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Paradigm Premier Series v2 Debuts at AXPONA 2026: Affordable High-End Speakers Get a Major Upgrade

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Toronto-based Paradigm is debuting its Premier Series v2 loudspeaker series at AXPONA 2026 which is priced from $800 to $2,300 per pair. Although the company is leaning hard into its usual talk of trickle-down tech and refined engineering, the real story is far simpler: they’ve managed to keep this line genuinely affordable in a market that’s been sprinting in the opposite direction.

The new lineup is a full-system play, covering the 820F and 720F floorstanding speakers, 220B and 120B bookshelf models, the 620C center channel, and the 520LCR for flexible front-stage or custom-install use. Built as a ground-up redesign of the original 2018 Premier Series, the v2 range pulls design cues and driver technology from Paradigm’s higher-end offerings without dragging pricing into five-figure territory.

Like DALI, Paradigm remains one of the few speaker manufacturers still doing everything in-house; from driver design to cabinet construction, backed by extensive testing and measurements in its own anechoic chamber. That level of control tends to show up where it counts: tighter tolerances, more consistent performance, and fewer surprises once the speakers hit real rooms.

The Premier v2 Series is clearly designed as a complete, accessible ecosystem, but the headline isn’t just the redesign or the model count. It’s that Paradigm didn’t lose its grip on reality with the pricing. In 2026, that alone makes this launch worth paying attention to.

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With the Premier v2, we wanted to make a reference-grade acoustics platform available at a more attainable price point,” says John Bagby, Managing Director at PML Sound International. “By using some of the technologies and materials developed for our award-winning Founder Series and tuning them for this new line, we’ve delivered a strong level of value—and an experience that we are incredibly excited to share with our dealers and fans.”

Advanced Driver and Enclosure Technologies

paradigm-premier-v2-drivers

The v2 series integrates a range of driver and enclosure technologies designed to deliver balanced, accurate sound across the full frequency range:

  • AL-MAC High-Frequency Drivers: A blend of aluminum, magnesium, and ceramic designed to reduce resonances and deliver a clean, controlled treble response without added harshness.
  • AL-MAG Midrange Drivers: Engineered for high sensitivity and responsiveness, these drivers keep vocals and instruments clear, focused, and tonally accurate.
  • Carbon-X Unibody Bass Drivers: One-piece cone construction designed to maintain rigidity under load, delivering deeper bass with better control and less distortion at higher output levels.
paradigm-premier-v2-sound-guides

Patented Sound Guides: The PPA (Perforated Phase-Aligning) Lens and OSW (Oblate Spheroidal Waveguide) work together to focus sound toward the listener, ensuring a wide “sweet spot” regardless of the room’s layout. Paradigm’s Oblate Spheroidal Waveguide (OSW) is a proprietary tweeter waveguide designed to improve sound dispersion. It focuses the tweeter output on the listening area, reducing off-axis reflections and enhancing clarity

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Outrigger Shock-Mount Isolation Feet: An adjustable system that decouples the speaker from the floor to reduce vibration, helping deliver tighter, more controlled bass on any surface using the included spikes or rubber feet.

From Affordable Entry Point to Serious High Performance

The Premier v2 is positioned as a clear step up for listeners ready to move beyond entry-level gear and into a more refined, higher-performance home audio system.

We designed the Premier v2 for the enthusiast who is ready to move into a higher tier of performance without the typical high-end cost,” says Badar Qureshi, CEO of PML Sound International. “This series represents the future of our brand by proving that truly exceptional audio can be both approachable and attainable. We are committed to ensuring that Paradigm remains the standard for performance in its class, giving our customers a clear path to owning a world-class listening experience.”

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Premier v2 820F

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The 820F v2 sits at the top of the Premier v2 lineup, built to anchor a serious two-channel or home theater system. With multiple 7-inch Carbon-X bass drivers and a high-volume enclosure, it’s designed to move a lot of air; delivering deep, controlled bass and a wide, room-filling soundstage without losing composure as volume climbs.

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Premier v2 720F

paradigm-premier-series-v2-720f-lifestyle

The 720F v2 delivers floorstanding scale without dominating the room. Its 3-way design uses dual Carbon-X unibody bass drivers for low-frequency control and rigidity, paired with a dedicated AL-MAG midrange and AL-MAC tweeter for a more cohesive, full-range presentation. Adjustable Outrigger Shock-Mount feet help keep things stable and isolated, so the speaker maintains composure and clarity even when pushed harder.

Premier v2 220B

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The 220B v2 is a larger bookshelf or standmount design built around a 1-inch AL-MAC tweeter and a 6-inch AL-MAG driver, paired with a cabinet that offers more internal volume than you’d expect at this size. The result is deeper bass extension and greater dynamic range, making it viable in both smaller rooms and more open spaces. It’s a strong option for listeners who want something close to floorstander performance without committing to full-size towers.

Premier v2 120B

paradigm-premier-series-v2-120b-lifestyle

The Premier 120B v2 is positioned as the entry point into the lineup, built for smaller spaces without giving up on sound quality. This compact 2-way bookshelf pairs a 1-inch AL-MAC tweeter with a 5.5-inch AL-MAG mid-bass driver to deliver a detailed, surprisingly expansive soundstage for its size. It works equally well as a dedicated stereo pair or as part of a larger home theater system.

Premier v2 620C Center Channel 

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The 620C v2 is a substantial center channel built for larger home theater systems. It uses a 4-driver array paired with dual passive radiators to deliver deeper, more impactful low-end while retaining the placement flexibility of a sealed cabinet design. The goal here is straightforward: clear, intelligible dialogue with enough weight and presence to anchor even bigger, more demanding setups.

Premier v2 520LCR

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The 520LCR v2 is a dedicated left, center, right solution built for high-performance home theater systems. Its sealed acoustic suspension design allows for flexible placement—inside cabinetry or out in the open—without sacrificing clarity or control. A coaxial AL-MAG midrange helps lock in dialogue and imaging, creating a more cohesive and seamless front soundstage. It can be positioned horizontally as a center channel or vertically for left, right, or even surround duties, making it one of the more versatile options in the lineup.

Paradigm Premier Series V2 Speakers Comparison

paradigm-820f-720f-220b-120b
Paradigm Premier Series V2 Model 820F 720F 220B 120B
Product Type Floorstanding Speaker  Floorstanding Speaker  Bookshelf/Standmount Speaker Bookshelf/Standmount Speaker
Price (each) $1,299.99 $999.99 $549.99 $399.99
Design 4-driver, 3-way ported floor standing speaker with AL-MAC, AL-MAG, Carbon-X, OSW™, and PPA™ 4-driver, 3-way ported floor standing speaker with AL-MAC, AL-MAG, Carbon-X, OSW™, and PPA™ 2-driver, 2-way ported bookshelf with AL-MAC, AL-MAG, OSW™, and PPA™ 2-driver, 2-way ported bookshelf with AL-MAC, AL-MAG, OSW™, and PPA™
Crossover 2nd Order Electro-acoustic at 1.8kHz
(tweeter/midrange)
 
2nd Order Electro-acoustic at 450Hz (midrange/woofer)
2nd Order Electro-acoustic at 1.3kHz (tweeter/midrange) 

2nd Order Electro-acoustic at 500Hz (midrange/woofer)

2nd Order Electro-acoustic at 1.1kHz (tweeter/midwoofer) 2nd Order Electro-acoustic at 1.2kHz (tweeter/mid woofer))
High-Frequency Driver 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Per forated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Per forated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Perforated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Perforated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled
Mid-Frequency Driver 6” (152mm) AL-MAG™ Cone with Perforated Phase-Aligning (PPA™) Lens, and a 2” high-temp multi-layered voice coil with ventilated Apical™ former 6” (152mm) AL-MAG™ Cone with Perforated Phase-Aligning (PPA™) Lens, and a 2” high-temp multi-layered voice coil with ventilated Apical™ former N/A N/A
Mid/Bass Frequency Driver N/A  N/A 6” (152mm) Ultra-High-Excursion AL-MAG™ Cone with Perforated Phase-Aligning (PPA™) Lens, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high-temp multi-layered voice coil with ventilated Apical™ former 5.5” (140mm) Ultra-High-Ex cursion AL-MAG™ Cone with Perforated Phase-Aligning (PPA™) Lens, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high temp multi-layered voice coil with ventilated Apical™ former
Bass Frequency Driver Two 7” (177mm) Ultra-HighExcur sion CARBON-X™ Unibody Cone, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high-temp multi-layered voice coil with ventilated Apical™ former Two 6″ (152mm) Ultra-HighExcur sion CARBON-X™ Unibody Cone, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high-temp multi-layered voice coil with ventilated Apical™ former N/A N/A
Passive Radiator N/A N/A N/A N/A
Frequency Response (On Axis) ±3dB from 52Hz – 40kHz ±3dB from 55Hz – 27kHz ±3dB from 58Hz – 40kHz ±3dB from 62Hz – 24kHz
Frequency Response (Off Axis) ±3dB from 39Hz – 30kHz ±3dB from 39Hz – 30kHz ±3dB from 51Hz – 21kHz ±3dB from 55Hz – 32kHz
Low Frequency Extension 21Hz (DIN) 27Hz (DIN) 36Hz (DIN) 39 Hz (DIN)
Sensitivity Room/Anechonic 93dB / 90dB 92dB / 89dB 91dB / 88dB 90dB / 87dB
Amplifier Power Range 15 – 250 Watts 15 – 220 Watts 15 – 130 Watts 15 – 130 Watts
Max Input Power 180 Watts 180 Watts 80 Watts 70 Watts
Impedance  Compatible with 8 ohms Compatible with 8 ohms Compatible with 8 ohms Compatible with 8 ohms
Weight (each) 65 lbs (29.5 kg)  57.3 lbs (26 kg)  20.1 lbs (9.1 kg)  16.3 lbs (7.4 kg) 
Dimensions (HWD) 43.4” x 13.1” x 18.6” 

110.2 cm x 33.3 cm x 47.2 cm

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39.6” x 12.5” x 17”

100.6 cm x 31.8 cm x 43.2 cm

14.6” x 8.3” x 12.9”

37.1 cm x 21.1 cm x 32.8 cm

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12” x 7” x 12.1” 

30.5 cm x 17.8 cm x 30.7 cm

Finishes Piano Black, Black Walnut, Walnut Piano Black, Black Walnut, Walnut Piano Black, Black Walnut, Walnut Piano Black, Black Walnut, Walnut, Satin White
paradigm-620c-520lcr
Paradigm Premier Series V2 Model 620C 520LCR
Product Type Center Channel Speaker Left, Center, Right Channel Speaker
Price (each) $1,299.99 $899.99
Design 4-driver, 2-passive radiator, 3-way sealed center channel speaker with AL-MAC, AL-MAG, Carbon-X, OSW™, and PPA™ 4-driver, 3-way sealed LCR speaker with AL-MAC, AL-MAG, Carbon-X, OSW™, and PPA™      
Crossover 2nd Order Electro-acoustic at 1.7kHz (tweeter/midrange) 
2nd Order Electro-acoustic at 750Hz (midrange/woofer)
2nd Order Electro-acoustic at 1.5kHz (tweeter/midrange) 2nd Order Electro-acoustic at 650Hz (midrange/woofer)
High-Frequency Driver 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Per forated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled 1” (25mm) AL-MAC™ Ceramic Dome with Oblate Spheroid Waveguide (OSW™) and Perforated Phase-Aligning (PPA™) Tweeter Lens, ferro-fluid damped / cooled
Mid-Frequency Driver Coaxial 6” (152mm) AL-MAG™ Cone, a 2” high-temp multi-layered voice coil with Apical™ former, Patented Dual-Sync™ Continuous Flux Motor Coaxial 6” (152mm) AL-MAG™ Cone, a 2” high-temp multi-layered voice coil with Apical™ former, Patented Dual-Sync™ Continuous Flux Motor
Mid/Bass Frequency Driver N/A N/A
Bass Frequency Driver Two 7” (177mm) Ultra-High Excursion CARBON-X™ Unibody Cone, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high-temp multi-layered voice coil with ventilated Apical™ former Two 6” (152mm) Ultra-High Excursion CARBON-X™ Unibody Cone, Gen3 Active Ridge Technology (ART™) with Vertical Mounting System, and a 1” high-temp multi-layered voice coil with ventilated Apical™ former
Passive Radiator Two 7” (177mm) Ultra-High Excursion CARBON-X™ Unibody Passive Raditators with Gen3 Active Ridge Technology (ART™) and Vertical Mounting System N/A
Frequency Response (On Axis) ±3dB from 49Hz – 31kHz ±3dB from 75Hz – 40kHz
Frequency Response (Off Axis) ±3dB from 45Hz – 31kHz ±3dB from 64Hz – 32kHz
Low Frequency Extension 33Hz (DIN) 50Hz (DIN)
Sensitivity Room/Anechonic 93dB / 90dB 93dB / 90dB
Amplifier Power Range 15 – 180 Watts 15-120 Watts
Max Input Power 120 Watts 80 Watts
Impedance  Compatible with 8 ohms Compatible with 8 ohms
Weight (each) 48.1 lbs (21.8 kg)  31.1 lbs (14.1 kg)
Dimensions (HWD) 8.9” x 41” x 13.7” 

22.6 cm x 104.1 cm x 34.8 cm

8.3” x 23.4” x 12” 
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21.1 cm x 59.4 cm x 30.5 cm

Finishes Piano Black, Black Walnut, Walnut Piano Black, Black Walnut, Walnut, Satin White
paradogm-premier-series-v2-720f-lifestyle-woman
Paradigm Premier v2 720F

The Bottom Line

Chasing better sound usually ends the same way: higher prices, diminishing returns, and a lot of second-guessing. The Premier Series v2 doesn’t pretend to rewrite that reality, but it does offer a more grounded path through it.

What makes this lineup stand out isn’t some radical new concept. It’s execution. Paradigm is leveraging its in-house design, driver development, and anechoic testing to deliver a complete, coherent speaker family that pulls meaningful technology down from its higher-end lines without dragging the price into absurd territory. That balance, real engineering, full system flexibility, and pricing that still feels tethered to reality is the hook.

What’s missing? No dedicated subwoofer in the Premier v2 lineup. You’ll need to look at Paradigm’s Defiance or Essentials series, or elsewhere if you want to round out a full-range system. Not a dealbreaker, but it’s part of the equation.

Who should be looking at these? Anyone ready to move beyond entry-level speakers but not interested in playing the five-figure game. The Premier v2 series makes the most sense for listeners building a serious two-channel or home theater system who want consistency across channels, solid engineering, and performance that doesn’t collapse when pushed.

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In a crowded sub-$10,000 category, that’s not a small thing. Paradigm isn’t chasing hype here. They’re offering a system you can actually live with and afford.

Price & Availability 

The Paradigm Premier Series v2 Loudspeakers are priced individually (not in pairs) and the stands for smaller bookshelf models are not included. Look for them in June 2026 from Authorized Paradigm Dealers at the following prices:

  • Premier 820F v2 (Floorstanding) — $1,299.99 /each 
  • Premier 720F v2 (Floorstanding) — $999.99 /each 
  • Premier 220B v2 (Bookshelf) — $549.99 /each 
  • Premier 120B v2 (Bookshelf) — $399.99 /each 
  • Premier 620C v2 (Center Channel) — $1,299.99 /each 
  • Premier 520LCR v2 (LCR Channel) — $899.99 /each 

The Premier v2 series will make its public debut at AXPONA 2026 (April 10-12) at the Renaissance Schaumburg Hotel & Convention Center, where attendees will be the first to experience the new lineup through live demonstrations.

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Microsoft and Amazon join Pentagon’s push to build AI-first military with classified network deals

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The U.S. Pentagon in Washington, D.C. (BigStock Photo)

Microsoft and Amazon joined other leading artificial intelligence companies in signing deals to deploy their technology in classified Pentagon networks, the Defense Department announced Friday, accelerating a push to build what the military is calling an “AI-first fighting force.”

The agreements — which also include OpenAI, Google, Nvidia, SpaceX and the startup Reflection — will give those firms’ AI systems access to the military’s most classified network environments, known as Impact Level 6 and Impact Level 7. The Pentagon said the technology will be used to analyze data and improve battlefield decision-making.

“Together, the War Department and these strategic partners share the conviction that American leadership in AI is indispensable to national security,” the Pentagon said in a statement, using the Trump administration’s preferred name for the Defense Department.

The Pentagon says the effort is already well underway. More than 1.3 million Defense Department personnel have used GenAI.mil, the military’s official AI platform, generating tens of millions of prompts and deploying hundreds of thousands of agents in just five months, according to the department. Officials say the technology has cut some tasks from months to days.

The deals come as the Pentagon is locked in a legal battle with Anthropic, one of the nation’s leading AI labs, which had sought guarantees its technology would not be used for mass domestic surveillance or fully autonomous weapons. The Defense Department moved to blacklist Anthropic earlier this year, calling the company a national security risk — a designation Anthropic is contesting in court.

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On Thursday, Defense Secretary Pete Hegseth called Anthropic CEO Dario Amodei an “ideological lunatic” and slammed the company during a Senate Armed Services Committee hearing.

Bloomberg reported that the Pentagon negotiated its deal with Amazon Web Services late into Thursday night, according to two officials briefed on the talks.

“We look forward to continuing to support the Department of War’s modernization efforts, building AI solutions that help them accomplish their critical missions,” AWS spokesman Tim Barrett said in a statement.

Hundreds of Google employees sent a letter to company leadership this week urging them to refuse to let the Pentagon use its AI on classified data.

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“We want to see AI benefit humanity; not to see it being used in inhumane or extremely harmful ways,” they wrote, according to The Washington Post.

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FBI says hackers are making millions from stolen cargo – losses ‘surged’ to nearly $725 million in 2025

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  • Incidents rose 18% and theft value rose 36% in 2025
  • FBI warns of “cyber-enabled strategic cargo thefts”
  • Basic security hygiene already goes some way to preventing attacks

The FBI has warned cybercriminals are increasingly targeting cargo shipments with hacking and impersonation tactics – and making a hefty profit doing so.

With incidents rising 18% in 2025 and the average value per theft up around 36% (to $273,990) due to criminals targeting high-value goods, losses in the US and Canada alone hit around $725 million over the year, a significant 60% year-over-year increase.

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Brendan Carr ‘Launches’ His Bogus FCC ‘Review’ Of ABC Broadcast Licenses And It’s Just Pathetic And Stupid

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from the weak-men-afraid-of-words dept

Brendan Carr’s FCC claims to be moving forward their their plan to “review ABC’s broadcast licenses” because Jimmy Kimmel made a joke about the president’s wife. And it’s every bit as dumb and legally baseless as you might expect.

Carr has sent a letter to ABC/Disney saying he’s accelerating the review of their existing broadcast licenses. It’s very clearly because the Trump administration wants to annoy, harass, and pressure ABC into firing Kimmel. But since that’s a direct assault on the First Amendment, they’re trying to do an end around and pretend that the review is because ABC is “violating DEI requirements.”

Carr’s underlying legal argument is genuinely and profoundly stupid. He’s claiming that ABC’s ordinary, modest, and inconsistent corporate diversity practices are racist against white men, and therefore violate the already fairly thin anti-discrimination components of the Communications Act.

It’s absolute fucking gibberish. But you’ll notice that most outlets, including this piece from CNBC, try to make the effort sound like sensible policy being conducted by reasonable adults:

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“The letter orders the company to file for early renewal for ABC-owned television stations and notes the action is related to an investigation into Disney’s DEI efforts, which began last year.

Disney confirmed on Tuesday that it received the FCC’s order initiating an accelerated review of its licenses. The FCC said in the letter that Disney now has 30 days — or until May 28 — to file for the renewals.”

As we noted previously, ABC only actually owns about eight licenses to begin with. Most ABC broadcast licenses (230 or so) are actually owned by right-wing friendly local broadcasters already loyal to the president. We’ve noted how these stations routinely air right wing agitprop, and have been rewarded by Trump and Carr with a series of merger approvals that violate existing media consolidation limits.

The actual process of yanking a broadcast license is also a complicated, difficult, and extremely time consuming affair. Were Carr to actually do this (beyond sending Disney a stern letter to put on a show for the press), you’re talking about potentially years of legal wrangling. A fight Carr would very likely lose, because, again, his entire underpinning argument is baseless and stupid.

Carr doesn’t actually want a legal showdown with deep-pocketed Disney over this turd of a case. They’re just hoping to make life so costly and annoying for ABC/Disney that the company not only fires Kimmel, but thinks twice about supporting any journalist, satirist, or comedian who dares challenge the administration. It’s also a message to other networks that host voices critical of the unpopular president.

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This is, if the pathetic U.S. press coverage of this FCC inquiry is any indication, already having an effect. A good chunk of the news reports on this inquiry (see: this Semafor piece) can’t be bothered to be honest about the pathetic, baseless nature of this censorship effort. Many outlets seem dedicated to helping Trump and Carr pretend this is any sort of above-board review. They’re enablers.

Anna Gomez, the FCC’s lone Democratic official (because Republicans refuse to fill the other seat), correctly notes that this whole dumb First Amendment violating gambit will fail:

“This is the most egregious action this FCC has taken in violation of the First
Amendment to date. As part of its ongoing campaign of censorship and control, the
White House called publicly for the silencing of a vocal critic, and this FCC has now
answered that call. This is an unprecedented and politically motivated attempt to
interfere with how broadcasters operate, and this unlawful overreach will fail.”

You know it’s bad when even Ted Cruz is blasting your baseless censorship campaign as stupid:

“It is not government’s job to censor speech, and I do not believe the FCC should operate as the speech police.”

You might recall that the last time Disney capitulated to these dim fascists (temporarily suspending Kimmel because he made some jokes about the deceased right wing social media propagandist Charlie Kirk), it resulted in the company losing millions of streaming video customers and amusement park attendees. Hopefully Disney execs learned their lesson from that experience.

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The problem for Trump is that as his health, influence, popularity, and political power wane, he and Carr’s threats will carry less and less weight, even among feckless corporations. They’re just weak men afraid of words, ideas, and comedy, desperately trying to pretend that they have power to permanently stifle jokes. It’s foundationally pathetic and embarrassing, something press coverage should make very clear.

Filed Under: 1st amendment, brendan carr, broadcast, broadcast licenses, censorship, comedy, dei, fcc, free speech, jimmy kimmel, licenses

Companies: abc, disney

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1X shows off Neo humanoid robot helping humans make more of its kind

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Norwegian-American robotics firm 1X Technologies has offered a glimpse into what scaled humanoid robot production looks like, and it’s surprisingly circular. In a newly released demo, its Neo robot is shown assisting humans on the factory floor, helping build more Neo units as the company moves toward full-scale manufacturing.

Robots helping build more robots

At the center of the demo is 1X’s Neo humanoid robot, a bipedal machine designed primarily for domestic environments that is now stepping into early manufacturing workflows. The footage shows Neo performing repetitive, assistive tasks alongside human workers, effectively becoming part of the assembly process.

The setup shows how 1X is approaching production at its Neo Factory, where robots are involved in close collaboration with humans. The company has also emphasized a vertically integrated model that involves designing and manufacturing core components in-house, including motors, batteries, sensors, and structural parts.

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This end-to-end control allows 1X to iterate quickly on both hardware and manufacturing processes, while scaling output as demand grows. The factory has already begun full-scale production, with plans to deliver thousands of units following strong early interest and pre-orders.

Scaling a still-evolving product

Despite the polished demo, Neo remains a work in progress. The robot is designed to operate autonomously, but it’s not quite there yet. So 1X is relying on guided assistance from human operators to supervise and help the robot complete unfamiliar tasks, which also enables it to learn over time.

This learning loop is central to how Neo improves, combining real-world deployment with continuous training. Early versions are expected to expand their capabilities gradually as they gain more experience in both factory and home environments.

With production now underway, 1X is effectively turning Neo into both the product and part of the process. If this model is successful, future iterations may not just assist humans in daily life but also play a direct role in building the next generation of 1X robots.

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Apple was surprised by AI-driven demand for Macs

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Apple’s iPhone sales and Services revenue were the stars of the show in the tech giant’s most recent quarter, but the Mac quietly outperformed — helped by growing demand for AI workloads.

Wall Street investors had expected to see Mac revenue in the low $8 billion range, but Apple reported $8.4 billion in the second quarter ended March 28 — a notable beat for a non-core segment of the tech giant’s business. In addition, investors ahead of earnings believed that Mac sales would be essentially flat year-over-year. Instead, Mac sales were up 6% on an annual basis, the company told investors. The company’s total revenue was $111.2 billion, a 17% increase from the same period last year.

Apple chalked up some of the Mac growth to recent product launches, including the well-received MacBook Neo. However, those fun, colorful computers were only on sale for a few weeks after the March 4 preorders began. Realistically, most units shipped mid- to late March, and some demand may have been pushed into April as certain models sold out.

Apple CEO Tim Cook told analysts on the company’s Q2 earnings call on Thursday that customer demand for the Neo was “off the charts” and higher than Apple had expected. He also noted that Apple set a record in the quarter for customers new to the Mac, partly due to the Neo.

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Cook attributed the Mac sales growth to the use of the platform for running local AI models, like OpenClaw — something that took Apple somewhat by surprise as Mac mini and Mac Studio devices sold out in recent weeks.

“Both of these are amazing platforms for AI and agentic tools, and the customer recognition of that is happening faster than what we had predicted, and so we saw higher than expected demand,” Cook said of these Mac sales. He also noted that the Mac mini was the top-selling desktop in China — a market that’s been in an OpenClaw frenzy as of late.

Still, Mac revenue was flat on a quarter-over-quarter basis, suggesting this new demand has yet to scale. Cook said it may take Apple “several months” to reach supply-demand balance on the Mac mini and Studio models.

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“We’re not at the point where we’re saying this [constraint] is going to end anytime soon. And it’s not because of a problem, per se, other than we just under-called the demand,” Cook explained.

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Enterprise demand for the Mac was also at play. Apple pointed to a couple of larger companies, including Perplexity, that had turned to Mac as their preferred platform for building enterprise-grade AI assistants.

He also said Apple was “supply constrained on the MacBook Neo,” and has even seen school systems, like Kansas City Public Schools, dropping Chromebooks for the Neo.

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AI nailed emergency diagnoses better than doctors in Harvard trials

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AI has plenty of messy use cases, but emergency medicine may be one place where it can do some real good. A Harvard study comparing AI performance against doctors using patient data from emergency-room cases revealed that OpenAI’s o1 reasoning model outperformed human doctors in emergency triage diagnosis, especially in cases where decisions had to be made quickly with limited information.

What did the test reveal?

A part of the Harvard trial included 76 patients who arrived at the emergency room of a Boston hospital. The AI model and two human doctors were given the same electronic health record, including basic details like vital signs, demographic information, and a short nurse-written note explaining why the patient had come in.

The AI managed to identify the exact or near-exact diagnosis 67% of cases. Meanwhile, the human doctors scored between 50% and 55%. In the second test, more detailed information was provided, which caused the AI’s accuracy to rise to 82%. On the other hand, the humans scored between 70% and 79%. It is worth noting that this gap was not statistically significant.

Why doctors aren’t being replaced yet

The premise of this study revolves around text-based medical reasoning, and not the full reality of emergency care. Researchers note that AI did not assess a patient’s distress, appearance, tone, body language, or other real-world signals doctors use in the actual ER.

Dr Adam Rodman, another lead author and a doctor at Boston’s Beth Israel Deaconess Medical Center, said AI could become part of a “triadic care model” involving the doctor, patient, and AI system.

While the results are impressive, the technology isn’t ready to be dropped into emergency rooms just yet. Experts raised concerns over accountability, patient safety, AI errors, and whether doctors may start deferring too quickly to AI recommendations. As of right now, it can only be good enough to offer second opinion when doctors need one fast.

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People are finally using Reddit’s search

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After being harried by complaints that its search function needed improving, Reddit has in the last few years invested in its search engine, and has even added AI features to help its users find what they’re looking for. It appears that investment is finally paying off: The company has seen a 30% year-on-year jump in the number of people using search every week, CEO Steve Huffman said on Thursday.

Huffman noted that search has been one of the major drivers of user acquisition and retention for the platform.

“On search, we have seen great performance. Search DAUs, WAUs, and queries are up meaningfully year-over-year. It’s a great driver of retention and DAUs. The search team is, quite frankly, I think doing a great job. If you use Reddit Answers, you can see it is better integrated into the product,” he said on the company’s first quarter post-results conference call.

Earlier in February, the platform started testing product placement through AI search results in the U.S.

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Huffman said that around 40% of conversations on Reddit are commercial in nature, and 84% shoppers feel more confident in their buying decisions after researching on Reddit.

The social platform ended the quarter with more than 493 million weekly active unique users (WAUq), up 23% from the same period last year, and about 126 million daily active unique users (DAUq), a 17% improvement from a year earlier.

Reddit reported a 7% improvement in U.S. visitors, reaching 53.5 million DAUqs, and 73.3 million DAUqs internationally, a 26% increase. The company said it plans to reach a billion daily users worldwide and 100 million daily users in the U.S.

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Besides search, the company said its machine translation feature, which now supports over 30 languages, has driven significant user growth in the past few quarters.

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Reddit reported revenue of $663 million in Q1 2026, beating Wall Street’s expectations of $609.8 million. The company also said it only spent $1 million in capital expenditures in the quarter.

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S’pore added 5K jobs in Q1, but hiring and salary plans are cooling

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MOM just released its latest advanced quarterly labour report & employers are showing signs of caution

Singapore’s labour market continued to expand in Q1 2026, but employers are showing early signs of caution as they tighten hiring plans, according to the Ministry of Manpower (MOM)’s latest advance quarterly labour market report released today (Apr 30).

The report, based on preliminary data, found that the city-state added 5,000 jobs in the first quarter of 2026, extending an 18-quarter growth streak.

While this was higher than the 2,300 jobs added in Q1 2025, it marked a sharp slowdown from the 17,700 jobs recorded in Q4 2025.

MOM attributed the softer pace largely to seasonal factors and a high base in the previous quarter, rather than a broad-based weakening in labour demand. It noted, for instance, that construction activity typically slows during the Chinese New Year period.

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At the same time, the share of firms planning to hire in the next three months fell from 54.6% in Feb to 44.6% in Mar. The proportion of firms expecting to raise salaries in the next three months also dropped from 39.3% to 25.4% over the same period.

Earlier this month, the Monetary Authority of Singapore warned that the business outlook had softened and employment growth would likely ease from 2025’s gains because of the Middle East conflict.

MOM noted that hiring sentiment has yet to recover to Feb levels before the conflict began, despite early signs of stabilisation in April.

“This suggests a more measured pace of hiring and emerging caution among firms, with potential softening if external conditions weaken,” said MOM.

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Employment growth among Singaporeans and permanent residents for Q1 2026 was concentrated in sectors such as transportation and storage, and administrative and support services, while non-resident employment growth continued to be driven by the construction sector.

Meanwhile, unemployment rates remained low and broadly stable. The overall rate edged up to 2.1% in Ma, from 2% in Dec 2025. Among citizens, the rate rose to 3.1% from 3% in the previous quarter.

Some 3,700 workers were retrenched in Q1 2026, up from 3,590 a year ago, and 3,690 in the last quarter of 2025. For every 1,000 employees, 1.5 people were retrenched in the Jan to Mar period, the same as the last quarter.

“Retrenchments were stable or declined across most sectors, with a majority occurring due to business reorganisation or restructuring,” said MOM.

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The full labour market report for Q1 2026 will be released by MOM in mid-Jun.

Job market forecast

Looking ahead to Q2 2026, the labour market is expected to remain tight and continue to expand, said MOM.

However, geopolitical tensions and increased economic uncertainty are also expected to make businesses cautious about hiring and wages.

Commenting on MOM’s report, Callam Pickering, senior economist at Indeed, said: “An uncertain business environment, both in Singapore and globally, will make it more difficult for Singapore businesses to plan ahead and understand their staffing needs.”

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Pickering also noted that labour demand also shows signs of deterioration, with job postings on Indeed down 2.8% in Mar, compared to the end of last year, continuing a three-year downward trend in hiring demand.

Nonetheless, he pointed out that the job market “continues to be healthy,” with unemployment and retrenchment figures still low. “We expect the job market to weaken this year, but strong fundamentals will help Singapore weather the storm,” Pickering reflected.

  • Read more articles we’ve written on Singapore’s job trends here.

Featured Image Credit: Shadow_of_light/ depositphotos

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Nissan Abandons Plans For US EV Plant

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Nissan has abandoned a $500 million plan to build all-electric vehicles at its Canton, Mississippi assembly plant, the company said in a statement to Automotive News. The automaker will instead shift production to conventional gasoline and hybrid vehicles at the 4.7-million-square-foot facility. It made the move to “better align with market conditions, customer demand and Nissan’s updated strategic direction,” Nissan told AN in a statement. 

As part of “Ambition 2030,” Nissan announced in 2021 that it would retool its Canton facility to build EVs along with batteries for multiple Nissan and Infinity models, with the aim of selling 200,000 EVs in the US by 2028. Tepid US EV sales and the Trump administration’s elimination of the $7,500 federal tax credit caused the company to rethink that plan, though. 

Last year, Nissan cancelled the Ariya electric crossover in the US along with two electric sedans, and now, the automaker has completely dropped its plan to expand Canton, where all its US EVs including the upcoming PZ1K were to be built. The company has three US manufacturing plants (Canton, Smyrna, TN and Decherd, TN), but only made one EV — the Ariya — in the US. 

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Instead, it will manufacture ICE and hybrid vehicles at that facility, starting with a new body-on-frame Xterra, set to arrive in the US by 2028. That will be followed by the three-row Nissan Frontier and at least three other models, all built using the same platform.

Other manufacturers in the US including Ford and GM have also cancelled or scaled back EV programs, focusing instead on hybrid or ICE vehicles. In other parts of the world including Asia and Europe, however, EV sales are hitting new highs in the face of record gas prices caused by the US war with Iran. 

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I held off on the MacBook Neo. I hope the next one fixes these 5 papercuts before I plonk cash

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The MacBook Neo stopped me in my tracks, not because it’s a beautiful piece of tech that appeals to the enthusiast inside me. It’s the overall pitch that Apple puts on the table — aluminum build, efficient silicon, and great battery life — all at an implausible price tag of $599. I wanted to experience it, and I almost bought it a couple of weeks ago. 

But I didn’t. And it wasn’t because Neo is a bad machine. I got to experience the device for a couple of days (thanks to my friend who splurged his money on it), and the more I dug into what Apple had left out to hit the astonishingly low price, the more I felt like pushing my purchase until the Neo gets better. 

5 things I want the next MacBook Neo to fix

Because here’s the thing: I get most of the trade-offs. What I don’t understand, however, is why some of the cuts were made in the first place, as they’re more about snatching away the iconic MacBook experience than saving costs for the company. So, dear Apple, fix these five things on the next MacBook Neo, and I’ll have my wallet out before you guys start accepting pre-orders. 

Spec MacBook Neo (2026)
Chip Apple A18 Pro (6-core CPU, 5-core GPU)
RAM 8GB unified memory (not upgradeable)
Storage 256GB / 512GB SSD
Display 13-inch Liquid Retina, 2408×1506, 500 nits, 1 billion colors
Battery Up to 16 hours
Ports 2x USB-C (left: USB 3, right: USB 2)
Camera 1080p FaceTime HD
Connectivity Wi-Fi 6E, Bluetooth
Starting Price $599 ($499 education)

A19 Pro could help push the performance ceiling

For a first-generation device, the MacBook Neo does really well with Apple’s A18 Pro chip (borrowed from the iPhone 16 Pro, with one less GPU core). I was surprised at how well it handles everyday tasks like browsing, emailing, and, most importantly, multitasking with a dozen different Chrome tabs. 

But here’s why I pumped the brakes. The A18 Pro holds its own at day-to-day tasks, but due to the lack of additional cores compared to the M-series, it runs behind in intense workflows like photo editing, graphic designing, or even coding.

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This is where a better, more powerful chip could help the Neo up its game, not just for immediate gains, but to keep the Neo relevant for the next four or five years, especially as AI-driven tasks would require even more computational power

The good news? Apple is already working on putting the A19 Pro (from the iPhone 17 Pro) inside the next iteration, and I’ll take that all day. The chip brings meaningful upgrades across the CPU, GPU, and Neural Engine, and should enhance the overall Neo experience.

It’s Apple’s optimization that’s doing the heavy lifting here, not 8GB of RAM

I’ll give credit where it’s due. It isn’t just the 8GB of physical RAM on the MacBook Neo doing the heavy lifting. It’s Apple’s iron grip over hardware and software optimization (including temporary swap-in memory) that makes browsing, streaming, and general multitasking feel like a breeze on the Neo.

However, the moment I pushed it by running multiple apps simultaneously, like Chrome (with over two dozen active tabs) with Apple Music, and added FaceTime to this combination, the memory ceiling became apparent. Unlike a Windows laptop, where upgrading RAM is an option, with MacBooks, what you buy is what you live with.

In my opinion, the device is aimed squarely at first-time laptop buyers: students, new professionals, and people looking for a secondary on-the-go device, and it serves them quite well. But with the unavoidable memory slowdown, 8GB of RAM isn’t going to cut the mustard forever.

For me, more RAM doesn’t just solve the immediate multitasking bottleneck; it solves the longevity problem, too. Fortunately, the A19 Pro chip is rumored to bring 12GB of unified memory as a standard on the next Neo, and that should’ve been the baseline from day one.

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I type in the dark every single day

While the other things are not immediately apparent, this one baffled me right when I unfolded the thing for the first time. The Neo skips the backlit keyboard, a feature so standard in 2026 that even budget Windows laptops don’t think twice about it.

Apple’s workaround is the color-matched keyboard with lighter keys across all four finishes, and sure, the display’s glow does a decent job of illuminating the keys. However, it’s no workaround for a good old backlit keyboard, which even my M1 MacBook Air has, not only because it looks cool at night, but because it makes finding the function keys a whole lot easier. 

I can’t stress enough how much a backlit keyboard would help the Neo’s target audience: students working on assignments late at night, frequent travelers working on the go, in dimly lit plane seats or train compartments, or people like me, who’d rather work outside at night than be cooped up indoors. 

The trackpad doesn’t feel like it’s on a MacBook

One of the most distinctive aspects of MacBooks, a hallmark of every MacBook for nearly a decade, is the haptic trackpad. It was one of the features that wowed me before my first-ever MacBook purchase, and calling it anything but iconic would be a mistake. And the Neo, somehow, doesn’t have it. 

Instead, it has a mechanical trackpad that clicks like a budget Windows laptop or Chromebook, and that’s exactly what I’ll never expect or accept, not from Apple. Don’t get me wrong, though. The Neo’s trackpad works just fine, but the moment you use it after using another MacBook, the difference is impossible to miss.

And while we’re at it, paywalling Touch ID on a higher storage tier is something that didn’t sit well with me either, but I’ll let it pass given that it isn’t something I use as often as the keyboard and the trackpad.

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The USB 2 port doesn’t come in handy while transferring files

It could be while someone is trying to offload their iPhone’s data on the MacBook, or getting pictures or videos of a vacation via an external storage drive, that Neo users would notice how tremendously slow the USB 2 port on the device is (the one closer to the trackpad). 

And it adds up faster than anyone would think. Even a 20GB iPhone backup that takes minutes via a USB 3 connection will have you wait for about half an hour on USB 2. For people who are always working, trying to be productive around the clock, that feels like the deepest cut. 

I’m not asking for a Thunderbolt port, but both ports running at USB 3 speeds is, in my opinion, a reasonable ask in 2026. 

Feature Current State on Neo What’s Needed
Chip A18 Pro, binned from iPhone 16 Pro A19 Pro for better CPU, GPU & Neural Engine performance
RAM 8GB, fixed — no upgrade path 12GB as a baseline, not a premium tier
Keyboard Backlight No backlight — color-matched keys as a workaround Standard backlit keyboard, like every other MacBook
Haptic Trackpad Mechanical click trackpad, no Force Touch Force Touch haptic trackpad — an iconic MacBook staple
USB-C Ports Left: USB 3 / Right: USB 2 (effectively decorative) Both ports at USB 3 speeds minimum

Bottom line

None of these things is a dealbreaker at $599, and not even a question at $499 with education pricing. To Apple’s credit, the Neo is one of the most impressive first-generation devices I’ve seen and used in a long time.

Clearly, it’s the years of experience in making MacBooks that help the company. What annoys me, however, is when the Neo starts feeling like it’s one-upping the competition rather than staying true to its Apple roots. 

The chipa nd RAM upgrades are already rumored, and I’m cautiously excited about them. But if anyone at Apple is reading this, please bring back the backlit keyboard, haptic trackpad, and bring both ports to the same USB 3 standard. Do that, and the next MacBook Neo will have something more than my attention — my money.

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