 series uses a PowerVR DXT-48-1536 GPU from Imagination Technologies, rather than the ARM Mali component found in previous models, which has led to complaints of poor performance, especially when playing popular, graphically intensive games such as Genshin Impact, and reduced battery life during video playback in apps like Netflix.

A primary cause of these performance issues appears to be an outdated GPU driver. The Pixel 10 shipped with driver version 24.3, lacking key features and optimizations necessary for the new GPU to reach its full potential. While it’s not unusual for a smartphone to ship with slightly older drivers, the switch from Mail to PowerVR appears to have exacerbated the issue.

A New GPU Driver Is Already Available

Fortunately, Imagination Technologies has since released driver version 25.2, adding official support for Android 16, along with significant performance enhancements, including support for the latest Vulkan 1.4 specification. That means this particular update could greatly benefit Pixel 10 users, and early indications suggest Google will most likely implement it.

A Google representative recently confirmed to Android Authority that the company plans to continue releasing GPU driver improvements in its regular system updates.

“We are continuing to improve driver quality in our monthly and quarterly system updates. For example, the most recent September and October patch releases included driver improvements. In future releases we are planning further GPU driver updates.”

Google has a strong track record in this area, having delivered a significant GPU performance boost for Pixel 8 Pro users in its December 2023 update, and several generations of Pixel smartphones received performance gains thanks to an updated GPU driver in the March 2025 Feature Drop. However, Google’s statement stops short of any commitment to any specific driver versions or performance benefits for the Pixel 10 range.

Google Pixel 10: Performance Upgrades Are Likely

If this pattern continues, Pixel 10 users can expect significant performance gains with future driver updates. Given that the new driver is already available from Imagination Technologies, we can hope it arrives sooner rather than later. For those currently experiencing graphics performance issues, a fix appears to be on the horizon.

October 26 Update: Existing vulnerabilities make a driver update extremely likely.

Driver updates typically offer not only performance improvements but also essential security patches, increasing the urgency of releasing updates.

The Pixel 10’s GPU driver is vulnerable, putting additional pressure on Google to provide an update.

According to Imagination Technologies’ published GPU Driver Vulnerabilities list, versions of the PowerVR GPU driver, up to and including version 24.3, currently deployed in the Pixel 10 series, contain critical vulnerabilities that could result in system instability, reboots and non-privileged access to secure data.

Addressing these vulnerabilities will be a high priority for Google, making a driver update urgent. Imagination Technologies doesn’t appear to have released any driver updates between versions 24.3 and 25.1, which fixes all of the listed vulnerabilities and adds most of the improvements listed in this article.

This means Google’s next Pixel 10 GPU driver update will likely be to least version 25.1, if not the latest version 25.2 released to partners on Oct 8. Pixel 10 Users can therefore expect significant improvements in performance, reliability and security once Google releases this update.

Follow @paul_monckton on Instagram.

ForbesNano Banana AI Image Editing Comes To Billions Of Google UsersBy Paul MoncktonForbesGoogle Photos’ New Update Leaves International Users Wanting MoreBy Paul Monckton





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Edifier Unveils Upgraded S880DB MKII Active Speakers For Hi-Res Performance

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2 hours ago

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October 26, 2025

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Edifier is a speaker brand that’s rapidly building a reputation for producing premium mid-range speakers that sell for very affordable prices. Edifier has just announced the launch of the S880DB MKII, its fully upgraded successor to the brand’s acclaimed S880DB model. This latest version features enhanced acoustic performance, redesigned circuitry and an improved user experience.

The S880DB MKII speakers now feature a completely upgraded driver system that can produce a richer and more precise sound. The tweeters have been upgraded to a 1.25-inch titanium dome model with a 25mm voice coil and neodymium magnet. The output through the tweeters is 12W per channel. The previous model used a 1-inch tweeter, so the improvements deliver clearer and more transparent highs that offer more accuracy and detail.

Complementing the upgraded tweeters are a pair of redesigned 3.75-inch mid-bass drivers with an output of 32W per channel for a clearer sound across the entire mid-range. The woofers also provide an extended low-frequency response that goes as low as 50Hz for a fuller and richer bass response. The overall sound of the upgraded drivers is a more solid and balanced soundstage.

High-Quality Sound

At the heart of the new S880DB MKII speakers are high-performance chipsets sourced from Texas Instruments. Edifier has used the powerful XMOS XU216 onboard processor, which provides advanced digital audio processing and can support high-resolution audio playback up to 24-bit/96kHz, for clearer sound and ultra-low distortion.

The S880DB MKII speakers are designed to meet and exceed the specifications required to gain Hi-Res Audio certification. The speaker’s digital interfaces support resolutions up to 24-bit/192kHz, while the Texas Instruments analog front end operates at 24-bit/96kHz, for precise signal handling and clarity across the entire frequency range.

At the rear of the S880DB MKII’s primary speaker unit are all the inputs for connecting the speakers to a digital or analog source. Users can choose from two RCA line-in connectors, a digital coax and optical inputs, plus a USB-C port, which is ideal for connecting these speakers to a computer so they can be used on a desk setup. There’s no 3.5mm input, but a cable is provided that goes from 3.5mm to RCA.

Bluetooth Connectivity

Finally, these speakers also include a Bluetooth 5.3 receiver for wireless input. The S880DB MKII speakers support the LDAC audio codec with transmission rates up to 990kbps, which means high-resolution wireless audio streaming up to 24-bit/96kHz.

Using the LDAC codec ensures audiophile-grade sound quality over Bluetooth from compatible Android devices running Android 8.0 and higher. Anyone using the speakers with a Mac or iPhone could use a Bluetooth dongle that supports LDAC. In addition, the speakers also support the vanilla SBC codec, but not AAC. The sound of these speakers can be shaped using the three rotary controls at the rear of the primary unit. The three knobs control volume, treble and bass.

The S880DB MKII also includes a dedicated SUB OUT port for the connection of an external subwoofer — like Edifier’s recently announced T5S model — and an even deeper bass response. This feature provides a fuller and more immersive low-end that’s suitable for music, movies and gaming. The one thing missing is a front-mounted headphone jack, which a lot of people use for private listening when seated at their computer.

User-Friendly Controls

Controlling the speakers is easy using the included puck-shaped remote control, which is just as well because those rear-mounted controls aren’t particularly convenient to reach. The S880DB MKII speakers come with a newly designed and rechargeable 2.4GHz remote control for quick access to playback and volume levels.

On the front of the primary speaker is an integrated OLED display featuring auto-dimming and providing clear and real-time feedback without too much glare. The speakers are also fully compatible with Edifier’s ConneX smartphone app, which can be used to fine-tune settings and manage the source inputs directly from a smartphone’s screen.

Pricing and Availability:

The Edifier S880DB MKII speakers are available now for $399.99 from Amazon.com.

Tech Specs:

  • Total output power (RMS): Treble: 12W x 2 / Mid-low: 32W x 2.
  • Drivers: 3.75″ long-throw aluminum diaphragm / 1.25″ titanium diaphragm dome tweeters.
  • Frequency response: 50Hz – 40kHz.
  • Signal-to-Noise ratio: ≥ 85dB(A).
  • Audio inputs: USB-C, Optical, Coaxial, Line In 1, Line In 2, Bluetooth.
  • Input sensitivity: USB-C: 500 ± 50mFFS OPT: 500 ± 50mFFS, COAX: 500 ± 50mFFS, Bluetooth: 500 ± 50mFFS, Line In 1: 500 ± 50mV, Line In 2: 700 ± 50mV.
  • Bluetooth: V5.3.
  • Supported audio codecs: SBC, LDAC.
  • Dimensions (W x H x D): 145 x 237 x 207mm (Primary speaker) /145 x 237 x 192mm (Passive speaker).
  • Weight: 6.27kg.



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