The Download: a new Christian phone network, and debugging LLMs


This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.

A new US phone network for Christians aims to block porn and gender-related content

A new US-wide cell phone network marketed to Christians is set to launch next week. It blocks porn using network-level controls that can’t be turned off—even by adult account owners.

It’s also rolling out a filter on sexual content aimed at blocking material related to gender and trans issues, optional but turned on by default across all plans.

The trouble is, many websites don’t fit neatly into one category. That leaves its maverick founder with broad, subjective control over what is allowed or banned. Read the full story.

—James O’Donnell

This startup’s new mechanistic interpretability tool lets you debug LLMs

The San Francisco–based startup Goodfire has released a new tool, Silico, that lets researchers peer inside an AI model and adjust its parameters during training. It could give users more control over how this technology is built than was once thought possible.

The goal is to make building AI models less like alchemy and more like a science. Using a technique called mechanistic interpretability, Silico maps the neurons and pathways inside a model and lets developers tweak them to reduce unwanted behaviors or steer outputs.

By exposing the “knobs and dials,” Goodfire hopes to bring AI training closer to traditional software engineering. Read the full story.

—Will Douglas Heaven

With mass firing, Trump deals a fresh blow to American science

This past week delivered another gut punch for science in the US. This time, the target was the National Science Foundation—a federal agency that funds major research projects to the tune of around $9 billion. On Friday, the 22 scientists overseeing those efforts were all fired.

Since 2025, the NSF has faced budget cuts, grant terminations, and mass firings, with staff numbers down sharply and many ambitious projects grinding to a halt. The result is a major shift in how American science is funded and governed. Discover what it means, and what’s next.

—Jessica Hamzelou

This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here.

China’s open-source bet: 10 Things That Matter in AI Right Now

Silicon Valley AI companies follow a familiar playbook: keep the models behind an API and charge for access. China’s leading AI labs are playing a different game, releasing “open-weight” models that developers can download, adapt, and run on their own hardware.

That approach went mainstream after DeepSeek open-sourced its R1 model, which matched top US systems at a fraction of the cost. It also won something subtler: goodwill with developers. A growing cohort of Chinese labs is now following the same blueprint.

As AI shifts from hype to deployment, open-source models are making the future of AI more multipolar than Silicon Valley expected. Read the full story.

—Caiwei Chen

China’s open-source bet is one of the 10 Things That Matter in AI Right Now, our list of the biggest ideas, trends, and advances in AI today. We’re unpacking one item from the list each day here in The Download, so stay tuned.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 Elon Musk has admitted that xAI trained Grok on OpenAI models
“Distillation” is standard practice in AI, despite being legally dubious. (Wired $)
+ The White House has accused Chinese firms using distillation of theft. (BBC)
+ American labs are widely assumed to use similar techniques. (TechCrunch)

2 A “de-extinction” startup wants to resurrect a long-lost antelope
Colossal Biosciences wants to bring back the bluebuck. (Axios)
+ The company is using genomic editing to revive the animal. (Gizmodo)
+ It previously claimed to have cloned red wolves. (MIT Technology Review)

3 ​​An OpenAI model outperformed ER doctors at diagnosing patients
By analyzing health records data and information provided to physicians. (NPR)
+ But it still must be proven in real-world clinical trials. (Vox)

4 Scientists are trying to power AI data centers with tiny nuclear reactors
They could provide a new way to meet AI’s energy demands. (Gizmodo)
+ We did the math on AI’s energy footprint. (MIT Technology Review)

5 Spotify has started verifying human artists
A new badge will distinguish them from AI. (The Guardian)
+ Spotify has faced criticism for its handling of AI. (BBC)

6 The US is backing a Congolese railway to break China’s grip on critical minerals
The old railroad is key to the race for critical metals in Africa. (Rest of World)
+ The US is also searching for alternative sources. (MIT Technology Review)

7 Huawei is set to overtake Nvidia in China’s AI chip market
It’s expected to capture the largest market share this year. (FT $)

8 Japan is building cardboard drones for the battlefield
The flatpack designs are cheap, disposable, and built at scale. (404 Media)

9 The more young people use AI, the more they hate it
Research shows that Gen Z doesn’t trust GenAI. (The Verge)

10 A new organoid can menstruate—and show how tissue repairs itself
It’s revealing how the uterus can shed without scarring. (Nature)

Quote of the day

“I suspect that there are a number of people who do not want to put the future of humanity in Mr Musk’s hands. But we’re not going to get into that.

—Judge Gonzalez Rogers rebukes attempts by Elon Musk’s lawyer to focus on AI’s existential risks as part of his lawsuit against OpenAI, the New York Times reports. 

One More Thing

an aerial view of Mountain Pass rare earth mine and processing facility

TMY350 VIA WIKIMEDIA COMMONS


This rare earth metal shows us the future of our planet’s resources

The materials we need to power our world are shifting from fossil fuels to energy sources that don’t produce greenhouse gas emissions.

Take neodymium, a rare earth metal used in powerful magnets that power everything from smartphones to wind turbines. Its story reveals many of the challenges we’ll likely face across the supply chain in the coming century and beyond.

The question isn’t whether we’ll run out, but how we extract, process, use, and recycle these materials as technology keeps changing. Find out what it reveals about the future of our planet’s resources.


—Casey Crownhart

We can still have nice things

A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line.)

+ Here’s a fascinating visual history of exploring the dark side of the Moon.
+ This interactive map lets you compare the actual dimensions of our world.
+ These five tiny homes are proof you don’t need a massive footprint to live with style.
+ Explore the history of “Control Room Green” and why it was the default choice for the Cold War’s highest-stakes environments.

Top image credit: Stephanie Arnett/MIT Technology Review | Adobe Stock



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Recent Reviews


Samsung S95F vs S95H TV

Kerry Wan/ZDNET

Follow ZDNET: Add us as a preferred source on Google.


Samsung is a relative newcomer to OLED TVs, releasing its first consumer models in 2022. In just a handful of years, the brand has gone toe-to-toe with Sony and LG, offering signature OLED picture quality with spatial, object-tracking sound to enhance the experience. 

The latest 2026 Samsung OLED models offer a slew of smart features, along with a few hardware tweaks, to keep the S95H on the cutting edge of home theater tech.

Also: The best Samsung TVs you can buy

At first glance, it doesn’t seem like the Samsung S95H offers anything different than its predecessor, the S95F. But with an updated processor and reworked operating system, could it be worth the upgrade? To help you understand where the real differences lie and which Samsung OLED is the right fit for you, I’ve broken down each model’s most interesting features for streaming, gaming, and live TV.

Specifications

Samsung S95F

Samsung S95H

Display type

OLED

OLED

Display size

55 to 83 inches

55 to 83 inches

HDR

OLED HDR Pro

OLED HDR Pro

Audio Dolby Atmos, Object Tracking Sound+ Dolby Atmos, Object Tracking Sound+
Refresh rate Up to 165Hz Up to 165Hz
VRR support AMD FreeSync Premium Pro AMD FreeSync Premium Pro
Voice controls Alexa, Bixby, Hey Google Alexa, Bixby, Hey Google
Price Starting at $1,900 Starting at $2,500

You should buy the Samsung S95F if…

Samsung S95F

Kerry Wan/ZDNET

1. You don’t mind having a previous-gen OLED TV

The Samsung S95F is a stunning OLED TV, offering some of the best picture quality I’ve seen in my nearly 10 years of testing TVs. And the object-tracking sound coupled with Dolby Atmos virtual surround sound creates a much more immersive experience without the need to set up a lot of extra speakers. 

Dedicated picture modes for streaming movies and console gaming automatically boost contrast, adjust brightness, and utilize VRR technology for smoother playback and enhanced detailing. It may be a generation behind, but the S95F still has plenty to offer. 

2. You want less AI integration

Starting in 2026, all new Samsung TVs will have native support for Samsung Vision, the brand’s own AI assistant. However, if you want to hold off on integrating AI into your home theater, the S95F has more options for toggling features on and off. 

And you can even stall the update indefinitely by disabling automatic updates. However, disabling automatic updates also means your smart TV could become a security risk to your home Wi-Fi network, as it won’t be able to install new firmware designed to protect your data and privacy.  

3. You’re shopping on a budget

Since the Samsung S95F is a generation behind, it’s much easier to find this model on sale at retailers like Best Buy and Amazon, as well as on Samsung’s own store page. As the brand and stores try to clear inventory to make room for the new S95H, it’s not uncommon to find fairly impressive discounts on the most popular screen sizes. 

If you keep a sharp eye on the deals tab of your favorite store, chances are you’ll be able to snag a Samsung S95F for a fraction of the price of the new S95H.

You should buy the Samsung S95H if…

Samsung S95H

Kerry Wan/ZDNET

1. You want the best TV for entertainment (in all forms)

The Samsung S95H has a dedicated picture mode for soccer fans, AI Soccer Mode Pro, that automatically recognizes when you’re watching a match and optimizes visuals and sound so you never miss a detail. It also boosts commentary dialogue for up-to-the-second analysis and calls for big plays. 

Also: LG G6 vs. Samsung S95H

Not a sports fan? With the Samsung Karaoke Mobile app, you can turn your smartphone into a mic for solo performances or parties with friends and family. The app lets you quickly create karaoke playlists and adjust playback settings, turning your living room into your own performance space. You can also use the app as a remote to control your TV’s volume and navigate menus.

2. You want more AI integration

With native support for Samsung Vision AI, you’ll get a built-in assistant for personalized search options, entertainment suggestions, and automatic picture and sound optimization. It’s also capable of real-time translation that automatically analyzes media to create subtitles in your preferred language; this makes it great for auto-dubbing YouTube videos and live TV, where captions may be unreliable at best.

3. You want the latest-gen Samsung OLED tech

Along with new AI features, the S95H is powered by an updated processor for improved power efficiency, smoother upscaling, and faster response times. The more powerful processor allows the TV to handle the robust AI integration without sacrificing picture and audio quality or performance. 

The matte display has also been refreshed to better diffuse glare and reflections and improve viewing angles. And with a 7-year guarantee for security and firmware updates, you can keep your home theater on the cutting edge of entertainment.

Writer’s choice

While both the Samsung S95F and S95H appear nearly identical, the key differences lie in how each model integrates Samsung’s Vision AI and the improved NQ4 AI processor. The S95F still offers top-notch picture and sound quality, with plenty of smart features to create a well-rounded home theater, while also giving you more control over when and how to use AI for search and beyond. 

And with a better chance of being on sale, the S95F can see significant discounts, so you can save big on Samsung’s flagship OLED TV.





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