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New Trailer Reveals Pixel Dreams Taking Flight in Final Fantasy Resonance

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Final Fantasy Resonance Pixel Trailer
Square Enix just rolled out a fresh pixel trailer for Final Fantasy Resonance, and it leans hard into the question of what the series might have looked like if it never left those old Super Nintendo sprites behind. The nearly three-minute clip puts the HD-2D style front and center, showing off battles, summons, and story moments that feel pulled straight from the glory days of Final Fantasy IV and VI while running on modern hardware.



Final Fantasy Resonance is the Final Fantasy series’ first foray into HD – 2D format, and it does so in a big way. Instead of simply copying over the action from the mobile game Final Fantasy Brave Exvius, the developers rebuilt and expanded on the opening story arc, transforming it into a full-fledged console RPG. Rain and Lasswell, a squadron commander and his boyhood friend, will head out after receiving a royal order to deal with a weakened barrier at the Earth Shrine.


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Final Fantasy Resonance Pixel Trailer Screenshot
Inside, they face up against Veritas of the Dark, a man in black armor who simply wipes the floor with them, shattering the Earth Crystal and leaving their entire force in disarray. They then have to run back home to discover that Grandshelt is being attacked. Following the king’s desperate rescue, they partner up with a mystery girl named Fina to go out and protect the remaining crystals strewn over the earth.

Final Fantasy Resonance Pixel Trailer Screenshot
Combat remains true to its turn-based roots, but with a few nifty improvements. When you hit an enemy’s weak area, you will stun them and shatter their defenses, giving you the opportunity for a couple of extra turns and those massive Resonance assaults, which are basically a showstopper in cinematic fashion. You can use traditional Espers such as Ifrit, Shiva, and Titan to gain a few extra rounds before they finish with a sweeping strike like Hellfire or Diamond Dust. Then there are Visions, crystallized reflections of heroes from throughout the Final Fantasy history with whom you can team up. Equip one, and he (or she) will fight alongside the team. The stronger the link, the more of Vision’s special abilities you will be able to access. Expect to see familiar names like Cloud, Tidus, the Warrior of Light, Cecil, Bartz, Squall, and Zidane appear in this way.

Final Fantasy Resonance Pixel Trailer Screenshot
Between story beats, exploration reigns supreme. The cities may not have much to offer beyond a jump-rope contest or Mog Tag, but when you come across a Sanctum of Light, you’ll find a new Vision crystal to add to your collection. Then there are side paths to the Colosseum for some challenging monster confrontations, or the Chamber of Arms, where you can get your hands on some legendary weapons, or at least try to get them from the sealed creatures that are now protecting it. Places like Dilmagia, the steel metropolis that began it all with airship technology, and Olderion, the water-rich capital guarded by the Wardens of the Waters, give the game world a genuine lived-in atmosphere. Expect to see Chocobos, airships, and other Final Fantasy staples.

Final Fantasy Resonance Pixel Trailer Screenshot
Square Enix and co-developer Lancarse are preparing to release the game on October 22, 2026, for Nintendo Switch 2, Nintendo Switch, PlayStation 5, Xbox Series X|S, and PC via Steam and the Microsoft Store. The standard game costs $49.99, the Digital Deluxe version adds in-game goodies for an additional $59.99, and the Collector’s Edition costs $209.99.

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5 Car Brands That Are Bringing Back The V8 Engine

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Not too long ago, the entire car industry felt a massive shift toward electrification. At the time, it seemed like the days of the internal combustion engine were numbered, with EVs and hybrids poised to take over. That belief had backing: the European Union set a target for zero CO2 emissions from all new cars and vans sold from 2035 onward, effectively banning the sale of new gas and diesel cars by that date.

Still, the EV transition didn’t play out the way the EU hoped, and the bloc has since walked that promise back. The European Commission now wants to scale the requirement down to a 90% emissions reduction rather than a full 100% cut — a softening automakers lobbied hard for and environmental groups have sharply criticized, saying it undermines climate goals.  

Either way, the push toward an all-electric future has made automakers adjust course. Mercedes-AMG, for one, swapped the C63’s V8 for a turbocharged four-cylinder plug-in hybrid, and the new car ended up roughly 882 pounds (400 kilograms) heavier than its predecessor, all while lacking the V8 character that made the C63’s name.

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When talking to Motor1, one Mercedes-AMG representative admitted the new powertrain “failed to resonate with our traditional customers.” It’s just one example, but it captures a broader mood: enthusiasts want their power the old-fashioned way, and some automakers are listening.

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Mercedes AMG and luxury sedan V8

When we looked at whether Mercedes is bringing back the V8 last year, it seemed like the CLE63 would be first in line, debuting before the end of 2025 and then spreading to the E-Class lineup and a future G-Class. That timeline didn’t hold. The V8’s actual debut is going to the S-Class instead, with a flat-plane-crank M177 arriving in the 2027 S580.

The old S580 used a cross-plane version of the same 4.0-liter twin-turbo V8, and the switch is meant to sharpen throttle response and push the redline higher. In the mild-hybrid S580, it produces 573 horsepower and 553 lb-ft of torque, and the CLE63 is expected to be one of the first AMG models to receive it after that.

The bigger signal came directly from Mercedes-Benz. In a February 2025 investor and strategy press release, the company confirmed that Mercedes-AMG’s future lineup will include “a next-generation, high-tech electrified V8” alongside dedicated high-performance EVs. Mercedes-Benz also confirmed in that release it already has a full slate of “future-proof EU-7 ready engines and transmissions,” ranging up to eight cylinders. Mercedes even said it will continue offering V12s in certain markets. 

However, there’s no indication the C63 itself is getting the V8 back — instead, it’s set to be replaced entirely by a six-cylinder C53. The C53 will rely on the same 443-hp turbocharged inline-six found in the CLE 53. In simpler terms, the six-cylinder CLE53 is now getting a more powerful V8 CLE63 treatment, while the four-cylinder C63 is now becoming a six-cylinder C53.

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Ram V8 renaissance

Ram pulled the 5.7-liter HEMI from its 1500 lineup back in 2024, replacing it with the twin-turbo 3.0-liter Hurricane inline-six, offered in a 420-hp tune and a 540-hp high-output version. The backlash was immediate enough that Ram confirmed the HEMI V8 would return for the 2026 Ram 1500, just one model year later.

Motor1 covered Ram brand CEO Tim Kuniskis commenting on the reversal, stating that “Ram screwed up when we dropped the HEMI.” The returning 5.7-liter HEMI produces 395 hp and 410 lb-ft of torque, paired with Ram’s eTorque 48-volt mild-hybrid system. Notably, Ram isn’t ditching the six-cylinder — the Hurricane stays in the lineup as the standard engine.

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The brand is now pitching it alongside the V8 as a matter of buyer choice, rather than a straight replacement. Orders for the 2026 Ram 1500 opened this year, with deliveries beginning this summer. It’s a similar case to AMG, where the automaker publicly admits it misjudged things, but Ram reversed course quite a bit faster. 

Ram is going even further at the top of the range: the 2027 Ram 1500 TRX SRT is returning with a 6.2-liter supercharged HEMI V8 making 777 hp and 680 lb-ft of torque, a 75-horsepower jump over the previous TRX generation. This should do it to fully cure the “no V8” Ram disease.

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Jeep Wrangler HEMI V8 comeback

Jeep’s 6.4-liter HEMI V8 has looked finished more than once. The engine was slated to end after the 2024 model year, then got a “Final Edition” farewell for 2025 — and it was pulled from Canadian Wrangler order books before the 2025 model year even began. However, now it seems the 6.4 is going nowhere.

Besides the aforementioned Ram 1500, the Wrangler Moab 392 is also one of 2026’s car models getting a Hemi engine. This one is rated at 470 hp and 470 lb-ft of torque, and priced over $20,000 below the outgoing 2025 Rubicon 392. Jeep CEO Bob Broderdorf didn’t dress up the reversal. Mopar Insiders covered him saying “Our community made their voices heard, and we listened.” 

The Moab 392 kicks off Jeep’s “Twelve 4 Twelve” campaign, which will see a special-edition Wrangler released on the 12th of every month through 2026 to mark the brand’s 85th anniversary — and it wasn’t the last V8 edition, either. Jeep followed with the Wrangler Willys 392, pushing the price of a V8-powered Wrangler down under $70,000.

However, not every Jeep model is getting the same treatment. The V8 hasn’t returned to the Grand Cherokee, and the Wagoneer and Grand Wagoneer are sticking with the twin-turbo Hurricane six instead. For now, the HEMI’s comeback is a Wrangler story specifically, not a brand-wide one.

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GM goes all out on the V8

Unlike the other brands on this list, GM never actually killed the V8, but it came close. In 2021, the company set a target of selling only zero-emission light-duty vehicles by 2035, leaving no room for gas-powered trucks or SUVs past that date. That shifted in May 2025, when GM announced an $888 million investment in its Tonawanda Propulsion plant, where GM is set to build its new V8. This is the single largest sum GM has ever put into one engine facility, to put things in perspective. 

The sixth-generation small-block family is already rolling out, too. The Corvette got a related 6.7-liter LS6 version, and the 2027 Chevrolet Silverado redesign carries two more variants, a 5.7-liter and a larger 6.6-liter, both naturally aspirated. 

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A turbocharged four-cylinder and a diesel inline-six round out the rest of the lineup. The same underlying architecture powers the GMC Sierra, Chevrolet Tahoe and Suburban, GMC Yukon, and Cadillac Escalade, so the new engine’s reach extends well past one truck. GM’s timing wasn’t subtle.

As Caleb Jacobs over at the The Drive pointed out, the investment landed just as Ram was working to win back the customers it lost by cutting the HEMI. Where Ram, Jeep, and Mercedes-AMG all had to walk back a decision they’d already made, GM’s approach was to just not make it in the first place — and to spend nearly $900 million making sure it wouldn’t have to.

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Porsche doubles down on the SUV V8

Porsche’s flagship SUV was supposed to prove the brand could go all-electric at the top of its range. However, when we looked at the 2026 Porsche Cayenne Electric, we noted its lack of character and difficult-to-justify price. Now, the brand’s newest flagship is changing course. 

The upcoming Porsche K1, a three-row SUV slated to sit above the Cayenne, was set to be Porsche’s first EV-only nameplate, built on Volkswagen Group’s dedicated electric architecture. Instead, the K1 is switching to VW Group’s Premium Platform Combustion architecture, the same platform underpinning the upcoming Audi Q9, and gas power is now the plan at launch: a twin-turbo eight-cylinder and a six-cylinder, each available with plug-in hybrid assistance. 

This shift happened for a couple primary reasons: the platform’s software wasn’t ready in time, and EV interest is cooling across the market. Porsche hasn’t abandoned the electric version entirely — it’s still planned for a later date — but the combustion K1 is now set to arrive first, roughly a year after the Q9. Porsche has been consistent about why gas power still matters to the brand. 

Speaking with Edmunds, SUV drive systems manager Timo Henn said a V8 option “is maybe important to some customers,” pointing to the more mechanical feel some buyers still want from the drivetrain. It’s a quieter reversal than Ram or Jeep, but the direction is the same: an automaker that planned to leave the V8 behind, choosing instead to build its newest flagship around one.

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How we made the list

These brands aren’t the only automakers bringing V8s back — Porsche’s rivals at BMW never abandoned it, and Toyota and Nissan are still holding out on their own reversals. We picked these five because they represent the clearest and most publicly documented cases: a brand cutting the V8, facing real backlash, and reversing course on the record, whether through a CEO’s own words or a formal engineering announcement.

It’s also worth remembering that none of this is permanent. Emissions targets shift constantly — the EU’s own 90% proposal could change again before it’s finalized — and hybridization is only going to get more common as automakers try to keep V8s alive under tightening rules. The V8 clearly isn’t dead yet, but nobody, including the automakers themselves, seems to know exactly how long it will last.

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To keep this list grounded in verified reporting rather than speculation, we relied on primary sources — official statements and press releases from Mercedes-Benz, Ram/Stellantis, Jeep, GM, Chevrolet, and Porsche — wherever possible, along with reporting from publications like Autocar, Motor1, Car and Driver, Hagerty, The Drive, Mopar Insiders, Edmunds, Auto123, and Autoblog, as well as the European Parliament’s own documentation on emissions policy.



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Launching Rockets Is Hard, Bring Them Back Is Harder

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Since the first V2 rocket sailed above the Kármán line back in 1944 and right up until the modern era, the trajectory of most space-bound rockets was more or less the same: after expending their propellants they would either crash into some desolate steppe or plunge into the ocean. In either event, the rocket was disposable. The important bit up top might go on to explore the stars or send a human crew off on their mission, but the booster rocket that lifted the spacecraft out of the atmosphere was always going to be sacrificed for the cause.

But in the 1970s NASA had a wild idea: what if we didn’t smash a brand-new rocket valued at millions of dollars into the ocean every time we wanted to put something in orbit? Instead, they would build a hybrid space vehicle that blended the vertical takeoff and raw power of a rocket with the capabilities of an airplane, allowing it and whatever it was carrying to make a gentle runway landing at the end of its mission. As such, the Space Shuttle was born.

With the benefit of hindsight, we now know the Shuttle wasn’t quite the spaceflight revolution that NASA had hoped for. The age of reusable rockets didn’t truly begin until 2015, when SpaceX landed the first stage of their Falcon 9. To date they’ve repeated the feat nearly 600 times, all the while increasing the reliability and speed of their operations. Today the Falcon 9 is the most prolific launch vehicle in history, and nearly every other rocket in active development is being designed to include some element of reusability.

Most recently, China demonstrated that they could recover their Long March 10B rocket by gently bringing it down into what amounts to a giant butterfly net. While it might seem a bit quaint compared to rockets that land on their tails like something out of a 1950s sci-fi movie, the idea offers considerable promise.

There and Back Again

But why did it take 70+ years before we were able to regularly refly orbital-class rockets? It’s not that there’s anything inherently complex about reusing a spent rocket. Sure, there’s a case to be made that material science improvements have made the engines robust enough for repeated use. But even if you had to rebuild the engines after each flight it would still be better than slamming the whole vehicle into the ocean. Similarly, there’s nothing particularly unique about the structure of the Falcon 9 that enables it to fly multiple times — it’s a big metal tube with tanks inside of it, just like essentially every rocket that has flown before it.

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The revolutionary technology demonstrated by SpaceX in 2015 didn’t have anything to do with making their rocket go up, it was that they were able to safely bring it back without damaging or physically altering it. The Falcon 9 first stage that came back to Earth was in the same condition it was when it left the launch pad eight minutes or so earlier, albeit with empty propellant tanks and a layer of soot on the outside.

As such, most of the variability we see when comparing the reuse of past, present, and future rockets comes not from how the vehicle ascends, but how it ultimately comes to rest back down on Earth.

Splashdown is Easy, But Rough

Without question, the easiest way to recover a rocket intact is to simply slow it down before it hits the surface of the ocean using parachutes This is how all American crewed capsules, and more applicably the Space Shuttle’s Solid Rocket Boosters (SRBs), have been recovered after their flights.

Once pumped out, the hollow SRBs could be towed to shore.

But even when descending under multiple huge parachutes, splashdown isn’t exactly a gentle event. It could probably best be described as “survivable”, in that the vehicle and crew will come through the experience in one piece, but neither is likely to be terribly happy about it.

The situation of course ends up being even worse for the rocket, as its structure is going to be subjected to the brunt of the impact force. Additionally, a complex aerospace vehicle getting partially submerged in salt water is a recipe for corrosion and electrical issues, to say nothing of the thermal shock the hot engines will experience when getting dunked.

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One could argue that the only reason this method of recovery worked for the Shuttle SRBs is because of their relative simplicity when compared to a liquid-fueled rocket capable of independent flight. At the risk of oversimplifying the structure of the SRB, at splashdown it was effectively a hollow tube with minimal avionics and thrust vector control (TVC) hardware that could simply be replaced before the next flight.

Still, the NASA document Solid Rocket Booster (SRB) Refurbishment Practices goes over the considerable work required to bring each booster back to flight status after coming down in the ocean. Given the challenges of refurbishing the boosters, it’s perhaps unsurprising that NASA elected to forgo their reuse on the Space Launch System despite its SRBs being largely identical to their Shuttle predecessors.

Teaching Rockets New Tricks

In the very early days, while they were still trying to reach orbit with the Falcon 1, SpaceX had actually considered a Shuttle SRB-style recovery procedure. But in the end they decided to outfit the Falcon 9 with deployable landing legs and the rest, as they say, is history.

The DC-X demonstrated propulsive landing in 1993, but couldn’t reach orbit.

Landing legs allow a rocket to come down on effectively any flat surface, be it a concrete pad next to the launch facility or a floating platform. But there are some fairly serious drawbacks to this approach. For one thing, the requirement for precise terminal guidance means parachutes are out of the question. The rocket needs fins, attitude thrusters, or other control surfaces to come down on the center of the pad.

It also means the rocket needs to perform a propulsive landing. That is, use its own primary engines to bring its velocity on touchdown to as close to zero as possible. This in turn requires engines that can not only restart in flight — a capability that has not traditionally been required by first stage boosters — but are able to throttle down low enough to control the rocket’s descent without simply pushing it back upwards. It’s difficult to overstate how unnatural a state of operation this is for a rocket. Indeed, it’s the antithesis of how nearly every rocket has operated since the Song Dynasty started experimenting with gunpowder in the 10th century.

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Even if you can accomplish all that, the true cost of landing a rocket is in the extra mass. Although the legs will be stowed away and unused for 99.8% of the rocket’s flight time, it still has to lug all that weight uphill. If that wasn’t bad enough, there’s also the extra weight of whatever control mechanism is in place to guide the rocket’s descent trajectory as well as the propellant that needs to be kept in reserve for the landing burn.

All told, landing a rocket on legs comes with a massive payload penalty. In the case of the Falcon 9, the rocket’s maximum capacity to Low Earth Orbit (LEO) in its expendable configuration is approximately 22,800 kg (50,300 lb). But when outfitted with the hardware necessary to land, that number is reduced by nearly 25% to 17,500 kg (38,600 lb).

Dropping the Dead Weight

There was a time, not so very long ago, when critics doubted the financial viability of recovering and reusing rockets like the Falcon 9. But today, reuse has gone from theoretical to standard operating procedure. Outside of a few Old Space holdouts, it’s top of mind for every launch provider and critical for remaining competitive in a fast-moving commercial market. In November, Blue Origin even managed to land their New Glenn heavy-lift rocket on only its second flight.

So at this point the question isn’t whether or not future rockets will be reusable, but rather, what is the most efficient way to achieve that reusability?

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The first stage of Starship after being caught in mid-air.

With that in mind, it’s easy to see the appeal of China’s net recovery. While the rocket must still perform a propulsive descent — although in theory the necessary positional accuracy, and therefore the technical challenge, is somewhat reduced — it doesn’t need to have landing legs installed. This mass savings increases the vehicle’s useful payload capacity, which in turn makes it more profitable to operate. Achieving the same end goal while being easier and cheaper is an improvement in anyone’s book.

Admittedly, having the rocket come down in a huge net adds a certain amount of whimsy to the whole endeavor, but the overall logic is sound enough. It should also be said that SpaceX, for all the success they’ve had with landing their Falcon 9 on a set of deployable legs, are themselves planning on catching both the first and second stages of their next-generation Starship vehicle. Instead of a net, their goal is to pluck the rocket out of the air with a huge robotic pincer mechanism.

One is reminded of the old joke about how the Americans and Russians approached the problem of writing in space: NASA spent millions of dollars developing a pen that would work in microgravity, while their Russian counterparts simply used pencils. If China can demonstrate the ability to reuse a rocket they snagged in their net, the more elaborate methods of recovery employed by American rockets may one day look like a similarly overengineered solution.

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Old SSDs Find New Life As Game Cartridges

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Game companies might not like physical media much anymore, but gamers sure do. There’s nothing like pawing over your collection to find what to play, and inserting a cartridge with a satisfying click before sitting down to an old-school game like — wait, Cyberpunk 2077? Yeah, that wasn’t released on cartridge, but that didn’t stop [Jibril-sama] over on Reddit. The cartridges are 3D printed — stls on makeworld only, as of this writing — and contain old 2.5″ SSDs that [Jabril] was able to pick up in bulk.

This larger base seems ideal for building into a PC console, but either would work.

Inside the base unit is a simple USB3-SATA adapter that hooks to [Jabril]’s gaming PC. There are two versions of the base unit: a simple vertical unit, and a horizontal one with some springs to give a satisfying grip.

On each disk is a launch script that is vetted by a program on the PC that autolaunches only the cartridges you’ve told it to trust, which is a level of security we can appreciate. [Jabril-sama] has kindly made that available under the MIT license on GitHub.

We don’t know how much life is left in these cheap drives, but they should last a while if the only write is the odd save file. Hopefully [Jabril-sama] is cycling through his games fairly often, as SSDs are only non-volatile storage if your time horizon is short enough.

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Thanks to [iliis] for the tip! Remember, if you use our tips line to share what you find, you’re not doomscrolling, you’re doing a public service.

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How LEDs Are Making Light Pollution Worse

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In the chill of a London spring night, under overcast skies, iconic Trafalgar Square opens around me. Admiral Nelson rises on his pedestal, the National Gallery rests behind, the church of St Martin-in-the-Fields sits nearby. From the 13th century, the site served as the Royal Mews for hawks and then horses. By 1844, it was a public space at the heart of one of the biggest cities in the world.

Despite the square’s presence through that grand sweep of history, it’s not why I’m here. My interest is far more specific: I want to find out what happens to spaces like this when artificial light, specifically from light-emitting diodes (LEDs), intrudes. My companion tonight is Simon Thorp, a local lighting designer, who crouches in the shadows near Nelson’s spire, light meter in hand. “Two lux,” he reports, “and it’s very comfortable here.” Two lux is 10 to 20 times the illuminance of a full moon. We can see each other clearly, and a nearby sign assures us that closed-circuit television (CCTV) is in operation for safety’s sake.

A light designer uses a luxmeter to measure the light intensity emitted by a street lamp.

Light designer Simon Thorp uses a luxmeter to measure the intensity of light emitted by a street lamp in St. James’s Park, London.

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Luigi Avantaggiato

Trafalgar Square captures the relationship between lighting and darkness that exists in almost every city, suburb, small town, and village around the world. The lighting here is a mishmash of old technologies and new, of shadow and glare, the ornamental gas lamps fronting the National Gallery all but washed out by the LEDs inside modern versions of traditional “brass and glass” fixtures a few meters away—21st-century technology housed in 19th-century designs.

The ugly truth of artificial lighting today is that in parts of London, as in many cities around the world, lighting levels are excessive, with unshielded illumination blasting in all directions. And the irony is that too much light invites danger: It creates shadows, impedes our vision, and gives the illusion, without the reality, of safety. Thorp notes that modern CCTV cameras are “pretty great” even at low-light levels, while harsh light makes it hard for both human eyes and digital sensors to see.

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“The more bad light we add, the more bad light we think we need,” says Thorp. “We can’t see because of the light we’ve added. And it makes areas that were perfectly okay seem darker.”

Among the costs of this excess, the most alarming may be its toll on human health (and that of other animals) by disrupting circadian rhythms, impeding the production of melatonin, and contributing to sleep disorders that are tied to every major modern disease. New research shows that increased exposure to blue light from LEDs is having “substantial biological impacts” such as suppression of the sleep hormone melatonin and an increased risk for obesity, certain cancers, and type 2 diabetes.

A panoramic view from the Eiffel Tower looks down on the illuminated Champ de Mars gardens [center] leading toward the École Militaire, with the tall silhouette of the Tour Montparnasse visible on the Paris skyline.

Luigi Avantaggiato

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I have come to London and Paris—which led the way in the expansion of public street lighting in the 19th century—because they embody both the current enormity of the problem as well as a future certain to be lit by trillions of chips: controllable, tunable, and energy-efficient LEDs.

Living with artificial light at night

The standard justification for nighttime illumination is public safety. Lighting experts’ term for the phenomenon is “artificial light at night.” While people won’t often admit it, the desire for light at night seems to stem from a primal fear of the dark. Darkness is where the bad guys hide. And if dark is bad and light is good, then more light can only be better.

This assumption has guided our use of nighttime light for hundreds of years. And yet, high-lumen output doesn’t necessarily correlate to a reduction in crime, research has found. In other words, if we relied on the data as much as we do our primal anxieties and paused those anxieties long enough to learn how light and darkness interact, our nights would almost certainly be lighted differently—especially now that we have the extraordinary technology that is the light-emitting diode.

A 19th-century gas lamp [white square] manufactured by William Sugg & Co. next to a pedestrian path in Trafalgar Square, along with the architectural floodlighting on the neoclassical facade of the National Gallery, showcase the interplay between modern and historic lighting systems.

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Luigi Avantaggiato

The first visible red light-emitting diode was invented by Nick Holonyak in 1962, but LED lighting technology took several decades to develop, before exploding in recent years. Just a decade ago, LED streetlamps were rare. By 2019, more than half of U.S. streetlights were LEDs, and that number is predicted to top 90 percent by 2030. Similar uptake has occurred around the world, even in developing countries, where inexpensive Chinese-made LED fixtures are increasingly common.

This rapid global migration to LEDs represents a shift in the fundamental physics of how we illuminate our world. From oil lamps and candles to gas lamps, early examples of artificial light at night relied on a burning wick, an incredibly inefficient way to create light. An incandescent bulb is effectively a heater that happens to produce light as a by-product, so it squanders nearly all of its energy as heat.

By contrast, LEDs use semiconductors to convert electricity into light. Through this process of electroluminescence, LEDs use up to 90 percent less energy than incandescent bulbs do, which has enabled municipalities to realize an immediate energy savings of 50 percent or more. This fact alone has fueled the technology’s worldwide adoption.

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But LEDs aren’t just more efficient and less expensive. The use of solid-state technology gives the lights an extraordinary life-span, often measured in decades rather than years. This significantly lowers the maintenance costs, as city workers spend far fewer hours replacing broken or burned-out lights. Even more striking, by manipulating the properties of the semiconductor material, engineers can dictate the precise color and intensity of the output, something that gives LEDs incredible versatility. For a lighting designer like Thorp, LEDs offer countless possibilities.

Digital control for smarter lighting

Wandering from Trafalgar Square along the edge of St. James’s Park, Thorp and I find ourselves near Westminster Bridge, one of nine city bridges that in 2021 were part of the Illuminated River project, meant to make the Thames more beautiful at night. Each bridge now features a new LED lighting scheme that moves and changes color and intensity to create a coordinated work of art. But Thorp is frustrated that the project did nothing to correct the often glary lighting on the riverbanks. “Why don’t you pay the money to correct all of this bad lighting instead of adding new lighting?” he says. LED technology, he points out, has the potential to fix that problem.

The Illuminated River artwork for Blackfriars Bridge uses a color scheme that closely complements the red pillar supports that remain from the original Blackfriars Railway Bridge.

Luigi Avantaggiato

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In fact, this may be the most meaningful potential of LEDs: the ability for a community to control when, where, at what levels, and in which colors its lights shine. A public space like Trafalgar Square could be lit more brightly during rush hour, then dimmed as the night progresses, the lights not only connected to one another but to the surrounding streetlights and commercial lights. Anywhere in the world, LED streetlights could be programmed to rise and fall in brightness depending on the time of night or time of year. They could even be turned off during bird migrations, to reduce the number of birds that are disoriented by the lights and ultimately killed in collisions with reflective and illuminated windows.

Up to now, LED public lighting has largely not been part of any comprehensive plan to curtail and control nighttime illumination. Most LED installations have simply replaced older, inefficient “dumb” electric lighting with newer “dumb” LEDs and thus made light pollution worse. The main reason? Because LED lighting is cheaper, we tend to use more of it—a literally shining example of the Jevons paradox. Even as awareness of light pollution grows, we aren’t yet taking advantage of LED technology’s full potential.

The good news is that we could start tonight. At DarkSky International, the world’s foremost organization fighting light pollution, CEO and executive director Ruskin Hartley tells me the organization has five principles for responsible outdoor lighting: It should be useful, targeted, low level, controlled, and warm-colored. “They’re enabled because of the capabilities of LEDs,” Hartley says.

The technology to control LEDs will be part of the solution. In the olden days of the analog era, a streetlight was either on or off. To change a lighting schedule, you had to physically rewire a circuit. Today, the Digital Addressable Lighting Interface (DALI) protocol turns each luminaire into part of a network, with its own digital address and a driver that reports to a central server. With DALI, the lighting is managed through software rather than physical switches.

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Unfortunately, most LED streetlights have been deployed without this technology because it costs more. But Paul Drosihn, general manager of the DALI Alliance, says that using such controls makes the LEDs much easier to maintain. Before the new digital protocol, it took an average of nearly three visits to identify, diagnose, and repair a defective luminaire. “Now it’s one,” Drosihn says. “Saving the cost of sending two guys on a cherry picker to replace those [lights] is immeasurable. What I just described to you is pretty much all the utilities need to know.”

The intricate cast-iron understructure of Westminster Bridge glows in vibrant green and teal light as part of the Illuminated River public art project, a color palette selected to echo the green benches of the nearby House of Commons.

Luigi Avantaggiato

What’s more, DALI allows the tuning of the lights’ spectrum so that they become warmer and less disruptive as the night progresses. Digitally connected, full-spectrum luminaires allow cities to transform the nocturnal experience—saving money, increasing health and safety, and creating a warmer and more appealing atmosphere at night.

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This digital intelligence is equally transformative for the “bleed lighting” that spills from building interiors, Drosihn says. “You don’t think of night lighting as coming from inside buildings, but it does,” he says. “Particularly in the States, you drive through any major city and all the lights are on, on every floor of every high-rise, even if no one is home.”

Already, the use of digital controls for interior lighting has become commonplace in some European cities, Drosihn says. By integrating DALI with occupancy sensors and building-management systems that monitor HVAC, electrical systems, and security networks, a skyscraper can become a dynamic participant in the urban environment—dropping a floor’s interior lights to zero the moment the last person leaves. As a result, electronic controls combined with LEDs can act like a dimmer switch for a city’s entire skyline.

White light blights the night

With all the possibilities from LED technology, why are our nights too often lit with harsh and clinical light, casting glare and creating shadows, disrupting human and ecological health, erasing the stars from our skies? The answer starts with the color of LEDs. At first glance, an LED streetlight looks like a collection of small white bulbs, but it’s not. To produce a light we perceive as white, most manufacturers coat a blue semiconductor core with a yellow phosphor material that absorbs a portion of that high-energy blue light. The problem is that this “white” light is still heavily blue, which is exactly the color no species has evolved to expect at night.

Three lanterns glow white in the night.

A historic three-lantern cast-iron street lamp along the pedestrian walkway of Westminster Bridge casts a glow against the night sky.

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Luigi Avantaggiato

And because blue light is the second most energetic part of the visible spectrum (violet is the most), it doesn’t just illuminate our streets and invade our homes. Blue light also scatters in the atmosphere more easily than any other color, which helps to create the hazy, illuminated fog known as sky glow over every city of any size.

“Cooler” colored LEDs in the 4,000- to 6,500-kelvin range offer the most lumens at the lowest cost, so most early adopters installed these blue-rich white lights. The good news is that LED technology has continued to advance, and a growing number of communities are choosing warmer-colored streetlights that have less blue. (Phoenix, for example, converted 100,000 streetlamps to 2,700 K LEDs in 2020.) And, of course, light pollution isn’t just a result of LEDs. Older lighting technology also adds to the glare—bright white metal-halide lights, especially—and cities are loath to replace something that isn’t yet broken.

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But our main failure isn’t a technical one. It’s that we have yet to revise our thinking about lighting at night. We use LED technology just as we did the old sources of light. As a result, we have largely offset the gains that were promised in terms of reducing energy consumption and carbon emissions by making light pollution worse, and have so far let an incredible opportunity go unrealized.

Can the City of Light do it right?

Across the Channel in Paris, the failure to realize the potential of LEDs feels even more palpable. Unlike London, which suffered heavily from German bombs, the lovely 19th-century Paris that Baron Haussmann created largely escaped destruction in World War II. To nearly 50 million annual tourists, the beautiful uniformity of the architecture is instantly recognizable. But the City of Light’s nocturnal atmosphere is also part of the draw, and extensive attention has been given to relighting its buildings and monuments. When I wander into the Cour Carrée in the Louvre, for example, I’m stunned by rows of amber LEDs that together create a warm glow along the palace facades. When I see the Eiffel Tower, first from a distance walking along the Seine and then up close, I find myself staring as I would at a campfire, the structure’s metalwork amber-lit with more than 336 high-pressure sodium bulbs.

The Eiffel Tower glows with warm golden illumination at night.

The Eiffel Tower’s signature golden illumination was inaugurated in 1985. The 336 high-pressure sodium projectors are installed directly inside the monument’s structure.

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Luigi Avantaggiato; Lighting designer for the golden lights of the Eiffel Tower: Pierre Bideau

Still, the city’s night lighting is far from perfect. With millions of residents, thousands of stores and restaurants, and 300,000 streetlights, the city overall is among the world’s brightest. Even at the base of the Tower, bright white LED lamps illuminate the African émigrés selling cheap berets and Tour de France trinkets. And the city has been replacing its old sodium streetlights with new LEDs, swapping the warm yellow tones for which the city has long been known for bright white lamps no one wants to look at.

Street vendors display souvenirs at the foot of the Eiffel Tower. Their merchandise is lit by harsh white LED systems, which starkly contrast with the warm golden sodium-vapor light illuminating the tower above.

Luigi Avantaggiato

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Nonetheless, the potential is here. In 2019, France introduced a nationwide law to reduce levels of light pollution, setting rules about both public lighting (preventing light from being projected above the horizontal) and private lighting such as stores, which are required to turn off their exterior and shop window lights after 1 a.m. In addition, an increasing number of French communities dim or turn off municipal lights after midnight to save energy and reduce carbon emissions. Although light pollution worldwide continues to increase by nearly 10 percent per year, France has managed to reduce its overall level. Chloé Beaudet, a researcher at Université Paris-Saclay, documented local light-reduction measures and found people generally agreed with the notion of dimming or turning off the lights, mainly for energy savings and ecological concerns.

A researcher stands on the Pont de l'Archev\u00each\u00e9 (Archbishop's Bridge) observing the Notre-Dame cathedral at night.

Researcher Chloé Beaudet looks toward the Notre-Dame cathedral from the nearby Pont de l’Archevêché (Archbishop’s Bridge).

Luigi Avantaggiato

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“What I find is that people living in urban areas, they accept this kind of policy,” she tells me. “They’re like, okay, I don’t really use public space at night as a pedestrian, so what’s the point of having lights on?” For her, a key takeaway is that one lighting level does not fit all areas. “I think there is really a need for policy that is differentiated according to the neighborhood.”

The west facade of the Notre-Dame cathedral glows at night following restoration, with warm white architectural LED lighting illuminating the three monumental portals, rose window, and twin towers.

The west facade of the Notre-Dame cathedral glows at night following its restoration, with architectural LED lighting illuminating the three monumental portals, rose window, and twin towers in a warm white light that preserves the medieval limestone details.

Luigi Avantaggiato

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In another positive development, the country has been minimizing artificial light to create ecological corridors designed to protect nocturnal species such as birds, bats, and insects. These corridors are connected and dark, mitigating the disruption to the 30 percent of vertebrates and more than 60 percent of invertebrates that are nocturnal. Even for city dwellers, this trame noire (“dark infrastructure”) helps to raise awareness of why controlling light pollution is important for life on Earth. Nationwide laws to control light pollution, the ability to light different parts of a city differently, dark corridors to protect biodiversity—these are exactly the kind of changes made possible with LEDs.

The iconic I.M. Pei Pyramid glows softly at the center of the Cour Napoléon at the Louvre Museum, its warm LED illumination flowing through the geometric glass-and-metal structure with a symmetrical framing of the surrounding historic pavilions against the night sky.

Luigi Avantaggiato

That’s not all. Almost until 1920, astronomers at the Paris Observatory were still gazing at the Milky Way. That’s impossible nowadays, but it could happen again. Despite the bright white LED streetlights now lining so many Paris streets, networks of LEDs using controls could lower lighting levels enough each night, so that the Milky Way could once again be visible over the French capital. And in the process, Paris could become the City of Light in ways that would set an example for other parts of the world.

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New lighting demands new thinking

“I think we should aspire to have cities that see the stars,” Simon Thorp says when I mention this view of Paris. “You just need everything to be coordinated.”

Nearing the end of our London walk, having turned from the river and back up toward the Strand, Thorp brings me down narrow Carting Lane behind the Savoy Hotel, to where a gas fixture tops a thick lamppost, an original from 1870. A small plaque reads, “The last remaining sewer gas destructor lamp in the city of Westminster.” Thorp explains that the thick pole hides a tube that allowed methane from the sewers to get burned off at the mantle. “An early example of renewable energy,” he jokes.

The fire-orange flame is pleasing to the eye. But even here, on a narrow lane with no vehicle traffic, in a touristy area of the city, the flame is overwhelmed by a nearby, unshielded LED security light. Thorp shakes his head. “It’s stunning that someone could put in a light like that and think, ‘Great, nice job.’”

Two tourists observe the faint flame of the historic Webb Patent Sewer Gas Lamp on Carting Lane, with bright white LED lighting from modern fixtures nearby.

Tourists gaze at the Webb Patent Sewer Gas Lamp, London’s last remaining Victorian sewer-ventilating street light, which illuminates the rain-slicked pavement of Carting Lane just off the Strand. Invented in the late 19th century by Joseph Webb to burn off methane from the subterranean network, the lamp operates 24 hours a day.

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Luigi Avantaggiato

Here is the crux of contemporary artificial lighting at night. We know how to light well, and LEDs give us the ability to do so. But while our technology is 21st century, too often our thinking about light and darkness, safety and security, is stuck in the past. We could be doing so much more with this technology than we are. We could relight our nights in ways that would not only reduce energy and maintenance costs but also bring a slew of benefits, including healthier nights for humans, safer skies for nocturnal creatures, and a restoration of the stars.

In 2026, the tale of these two cities and their artificial light at night is that of a brilliant technology that we’ve engineered but haven’t yet learned to master. In short, we have yet to change the way we think about artificial light at night and to use it more thoughtfully and carefully—as we might, as one hopes we will.

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An AI SOC Evaluation Guide for Security Leaders

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The market for AI in the SOC has moved faster than the methods for evaluating it.

Just last year, Gartner placed AI SOC Agents at the Innovation Trigger stage with single-digit adoption. 

As of a few weeks ago, Gartner’s “Hype Cycle for Security Operations, 2026” put them at the Peak of Inflated Expectations.

Hype cycle for security operations

Most AI SOC vendors have a demo that feels like science fiction. Clean alerts go in, and accurate verdicts come out in seconds. It is a compelling pitch.

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Accuracy often degrades, though, once these tools leave the curated demo and meet real production conditions. The technology shows promise, and some teams report meaningful gains, but for many organizations the gap between proof of concept and operational reality is still wide.

The guide behind this article puts a number on it: between 80% and 95% of enterprise AI projects fail in production.

To help security leaders close that gap, Prophet Security, a leading agentic AI SOC platform recognized in Rising in Cyber 2026, worked with former Gartner analysts Oliver Rochford and Prateek Bhajanka on a practical, vendor-agnostic guide for evaluating AI in the SOC.

You can download a copy here.

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What are you actually evaluating?

A useful question to ask early: Are you acquiring a tool, a capability, or a new way of organizing security work? Be clear on what you expect a proof of concept to prove before you start one.

From Bayesian spam filters to SOAR, automation is nothing new to SecOps. GenAI and large language models are different in scope and reach, applied to everything from detection engineering to evidence gathering and autonomous alert triage, investigation, and response.

That breadth is why alignment between a product’s operating model and your team matters more than it used to, and why it belongs at the center of your evaluation.

This Gartner report provides cybersecurity leaders with key questions and a pragmatic way to evaluate AI SOC solutions, ensuring they actually improve Threat Detection, Investigation, and Response (TDIR) program efficiency and operational outcomes.

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1. Can the AI produce reliable verdicts in your environment?

Start with the most important question: can the AI produce accurate verdicts across the scenarios and attack surfaces your SOC actually faces?

The key insight is counterintuitive. Verdict quality does not improve gradually as you feed the model more data. Below a threshold, no amount of fine-tuning or prompt engineering compensates; above it, the model produces reliable verdicts without additional tuning.

The data that pushes quality over that line is usually identity, asset, and organizational context, the information that lets the AI tell an attacker apart from a legitimate administrator.

That has a direct consequence for how you test. A phishing alert can be triaged from email metadata and a reputation lookup. Investigating privilege escalation or lateral movement requires identity data, asset inventories, behavioral baselines, and organizational structure.

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If your proof of concept only covers cases where basic detection and telemetry suffice, you are testing the easy scenario and learning nothing about the hard one.

context sufficiency

2. Does the operating model fit how your team works?

Misalignment between a product’s operating model and the team using it is one of the most common reasons AI SOC deployments underperform.

A one-person operation leans on AI to do work no one else can, so breadth and cost displacement dominate. A larger team needs AI to amplify human effectiveness, which calls for parallel testing, override telemetry, and deliberate role redesign. The right evaluation is the one built for the team you actually have.

The most revealing test here is human-AI parity: run the system in parallel with your analysts for a couple of weeks, capture baselines before the AI is introduced, and treat analyst overrides as first-class data rather than noise. 

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A warning sign is an evaluation where analysts end up ratifying the AI’s conclusions instead of independently reaching their own.

That points to the subtler risk in this category: every AI SOC platform makes a chain of decisions upstream of the analyst: what to ingest, what to suppress, how to prioritize, what context to assemble, and how to frame the investigation. 

The further upstream a decision sits, the less visible it is and the harder it is to reverse. If the AI silently frames every investigation, your human in the loop becomes a rubber stamp. 

Evaluation stages

This is why explainability and investigation depth matter. Analysts can only trust and audit verdicts when they can see the reasoning behind them.

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3. Will the AI stay reliable over time?

A product that works on day one can quietly degrade. This part of the framework tests for durability, and it is the part a two-week proof of concept tends to skip, because it cannot be observed in that window.

The guide flags several areas worth pressure-testing: adversarial robustness, model drift and degradation, adaptability as your environment changes, and lock-in. 

There is always a balance between what a vendor can deliver today, what they envision for the future, and their track record of executing on both. This is where customer references earn their keep, so you can distinguish puffery from reality.

4. What do practitioners wish they had known prior?

The final part of the guide draws on practitioners who have run AI in the SOC in production.

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The workforce shift is real, and it arrives faster than expected. 

One enterprise CISO found that roles built around phishing triage and DMARC verification were automated within weeks, before the team had planned what those analysts would do next. The fix is to design the new roles (e.g. detection engineering, threat hunting, red teaming, and AI oversight) before deployment rather than in reaction to it. 

The biggest gains came from expanded scope rather than raw speed. 

They did not come from triaging existing alerts faster; they came from investigating things analysts would never have looked at.

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One team resurrected detection rules it had shelved as impractical, correlating HR data, authentication logs, and asset records across locations to catch credential sharing, the kind of work no human would pursue at scale for a low-severity finding. AI makes it feasible. 

It also changes detection engineering economics: experimental detections become viable when AI absorbs the false-positive overhead that used to cost full-time analysts.

“Inconclusive” is a valid answer in its own right. A system that always returns a binary verdict and never says “I don’t know” is masking uncertainty rather than resolving it. Look for tri-state classification (i.e. benign, suspicious, and malicious) with deterministic escalation rules for high-impact decisions.

The bigger picture

A technology at the Peak of Inflated Expectations is nothing to fear. Practitioners just need to manage expectations about what is vendor puffery and what the technology can realistically do in production. 

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Validate, ask for references, check case studies, and run your own evaluation. Both the former Gartner analysts and Prophet Security acknowledge that every organization’s needs differ. Some need a service, some need a product, some need a bit of both. There is no one-size-fits-all answer. 

The guide’s throughline is a human-AI hybrid model, one in which probabilistic AI handles triage and investigation while deterministic safeguards and humans in and on the loop govern containment, escalation, and irreversible actions.

Prophet Security is an agentic AI SOC platform that autonomously investigates every alert with transparent, evidence-backed reasoning and escalates the decisions that need a human.

It built its AI SOC analyst around the same principles the guide describes: every verdict shows the queries the AI ran and the evidence it weighed, so analysts can review a complete investigation rather than accept a score on faith, while humans stay in control of high-impact actions.

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For the complete four-part framework in this piece, including the scenario-by-scenario context maps, the red-flag checklists, and the full evaluation checklist you can take into a proof of concept, The Hype-Free CISO’s Guide to Testing an AI SOC Solution is available to download.

Get the guide here to access the complete framework, checklists, and questions to ask vendors at each stage.

Sponsored and written by Prophet Security.

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A Beginner’s Guide to Growing Mushrooms at Home (2026)

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Mushroom hunting is cool and fun, but you know what’s not cool and fun? Having slugs or other mushroom hunters discover your secret spot. Or, worst of all, accidentally collecting the wrong kind of mushroom that could make you quite sick—or worse.

Ideally, you’d be able to grow your favorite kind of mushrooms safely in your own home or yard, whether that’s shiitakes, morels, or lion’s manes, just like you would vegetables. But like many gardening-adjacent pursuits, it’s not that simple. Mushrooms, like all fungi, need just three things to grow: spores, a food source, and a humid environment.

However, because mushrooms are incredibly sensitive to light, heat, and contamination, it doesn’t take much to create a prohibitive growing environment. And then there’s the question of whether it’s possible to simulate the critical symbiotic relationships that many mushrooms, especially more coveted ones like porcinis and chanterelles, must maintain with tree roots to thrive.

I am far from a mycology expert, but during the past year, I, a busy full-time-working parent, have engaged in five different attempts to grow mushrooms in my house and backyard: shiitakes on an inoculated log, oysters on a cardboard-enclosed fruiting block, wine caps in spawn buried in bark chips in my garden, oysters from grain spawn in a bucket, and oysters and lion’s manes in a monotub setup.

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I laughed, I cried, I made an epic mess of chopped straw in my bathroom, and only two of the five methods succeeded. If you, too, are mushroom-curious and looking to grow your own, here’s what I did—and, in some cases, wish I had done differently.

Also, be sure to check out our guides to mushroom supplements (the functional kind), mushroom gummies, indoor gardening systems, and mushroom gifts.

Which Will Prevail?

Method 1: Mushroom Log

Williams Sonoma Mushroom Log Kit

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Method 2: Spray-and-Grow Box

Back to the Roots Organic Mini Mushroom Growing Kit

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Method 3: Spawn in the Garden

North Spore Organic Wine Cap Mushroom Sawdust Spawn

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Method 4: Fruiting Blocks in a Monotub

North Spore Boomr Bin Automated Mushroom Monotub

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Method 1: Mushroom Log

Image may contain: Plant, Tree, Home Damage, and Termite Damage

Williams Sonoma

Mushroom Log Kit

There’s nothing more natural, simple, and affordable than a mushroom log. Many mushroom logs available for purchase are meant exclusively for outdoor use, as they’re just plain old logs with sealed holes full of colonized mushroom spawn. But this 12-inch-tall option from Williams Sonoma is meant for indoor display (though you can also place it outside if you’d prefer), with smooth waxed ends and a rustic metal tag printed with its creation date.

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Soak it for 24 hours and—theoretically—you’ll have mushrooms pinning in about 30 days. Even though oyster mushrooms are the easiest variety to grow, for reasons known only to me at the time, I chose a shiitake log, which came with a piece of paper identifying it as a “younger log.” This means the spawn was still in the process of colonizing and should fruit seven to nine months from the date stamped on its tag, which was December 2025. I soaked the log in mid-May and again in early July, but I’m still waiting to see any pins. Williams Sonoma says the log is guaranteed to fruit, so it continues to sit on my dining room table, in a saucer full of water, tented with a plastic produce bag. Some green mold has started to appear on the top, but I remain optimistic, even though this is not my first shiitake mushroom log failure (I tried to grow one from a different brand some years ago, outside under a bush).

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Hackers stole ‘significant’ amount of data from tech firm relied on by thousands of US hospitals and pharmacies

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U.K.-based healthcare billing software maker Craneware is responding to a cyberattack in which hackers stole a “significant volume” of customer data from its systems, the company said on Monday.

The company said the hackers appear to have been expelled from its systems, but its investigation into the breach is ongoing, according to a statement filed with the London Stock Exchange.

Craneware’s flagship accounting and billing software is used by thousands of clinics, hospitals, and pharmacies across the United States. The company did not say exactly what kinds of data were taken in the breach, only noting that a “percentage” of employee data, customer data, and partner records had been exfiltrated.

The company, whose software helps healthcare providers bill patients for services, handles large amounts of medical records and patient data on behalf of its customers. When it bought Florida-based pharmacy software maker Sentry in 2021, Craneware said it gained access to the company’s 147 million patient records that had been collected over two decades.

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Craneware CEO Keith Neilson did not immediately respond to TechCrunch’s questions about the incident, or if the hackers have contacted the company with any demands, such as a ransom. 

It’s not yet clear if the company’s systems can receive email amid the ongoing cyberattack.

While details of the hack are still under investigation, this is the latest data breach in recent months where hackers have targeted tech companies that supply tech and services to the U.S. healthcare sector. By compromising software that many healthcare providers use to analyze and understand their billing processes, hackers can access vast amounts of patient medical and health-related data, and extort the companies with threats of publicly releasing the information.

Craneware is the latest health tech giant to be breached in the past year.

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In March, healthcare revenue tech firm TriZetto confirmed hackers stole more than 3.4 million people’s personal and health data from its systems during an earlier cyberattack. That very month, medical data storage giant CareCloud reported a breach of one of its stores of patients’ electronic health records, but has not yet said how much data was taken. 

Last July, medical billing company Episource began notifying at least 5.4 million people that their information had been stolen by hackers.

The largest ever breach of U.S. medical and healthcare data occurred in 2024, when a Russian-speaking ransomware gang hacked UnitedHealth-owned Change Healthcare. The hackers stole the medical and patient records of at least 192 million people, which the company conceded affected a “substantial proportion of people in America.”

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Watch Flock Safety CEO Garrett Langley discuss the future of surveillance at TechCrunch Disrupt 2026

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The debate over where the line should be drawn between privacy and public safety has only intensified in the AI era. And Flock Safety, a company that has seen both an influx of investment and an intense public backlash, sits right at the center of that debate. 

That’s why at TechCrunch Disrupt 2026, we’re bringing Flock’s founder and CEO Garrett Langley to the stage to speak about those very issues. Disrupt has always had its fair share of hard-hitting conversations, and you should expect no less from this session. 

And Langley’s discussion of AI, surveillance, and the future of public safety is just one of the many compelling conversations happening at Disrupt this year, which will take place October 13-15 at San Francisco’s Moscone Center. You can dive into the programming we’ve announced so far here, or take advantage of lower, early ticket prices right here

How Flock Safety, and Langley, got to Disrupt 2026 

Atlanta-based Flock Safety isn’t Langley’s first experience within the startup space. In past roles, he worked on the car subscription service Clutch and the platform Experience, where he oversaw several teams, including engineering and design prior to its sale to Cox Enterprises for $200 million in 2014.  

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Flock started in 2017, with Langley partnering with co-founders Matt Feury and Paige Todd, going through Y Combinator before experiencing significant success selling its surveillance technology to businesses and law enforcement agencies. You may associate the company with license place recognition, though it has more general surveillance use cameras and has been developing drone first responders following its acquisition of Aerodome

The company’s most recent fundraise last year, a $275 million round, placed Flock at a $7.5 billion valuation, which was a sharp increase from the prior year’s $4.8 billion valuation. Altogether, the outfit has secured $950 million in total funding since inception. 

Flock’s business success has been paired with pushback from privacy advocates like the ACLU and members of the general public, with some people going so far as destroying Flock’s surveillance cameras as it continues to offer its cameras and databases to U.S. Immigration and Customs Enforcement in particular. Among the biggest apparent setbacks for Flock, Amazon’s Ring recently ended a partnership with the company, and the LAPD let its deal with Flock lapse this month.  

Langley will discuss the company’s approach to the increasingly interwoven nature of AI and the surveillance industry in a discussion that’s certain to prove illuminating to Flock’s supporters and its critics. 

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To watch the discussion in person and join the other 10,000 founders, investors, tech enthusiasts, and innovators who will be flocking to San Francisco for TechCrunch Disrupt 2026 on October 13-15 for a wide array of workshops, speaker talks, after-parties, and networking, snag a ticket at the best price you’ll be seeing for the rest of the year right here

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Hollywood Sci-fi Studio Lot Now Pitched As Site To Make Real Space-age Weapons

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James Cameron filmed his Avatar sequels there. Marvel filmed Thor, Iron Man 2, and The Avengers. Manhattan Beach Studios in Los Angeles even handled Star Wars’ series like Obi-Wan Kenobi and The Mandalorian, which Bloomberg points out is about “a heavily armed bounty hunter in a galaxy far, far away.”

“Now lenders who are selling the property’s $240 million mortgage are promoting the site to potential buyers as a hub for making real space-age weapons.”

“The project is strategically positioned within Los Angeles’ prominent aerospace and innovation corridor, anchored by industry leaders such as Northrop Grumman, Raytheon Technologies and SpaceX,” said Cushman & Wakefield, which has the listing. “A supply-demand imbalance has emerged, driven by the growing concentration of advanced manufacturing users and a limited supply of viable space,” the real estate brokerage said in a presentation. Bids are due July 28.

The marketing pitch reflects Southern California’s shifting economic landscape as the movie business slumps and weapons makers seek to cash in on surging Pentagon spending… The defense boom is spurring the revival of a regional industry that once churned out World War II bombers, supersonic Cold War planes and Apollo command and service modules before shrinking after the fall of the Soviet Union… In the Los Angeles area, aerospace and defense-related tenants have accounted for 11% of new industrial real estate leases since the start of 2025, up from an annual average 2% during the preceding decade, according to a report this month by brokerage Newmark Group Inc.
Los Angeles “has always gone through transformations,” Stephen Cheung, president of the Los Angeles County Economic Development Corp., told Bloomberg. “This is one of those.”

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AWS billing goes haywire, hits customers with bills as high as $7.8 trillion

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WTF?! Amazon has a reputation for squeezing customers for all they’ve got, but increasing billing prices from a couple of cents to $1.5 trillion really shows how Jeff Bezos got so rich. Thankfully, though, this was just an error by Amazon Web Services, but it still caused one customer’s soul to leave their body, in their own words.

Bill Radjewski, who runs CollegeFootballData.com, received the sort of email most of us would rather not receive last week: an AWS alert informing him that he had accrued $1.5 billion in usage fees. Should he manage to win several lotteries and somehow pay it, he was still expected to face a $3 billion bill on August 1.

During the six years he’d been with AWS, his account had never exceeded $0.02 – most months his bill was just $0.01.

However, those figures were rookie numbers compared to what Dan Harvey, the head of marketing at the Hampshire-based Learning Through Landscapes, was billed.

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Harvey told the Guardian that after his previous month’s AWS bill came to 43 cents, he was especially surprised to find a bill for $7.8 billion. “I had to have a real dig around with our tech support team, while I was in full panic mode, trying to find what was going on in our account,” he said.

There was also a student in Delhi whose regular monthly AWS bill of $1.28 increased to $10.9 billion.

Another user, Bharath, saw their bill rise an impressively large 745,728,201,771% from the previous month to $1.5 trillion. “I just saw $1.5tn on my AWS bill and my soul left my body,” they wrote.

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But the record seems to belong to the user who racked up a $7.1 trillion bill in service fees since July 1, which is more than double Amazon’s market cap.

Amazon said that after 30 minutes of investigating, it determined that the root cause was “an issue with unit pricing within the estimated billing computation subsystem.” The company provided no further details but paused the bill estimation system.

AWS later said it was “rolling back a recent change to the billing computation subsystem” and attempting to restore the last known good version of its estimated billing calculations.

It appears that the issue wasn’t an easy fix. A few hours after that initial message, AWS wrote that “Our efforts to backfill corrected estimated cost and usage data are still underway. We are progressing slower than anticipated.”

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While most people obviously knew this was an error on Amazon’s part, some have pointed out that this could really have alarmed customers and may have even caused health issues. “Good morning to everyone enjoying their heart attacks,” wrote X user Gerred

Even Amazon tried to make light of the situation, though it’s easy to imagine that not everyone was laughing about it . The company wrote on X, “Typo alert: Some customers saw quadrillion-dollar AWS billing estimates today. Slight miscalculation on our end (very slight ). We’re fixing it now. No action needed on your end. Sorry for the confusion. Real question: what will you do with those trillions instead?”

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