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The next-gen Siri in iOS 27 might still ship as a beta experience in the early days

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Apple has spent the better part of a year trying to convince users that a smarter Siri is still on the way. Now, a new report suggests the company may be preparing expectations before the assistant finally arrives.

According to Bloomberg’s Mark Gurman, Apple is internally referring to the revamped Siri as a “beta” and “preview” product, signaling that the company may not present the software as a finished experience when it launches later this year. If that sounds familiar, it’s because Apple followed a similar playbook with the original Siri, which carried the beta label for roughly two years after its debut.

Apple appears to be lowering the stakes

The decision would be a notable departure from Apple’s traditional approach to introducing major software features. The company is known for polished launches, but artificial intelligence has proven to be a different challenge altogether. Labeling the new Siri as a preview could give Apple more room to improve the assistant in public without promising perfection on day one. It would also help explain why the company has been unusually careful when discussing Siri’s next-generation capabilities after earlier delays pushed the project back.

The move reflects a broader reality facing the AI industry. Whether it’s chatbots generating inaccurate information or digital assistants misunderstanding context, even the biggest tech companies are still figuring out how to make AI reliable enough for everyday use.

Not everyone may get access immediately

Gurman’s report also points to another possibility: Apple could introduce a waitlist for users who want to try the upgraded Siri. That wouldn’t be unprecedented. Apple used a similar strategy when it rolled out Apple Intelligence in 2024, gradually expanding access rather than opening the floodgates immediately. A waitlist would allow the company to monitor performance, gather feedback, and manage demand while ironing out bugs behind the scenes.

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For users, that means the arrival of Apple’s AI-powered assistant could look less like a traditional software release and more like an early-access program. That may disappoint those hoping for an instant upgrade, but it could ultimately be the safer path. After all, a smarter Siri that arrives slowly is probably better than one that arrives quickly and struggles to deliver on Apple’s biggest AI promises.

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Research Ireland’s Barometer project set to impact engagement

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The national project will capture a baseline that will be used to create a clearer image of how research is understood and utilised in Ireland.

Research Ireland has launched the Research in Ireland Barometer 2026, a new national project designed to build a richer, more inclusive understanding of how people across Ireland encounter, engage with, and experience research in their everyday lives.

The Barometer will focus on capturing lived experiences, primarily the stories, context and perspectives that often shape how people relate to research. Serving as a baseline for the coming years, the project will aim to create a clearer picture of how research is understood, trusted and encountered across different communities. 

Commenting, the director of research for society at Research Ireland, Dr Ruth Freeman, said: “The Research in Ireland Barometer 2026 represents an important step in opening up conversations about research across society. It is also essential to shaping how we engage with society as a public body. 

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“Rather than focusing solely on a simple, statistical survey, we are taking a community-engaged approach to understand how people experience research in their everyday lives, from the decisions they make to the information they encounter and trust.”

Freeman explained that the organisation is actively seeking information from people aged 16 and older, across Ireland – and particularly those who feel as though their experiences are not often captured in traditional surveys. Individuals have three months to contribute to the survey

She said, “By listening to people’s lived experiences and meeting people where they are, we aim to build a richer, more inclusive understanding of research and ensure it remains connected to the needs and experiences of the public.”

In early March, Research Ireland also unveiled its inaugural strategy for development of the country’s research and innovation landscape over the next five years. The aim of the strategy is to fund 3,800 new PhDs, support 14 enhanced research centres and deliver 150 research awards in collaboration with Government departments.

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Hackaday Podcast Episode 372: PopTubers, Shifty Semiconductors, And Shelving Shelf Labels

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This week, we’re shaking things up a little, with Tom Nardi still in the host seat, and someone besides Al Williams in the other, namely Kristina Panos.

The perfect tile for integrated LEDs

In Hackaday news, we have a new Frikkin’ Lasers Challenge going on now, although we acknowledge that no one can actually enter their project into it at the moment. We hope to have that fixed in short order. Procrastinators, disregard.

You’ll have to wait another week for the triumphant return of What’s That Sound, but we do have an audio mailbag for you this week. Thanks, Dillon!

We look at loading SEGA games from a vinyl record, discuss a really cool project that puts live plane data on your ceiling, and debate the name ‘PopTuber’. We also discuss DIY routers, and stress over the future of electronic shelf labels.

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Check out the links below if you want to follow along, and as always, tell us what you think about this episode in the comments!

Download in DRM-free MP3 and share it with your favorite PopTuber.

Episode 372 Show Notes:

News:

Mailbag:

  • Dillon asks the crew whether they take notes while working on projects, and how. And how!

Interesting Hacks of the Week:

Quick Hacks:

  • Tom’s Picks:
  • Kristina’s Picks:

Can’t-Miss Articles:

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iFi iDSD GR 2 Portable DAC Amp Debuts With New DAC Architecture, K2HD, and Lossless Bluetooth

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iFi Audio is bringing the Gryphon back with sharper teeth. The new iFi iDSD GR 2 arrives at High End Vienna 2026 as the next-generation successor to the xDSD Gryphon, a portable DAC/headphone amplifier that we have covered before and one that earned a loyal following for squeezing a lot of desktop-style flexibility into a travel-friendly chassis.

Priced at $529 USD, the iDSD GR 2 is not a minor refresh. iFi says the new model has been rebuilt around an all-new DAC architecture, upgraded fully balanced amplification, an OLED touchscreen interface, JVCKENWOOD’s K2HD Technology, and lossless Bluetooth connectivity.

That puts the GR 2 in the middle of a very competitive portable DAC/amp market where battery life, output power, codec support, usability, and actual headphone-driving ability matter more than anything. As always, the spec sheet looks promising. The listening will decide whether the Gryphon legend still breathes fire or just got a new badge.

ifi-idsd-gr-2-top-angle

iFi iDSD GR 2: New DAC, More Power, Better Wireless

The iFi iDSD GR 2 is more than a cosmetic update to the xDSD Gryphon. iFi has moved to a new PCM1795 DAC with a bespoke balanced circuit design, upgraded the fully balanced amplifier section, and increased output to 1,513mW RMS into 32 ohms — a claimed 50% jump over its predecessor.

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The control side gets a colour OLED touchscreen with capacitive controls, while wireless support moves to Bluetooth 5.4 with aptX Lossless and LDAC. Wired users are not being ignored either, with USB, S/PDIF, and line-level connectivity all included.

The GR 2 also adds JVCKENWOOD’s K2HD Technology, XBass+, XSpace, Hybrid Power Mode for better long-term battery health, and iFi Nexis app support for OTA updates and deeper control. There is a lot packed into this portable DAC/headphone amp, especially at a price point we expected to be higher based on early rumors surrounding the GR 2.

Bluetooth 5.4 With aptX Lossless and LDAC

The iFi iDSD GR 2 also updates the wireless side with Bluetooth 5.4, including support for aptX Lossless and LDAC.

That gives the GR 2 stronger wireless credentials than many portable DAC/amps, especially for users who want to connect from a phone, tablet, or laptop without giving up higher-quality codec support. aptX Lossless can deliver 16-bit/44.1kHz CD-quality playback under the right conditions, while LDAC offers bitrates up to 990kbps for compatible Android devices.

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There are still the usual Bluetooth caveats. Codec support depends on the source device, connection stability, and the listening environment. iPhone users will not get aptX Lossless or LDAC from iOS, so the GR 2’s wired USB input will still matter for Apple users who want higher-resolution playback.

New PCM1795 DAC Architecture

The biggest internal change inside the iFi iDSD GR 2 is the move to the Burr-Brown PCM1795 DAC, which iFi says is being used in one of its products for the first time.

That matters because this is not just a chip swap. The PCM1795 is a current-output DAC, which gives iFi more room to design its own I/V conversion and output stages around the chipset. In the GR 2, that includes a bespoke balanced circuit, Class A op-amps, and a signal path that is now fully balanced from the preamp section to the headphone stage.

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iFi also says it has removed unnecessary electronic switching from the circuit, which should help reduce distortion across the signal path. The goal is lower noise, cleaner conversion, and a more transparent presentation without abandoning the warmer tonal balance that many listeners associate with iFi’s portable DAC/amp designs.

We will dig further into how much of that shows up in actual listening, but on paper, this is one of the most meaningful engineering changes between the older xDSD Gryphon and the new iDSD GR 2.

iFi iDSD GR 2 Top

OLED Touchscreen Control

The iFi iDSD GR 2 also adds a colour OLED touchscreen with capacitive controls, which should make the device easier to use without digging through layers of menus.

That matters on a portable DAC/headphone amp with this many features. Input selection, gain, filters, Bluetooth status, battery information, and sound processing modes all need to be easy to access, especially when the device is being used with a phone, laptop, tablet, or digital transport.

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The new interface gives the GR 2 a more modern control system than the older xDSD Gryphon, and it should make day-to-day adjustments faster and less frustrating.

Hybrid Power Mode for Battery Health

The iFi iDSD GR 2 introduces a new Hybrid Power Mode designed to manage how the unit draws power during longer listening sessions.

When connected to an external power supply, the GR 2 can prioritize external power instead of constantly running from the internal battery. If the amplifier section needs additional current, it can draw from the battery briefly, then return to external power once demand drops.

That should help reduce unnecessary battery cycling, which matters if the GR 2 spends a lot of time connected to a desk, laptop, or fixed audio system. Portable DAC/amps are still battery-dependent devices, and long-term battery health is not a small detail unless you enjoy turning expensive gear into a paperweight with balanced outputs.

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It is a practical feature, not a flashy one, but it could make the GR 2 more useful for listeners who move between portable and desktop setups.

ifi-idsd-gr-2-front
ifi-idsd-gr-2-back

More Power for Full-Sized Headphones

The iFi iDSD GR 2 also gets a meaningful power increase, with iFi claiming up to 1,513mW RMS into 32 ohms. That is said to be 50% more headphone drive than the original xDSD Gryphon.

That level of output should make the GR 2 a realistic option for many full-sized planar magnetic and dynamic headphones from the balanced output, not just sensitive IEMs and easy-to-drive portable models. It also gives users more headroom before the amplifier starts to feel strained.

There are still some important blanks to fill in. We are waiting to see how the GR 2 handles higher-impedance loads above 200 ohms, where voltage swing matters more than headline wattage into 32 ohms. And to be clear, this is not designed for electrostatic headphones, which require their own dedicated energizer or amplifier.

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On paper, the extra output is one of the GR 2’s more useful upgrades. More power only matters if it comes with control, low noise, and clean gain, but the numbers suggest iFi is aiming beyond the usual pocket-DAC crowd.

K2HD Processing and Digital Filters

The iFi iDSD GR 2 also includes JVCKENWOOD’s K2HD Technology, which is designed to process digital recordings by restoring some of the harmonic information that can be reduced during digital mastering, compression, or conversion.

That does not mean it magically turns every file into a master tape. The goal is more specific: to add a degree of harmonic reconstruction and tonal density to digital playback without forcing users into a fixed sound profile. iFi says the GR 2 also includes a lighter K2 mode, which offers a similar approach without upsampling.

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The GR 2 also provides four selectable digital filters, giving listeners some control over how the DAC handles timing, roll-off, and overall presentation. Some users will hear those differences more clearly than others, depending on the headphones, source material, and how allergic they are to menus.

Specifications Compared

iFi Audio iDSD GR 2 vs. xDSD Gryphon
iDSD GR 2 xDSD Gryphon
Price $529 $499
Format Support  PCM 768kHz
DSD512
Bluetooth 5.4 
PCM 768kHz
DSD512
Bluetooth 5.1 
Bluetooth Codecs  aptX Lossless
aptX Adaptive
aptX
LDAC, LHDC/HWA,
AAC, SBC
aptX Adaptive
aptX
LDAC, LHDC/HWA,
AAC, SBC
DAC & I/V Stage  Burr-Brown PCM1795 with bespoke I/V stage  Burr-Brown DSD1793 using internal I/V stage 
XMOS Chipset  XU316 XU216
Inputs  USB-C
Bluetooth 5.4
S/PDIF (Optical & Coaxial)
3.5mm Line
4.4mm Line (new true balanced design)
USB-C
Bluetooth 5.1
S/PDIF Optical & Coaxial)
3.5mm Line
4.4mm Line 
Amplifier Chipset  TRPA6120  MAX97220 
Line Outputs  3.5mm SE
4.4mm Balanced (4.37Vrms)
3.5mm SE
4.4mm Balanced (6.7Vrms)
Headphone Outputs  3.5mm S-Balanced
4.4mm Balanced
3.5mm S-Balanced
4.4mm Balanced
Output Power (RMS)  >1,513mW @ 32Ω (4.4mm Balanced)
>567mW @ 322Ω (3.5mm S-Balanced)
>1,000mW@ @ (4.4mm Balanced)
>320mW @ 325 (3.5mm S-Balanced)
K2HD Technology  Yes
Digital Filters  BP, GTO, MIN, STD BP, GTO, MIN, STD 
Battery  Li-Po 4,900mAh Li-Po 3,600mAh 
Hybrid Battery Mode  Yes – akin to “Desktop” mode
Nexis Compatibility  Yes
Display  2.3″ OLED Color Touchscreen 2.08″ Black and White
ifi-idsd-gr-2-top-angle-right

The Bottom Line

The iFi iDSD GR 2 looks like a meaningful step beyond the older xDSD Gryphon, not just a cosmetic refresh. We know it uses a new Burr-Brown PCM1795 DAC, a fully balanced circuit design, upgraded amplification rated at up to 1,513mW RMS into 32 ohms, a larger color OLED touchscreen, Bluetooth 5.4 with aptX Lossless and LDAC, JVCKENWOOD K2HD processing, four digital filters, XBass+, XSpace, Hybrid Power Mode, and iFi Nexis app support. At $529 USD (£529 / €549 / $799 CAD), it also lands lower than early rumors suggested, which makes the feature set more interesting. Nevertheless, the hardware story is promising.

Where to buy: $529 at iFi Audio (Available July 6, 2026)

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iOS 27 Leaks Point to Notification Gestures Moving Left and Siri Evolving Into a Proper Chat Partner

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Apple iOS 27 Leaks Rumors
Apple plans to show off iOS 27 at its Worldwide Developers Conference early next week, and details already surfacing from internal builds and reports give a clear sense of the practical shifts users will notice first. One adjustment stands out right away for its effect on long-held habits. Notifications currently appear from the top of the screen, and a downward swipe from the middle opens the full list in Notification Center. In current internal versions of iOS 27, those alerts instead slide in from the left side. Reaching Notification Center requires a downward swipe from the top-left portion of the screen. A swipe from the center area now surfaces search or an interface for asking the assistant directly.



The decision to change the natural flow of scrolling originates from a deliberate attempt to place search and helper features in the most natural spot. The animation for incoming alerts now follows the new direction, making the overall experience feel much more consistent. People who have been using the swipe routinely for years may find themselves attempting to return to the Notification Center by habit, but instead being taken to the search panel. This prioritizes getting you to the information or request as quickly as possible, without the need for another tap.

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The Find My app also gets a slight design change. New icons appear in the navigation tab bar, freshening up the overall design, but the fundamentals remain same. The big news is Siri. Siri is expected to receive a substantial overhaul, changing it into a true conversation tool rather than a collection of one-time queries. It will contain a designated area for these back-and-forth conversations, where you can connect by voice or text. Siri will understand what you’re saying based on the context of what you’re looking at on your screen or what’s open. Conversations can be shared between devices via iCloud. You’ll also have basic control over chat history, allowing you to delete previous conversations after a month, a year, or keep them forever.

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Apple iOS 27 Leaks Rumors
According to early reports, the experience might begin in preview mode, as many of Apple’s prior enhancements did. Some builds additionally have a potential feature that allows customized requests to be transmitted via ChatGPT. The animation work is also related to the Dynamic Island, with descriptions of flowing glassy effects that limit interaction rather than bursting out all over the place. The Clean Up option in the Photos app is getting a much-needed upgrade in iOS 27. Apple is also experimenting with allowing you to edit your images with phrases or voice commands, like “crop the top left corner” or “make the colors stronger.” This one may arrive later, rather than right away.

Apple iOS 27 Leaks Rumors
Other rumors indicate that the Camera app will have its own direct link to the assistant for specific tasks, as well as a few AI-powered choices to refocus your photographs or make parts of them larger. All of this is part of a bigger push to simply integrate AI capabilities into areas where they are already being used.

Apple iOS 27 Leaks Rumors
According to all of the leaks thus far, iOS 27 is all about smoothing out the wrinkles and making current features work more seamlessly, rather than delivering any fresh new whiz-bang features. Support is expected to return to the iPhone 12 and all subsequent generations, but some of the more complex AI features will likely remain exclusive to newer hardware. Then, during WWDC, we’ll get a better sense of what’s going on, when to expect things, and how everything works together in the grand scheme.
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Google Says It Will Replenish More Water Than It Uses At Data Centers

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An anonymous reader quotes a report from 9to5Google: There’s been a lot of pushback in recent months around the impact of AI data centers on local communities, with the use of water being a key issue for many. Google, in an expansion of its “water stewardship” programs, is making commitments that include replenishing more water than it uses at its data center sites. AI data centers go through a lot of water use in cooling the hardware used to power models, and Google is no exception. While Google stands by saying that the impact of AI data centers on U.S. water consumption is “small,” it also says it is focusing on “protecting local water resources in all aspects of our data center operations.”

In a post, Google explains five new commitments regarding water use at its data centers in the U.S. These include replenishing more water than is consumed at data centers, helping local utilities to modernize water infrastructure, using air-cooled solutions in areas where watersheds are at risk, “transparently” reporting water use at data centers, and focusing on “alternative and reclaimed” water solutions. […] In a linked paper (PDF), Google says it will replenish 120% of the water it uses at data center sites by 2030. Google is also committing $17 million to new water stewardship projects in Georgia, Iowa, Michigan, Minnesota, Missouri, Nebraska, and Texas in addition to 165 other projects already in place throughout the U.S.

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Logitech G512 X 98 Review: A Hybrid Mish-Mash

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The transition from analog switches back to mechanical isn’t perfect, either. When you plug in a normal switch and press the “scan” button to reset the board, the multi-input functionality still stays semi-functional. In my testing, where I set a WASD half-press to be the normal letter, and a full press to be [Shift + WASD], pressing any of those keys and a second key immediately after would cause the next input to combine with the Shift input, resulting in wOrdS with raNdOMly capitaLized letters! The strangest part is that the G-Hub app knows when a mechanical switch is plugged in, and gives you an alert that the multi-input won’t work with a standard switch, but it doesn’t default to the key’s standard input to avoid issues.

The tedium of swapping out switches, scanning, and changing keymaps every time you start up a game is not ideal. I found myself groaning at the prospect, and using only the mechanical switches for gaming. Much like glasses with transition lenses, the BMW i8, or a McRib, this keyboard creates a hybrid version of two things that is, across the board, worse than its individual parts.

One nice touch is that the removable angled feet on the underside of this keyboard also function as keycap and switch pullers. If you’re traveling with this keyboard, you’ll always have these tools with you. But it also means, if you don’t like using your keyboard at an 8-degree angle, you’ll have awkwardly-designed switch and keycap pullers sitting on your desk. The mild added convenience of part-time storage is nowhere near as practical as the standard flip-out feet and separate keycap/switch puller that most keyboards today include. It’s also not as practical as Steelseries’ silicone flap to hide a keycap puller.

Internal Assembly

Image may contain Electronics Hardware Computer Hardware Computer and Computer Keyboard

Photograph: Henri Robbins

If you’re expecting a keyboard of this caliber to have a complex internal assembly, you’re right on the money. Taking it apart involves removing the bottom feet and the back sticker, removing a few screws, removing the back panel, unscrewing another dozen screws, then separating the front and middle sections, after which you’re left with four major components: The top shell, the main assembly of the PCB and plate,, the middle shell (which houses the LED bar, along with the daughterboard housing the USB-C port back buttons), and the bottom shell. While disassembly is fairly lengthy, I actually quite like the assembly. Besides the adhesive feet, everything seems incredibly rigid and well-designed internally. The only real improvement would be replacing the plastic screw posts with heat-set metal threads.

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The most interesting startups right now want to get you off your phone

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While the AI fundraising machine keeps breaking its own records, some founders are building in the other direction.  Mirror founder Brynn Putnam just raised money for Board, a startup focused on bringing people together through in-person games and social experiences. Cyberdeck creators are going viral crafting whimsical DIY computers that literally encourage users to touch grass. Unlike the AI-free browser crowd, this doesn’t just feel like backlash, […]

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DaVinci Resolve 21 (2026) video editing software review

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We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.

I consider Blackmagic’s DaVinci Resolve to be among the best professional-grade desktop non-linear video editing software out there.

You’ll find it a core part of our guides to the best free video editing software and best video editing software we’ve ever tested. So, I was keen to see what the latest version (21), offers. And to say I was surprised would be an understatement. This is one of those tools that just keeps getting better.

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Smartphone screens are about to enter ridiculous refresh rate territory like gaming monitors

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For years, smartphone makers have been locked in a race for brighter screens, thinner bezels, and sharper resolutions. Now, it looks like the next battleground could be refresh rates — and things are getting a little absurd.

A new leak suggests OnePlus is exploring a roadmap that could eventually bring 240Hz OLED displays to its flagship phones. That’s a number typically associated with competitive gaming monitors, not devices that spend most of their time scrolling through social media feeds and watching YouTube videos. According to tipster Digital Chat Station, OnePlus is considering a gradual jump through 165Hz and 185Hz panels before ultimately reaching 240Hz in future devices.

The refresh rate race is heating up

Most flagship smartphones today top out at 120Hz, which already feels incredibly smooth for everyday use. Animations are fluid, scrolling feels responsive, and games that support high frame rates look noticeably better. But OnePlus appears interested in pushing beyond what most users would consider necessary.

Recent rumors surrounding the upcoming OnePlus 16 have already hinted at a 165Hz-to-185Hz jump while retaining the company’s preferred 1.5K display resolution. That suggests OnePlus may be prioritizing speed over pixel count, at least for now. It’s not hard to see the appeal. Higher refresh rates can make supported games feel more responsive, especially in fast-paced shooters and racing titles. The challenge is that the benefits become increasingly difficult to notice as the numbers climb.

The real challenge isn’t speed

Getting to 240Hz is one thing; doing it without destroying battery life is another. That’s likely why OnePlus reportedly continues to favor 1.5K panels over sharper 2K displays. Combining ultra-high refresh rates with higher resolutions demands more power, more processing muscle, and more aggressive thermal management.

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The company could revisit 2K screens in the future, but only if display technology improves enough to avoid major compromises. For now, the rumored OnePlus 16 is expected to arrive later this year with Qualcomm’s Snapdragon 8 Elite Gen 6 chip and a larger silicon-carbon battery, both of which could help support more demanding display hardware. Whether anyone truly needs a 240Hz smartphone screen is another question entirely. But if the leak is accurate, OnePlus seems determined to find out.

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iOS 27 could change how your muscle memory swipes notifications on a phone

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Apple is reportedly preparing a potentially disruptive change to how notifications work in iOS 27 and iPadOS 27.

According to Bloomberg’s Mark Gurman, incoming notifications now slide in from the left side of the screen in internal builds of the software. On its own, that might sound like a simple visual tweak. But it appears to be part of a much larger rethink of navigation gestures — one that could force longtime iPhone users to retrain years of muscle memory.

The familiar swipe may no longer do what you expect

For years, iPhone users have relied on a simple gesture: swipe down from near the center of the screen to access notifications. That reportedly changes in iOS 27.

Under Apple’s new system, swiping down from the center would instead open Search or an AI-powered assistant panel. Notifications would move to a separate gesture, requiring users to swipe down from the left side of the display to access Notification Center. Anyone who has picked up a new smartphone after years on another platform knows how deeply ingrained these gestures become.

Apple’s AI ambitions may be driving the shift

The reported redesign suggests Apple wants to give Search and AI features a much more prominent role in the iPhone experience. Rather than hiding AI tools behind buttons or menus, the company appears to be assigning them one of the most natural gestures on the phone. That’s a strong signal about where Apple sees user interactions heading.

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The notification animation itself also seems designed to reinforce the new behavior. If alerts now arrive from the left side of the screen, the visual cue naturally matches the new swipe direction required to view them. Whether users embrace the change is another matter. History shows that even small adjustments to familiar gestures can spark strong reactions. But if the report is accurate, iOS 27 may not just look different — it could change how millions of people instinctively interact with their iPhones every day.

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