Technology
Even J.Lo in a mech suit can’t save Netflix’s by-the-numbers AI thriller
/cdn.vox-cdn.com/uploads/chorus_asset/file/25460391/ATLAS_SG_00013R2_crop_.JPG?ssl=1 "Even J.Lo in a mech suit can’t save Netflix’s by-the-numbers AI thriller")
You would think that a sci-fi movie where Jennifer Lopez partners with a smart-ass, sentient mech suit to fight against her evil AI brother would be a little more fun. Alas, Atlas — Netflix’s latest attempt at a hit streaming action movie — takes itself far too seriously. It also fails to really dig into the complexities of the AI debate, despite essentially being a conflict between a friendly AI assistant and machine intent on a doomsday scenario. There are some funny moments, particularly the banter between Lopez and her mechanical companion, but every other part of the movie seems to be fighting against Atlas’ true form. This is a buddy comedy trying too hard to be a serious action flick.
Atlas takes place almost three decades after an uprising that saw an advanced AI bot named Harlan (Simu Liu) help liberate other machines, who then proceeded to bypass their security protocols and start a war with humanity. It’s a setup that echoes plenty of real-world concerns. Except, in this case, the AIs lose, and Harlan heads off-planet to lick his wounds — but not before issuing an ominous threat to the human population. Atlas (Lopez), the daughter of Harlan’s creator who essentially grew up with him as a sibling, spends the ensuing 28 years trying to locate precisely where Harlan went so the threat can be eliminated for good. The movie kicks off when she discovers that location after interrogating the severed head of an AI henchman.
The most important thing you need to know about Atlas is that she has grown to absolutely loathe AI and, by extension, most futuristic tech. She has the same fears many of us do (along with sci-fi characters like Will Smith in I, Robot), which are exacerbated by the fact that the tech around her can be hacked and exploited by Harlan and his associates. At one point, while briefing a group of soldiers, she says, “You can’t trust AI,” while handing out plans printed on paper.
This fear extends particularly to a device called a Neural Link (not to be confused with the Elon Musk-backed Neuralink), which lets a human mind connect directly to an AI companion. It’s a cool idea, but the movie never slows down enough to explore it in depth. Inevitably, Atlas finds herself with no choice but to use a Neural Link to connect to an AI named Smith (Gregory James Cohan) who looks just like Siri and is housed inside of a mech suit ripped right out of Titanfall.
Contrived as it might be, the relationship between Smith and Atlas is easily the best part of the movie. Atlas is cranky and sarcastic, and because of his adaptive learning capabilities, Smith soon becomes exactly the same. The AI swears and makes jokes, dishing it out to Atlas the same way she does to him. The banter is genuinely funny, to the point that, even though you can see it coming a mile away, their inevitable friendship still feels touching. It’s almost worth watching the whole movie just for its heartwarming finale.
The problem with Atlas isn’t so much that it’s predictable (though that doesn’t help, nor does its painfully generic vision of a sci-fi future). It’s that the movie doesn’t lean into this strength. Outside of Smith and Atlas, everything else about Atlas is self-serious and dull. Harlan is the biggest offender, played with a stilted effect by Liu that makes him more boring than scary. In a future where AI bots can mimic human beings perfectly, it’s confounding that the most advanced machine sounds like an old GPS giving directions. Overall, there’s a lot of wasted potential. In particular, the movie’s premise is a perfect framing for current AI debates — Siri vs. Skynet — but doesn’t take the opportunity to say anything new.
There are already plenty of recent movies that explore a potential AI future with a heavy dose of sincerity, whether it’s The Creator, Dead Reckoning, or even Netflix’s own Jung_E. Atlas adds nothing to that extensive body of work. Even worse, it fails to capitalize on its one defining aspect. The comedic moments are the best part of the movie, and yet they can feel out of place buried under everything else. Atlas was a chance to take an urgent AI conversation and explore it in an approachable Hollywood package. It could’ve been fun and smart — instead, like a lot of AI right now, it’s neither.
Atlas starts streaming on Netflix on May 24th.
Would you pay $20 a month for access to AI hardware you already own? That appears to be one of Meta’s next bets. This week, it quietly announced that your glasses’ Conversation Focus feature will soon be limited to three hours of use per month, unless you pay for a $19.99 Meta One Premium subscription.
In a help article, the company insists that it won’t require a subscription to use your glasses, period; it’s merely erecting a “rate limit” for certain AI features. Even premium subscribers will only get 15 hours of Conversation Focus per month under that “rate limit,” it claims.
Problem is, Meta’s rate limit is ridiculous. The Conversation Focus feature, which amplifies the voice of the person you’re speaking to so you can hear better in noisy environments, is not something that should plausibly be rate-limited, because it doesn’t use Meta’s servers. It runs on-device, using the chips inside the glasses that you’ve already purchased. I turned off my internet, and it kept working.
Here’s how the company introduced it last year: “[C]onversation focus uses your AI glasses’ open-ear speakers, beamforming technology, and real-time spatial processing to dynamically amplify the voice of the person you’re talking to.”
Not only does it avoid Meta’s servers, but Conversation Focus doesn’t technically require an internet connection at all. I double-checked by turning off my phone’s Wi-Fi and cellular, turning on Airplane Mode, and I was still able to use Conversation Focus just fine by tapping a button on my phone.
Does Meta have some secret licensing deal with another company that costs it money every time a person uses Conversation Focus? Failing that, the rate limit sounds utterly bogus.
We’ve asked if Meta can explain the move, and whether the company plans to put other on-device features behind a subscription. Meta didn’t immediately respond to a request for comment.
TRANSFORMATION: AI changes what robots can accomplish
Humanoid robots, showcased at Chicago’s Automate Show, demonstrate advancements in AI and robotics. Jeff Burnstein, President of the Association for Advancing Automation, explains AI’s role in enabling diverse tasks in hospitals, factories, and warehouses. He emphasizes that robotics boosts competitiveness, leading to job creation.
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A busy warehouse loading dock can be a grind. Trucks pull up. Packages pour in. Workers have to move fast, lift heavy boxes and keep everything flowing before the next trailer arrives. That part of the warehouse has always been one of the hardest places to automate. Every box can be a different size. Freight can shift in transit. Labels may face the wrong way. And when one system finishes a task, the next system still has to know what to do with the package.
Now, Ambi Robotics and Pickle Robot Company say they have linked their robotic systems to help solve that handoff problem. The companies announced a commercial integration that connects Pickle Robot’s trailer-unloading robots with Ambi Robotics’ AmbiStack pallet-building system. In other words, one robot system unloads mixed freight from a trailer. Then a conveyor moves those cases downstream so another robotic system can scan and stack them for warehouse receiving.
If this works well in large facilities, it points to a future where robots can handle more of the work that happens between a truck and a warehouse floor.
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Ambi Robotics and Pickle Robot Company have integrated their warehouse robotics systems to automate the flow of freight from trailers to pallets. The companies say the setup can fit into existing warehouse operations. (Ambi Robotics and Pickle Robot Company )
How warehouse robots move packages from truck to pallet
The setup starts at the trailer. Pickle Robot’s system unloads boxes from trailers or containers. That matters because unloading mixed freight can be exhausting work. It also creates bottlenecks when warehouses do not have enough people on the dock. From there, the packages move by conveyor into AmbiStack. Ambi Robotics designed AmbiStack as a multipurpose stacking system. It reads package information and builds pallets for the next stage of the warehouse process.
The key here is the handoff. Many warehouses already use automation. However, those systems often work in separate lanes. One machine may handle unloading. Another may handle sorting or stacking. Yet the warehouse still needs people or custom engineering to connect the pieces. This collaboration tries to make that connection smoother. The companies say the system can work with existing warehouse infrastructure. That means operators may avoid tearing apart a facility to use it.
Why Physical AI is important for warehouse automation
Physical AI means AI that controls machines doing physical work. That is important here because warehouse robots have to deal with moving boxes, shifting freight, conveyor timing and pallet stability. That creates a very different challenge from software that writes a paragraph or answers a question. A warehouse robot has to react to what sits in front of it. A box can arrive dented. A label can face the wrong way. A pallet can become unstable if the next case goes in the wrong spot.
This Ambi Robotics and Pickle Robot integration shows how that can work inside a warehouse. Pickle Robot handles the trailer unloading. AmbiStack takes over downstream by scanning and stacking cases for receiving. Together, the systems show how specialized robots can connect across a warehouse workflow.
“Warehouse operators shouldn’t have to choose between best-in-class technologies and seamless integration,” said Jim Liefer, CEO of Ambi Robotics. “As Physical AI transforms supply chains, interoperability will become increasingly important.”
AJ Meyer, founder and CEO of Pickle Robot Company, put the customer demand more directly: “Customers want automation that improves real-world throughput while fitting into existing operations.”
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A new warehouse automation system connects robotic trailer unloading with AI-powered pallet building, reducing manual handoffs on busy loading docks. (Ambi Robotics and Pickle Robot Company )
Why loading docks can slow warehouse operations
Anyone who has waited on a delayed package knows the supply chain can break down fast. Sometimes the problem starts long before a delivery truck reaches your home. Inbound logistics covers the work that happens when goods arrive at a warehouse. That includes getting boxes off trailers and moving them into the right workflow. It sounds pretty straightforward until you see the reality.
Trailers can be packed unevenly. Boxes can arrive in odd shapes. Warehouse teams also deal with tight schedules and physical strain. That is why loading docks have become such a major focus for automation. If robots can unload freight and pass it into a pallet-building system without constant human intervention, warehouses could move goods faster through one of the most labor-heavy parts of the operation.
How warehouse robots could change jobs
The big question is obvious. What happens to workers? Robots can take over repetitive and physically demanding tasks. That may reduce injuries and help warehouses handle labor shortages. It may also change which jobs companies need most.
Instead of spending a full shift unloading trailers, some workers may monitor the unloading and stacking systems. Others may step in when a package jams, a label fails to scan or a pallet needs human attention.
Still, that shift can feel unsettling. Automation often comes with a promise of safety and efficiency. Workers want to know where they fit in next. That is very important. A robot may move a box, but people still handle judgment calls, customer issues and fast decisions when the workflow changes.
Why retailers want connected warehouse robots now
Retailers and logistics companies feel pressure from several directions. Consumers expect faster shipping. Warehouses face staffing challenges. Meanwhile, e-commerce keeps creating more package volume. That creates a hard math problem. Companies need to move more goods without slowing down at the dock.
This Ambi Robotics and Pickle Robot setup gives warehouse operators another option. Instead of buying one giant system from a single vendor, they can connect specialized robotic tools that handle different parts of the job. That could give operators more flexibility. It could also help them avoid major redesigns, which can be expensive and disruptive. In other words, the robots are getting smarter. They are also starting to work together in more useful ways.
What this means to you
Even if you never set foot in a warehouse, this kind of automation can affect your life. When warehouses move goods more efficiently, stores may restock faster. Online orders may move with fewer delays. Returns may get processed more quickly. There is another side, too. More automation can reshape job roles inside warehouses. That means workers may need new training as companies bring in more robotic systems.
You may also hear fewer excuses when packages run late. If robots help warehouses operate with fewer bottlenecks, retailers may raise expectations for speed even more. That sounds convenient, but it also means the race for faster delivery keeps putting pressure on every part of the supply chain.
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Ambi Robotics and Pickle Robot Company say their integrated systems could help warehouses move inbound freight faster while easing physically demanding work. (Ambi Robotics and Pickle Robot Company )
Kurt’s key takeaways
What grabs me here is the handoff. One robot unloads packages from a trailer. Another scans and stacks them for the next part of the warehouse process. That is the piece that could change how loading docks operate. Warehouses are full of little delays that add up fast. If a package sits in the wrong place or waits for a person to move it to the next step, the whole process can slow down. This integration shows how warehouse robots may start taking over more of that middle work between the truck and the warehouse floor. Still, the human side deserves attention. These systems could reduce backbreaking work, which is a good thing. At the same time, they may change what warehouse workers are asked to do. The companies that make that transition clear, fair and useful for workers will be the ones to watch.
If robots can unload the truck, build the pallet and keep the warehouse moving, what job inside the warehouse gets automated next? Let us know by writing to us at CyberGuy.com.
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Google’s NotebookLM is adding a new way to catch up on your notes: TikTok-style AI videos. The new feature is rolling out to Google AI Ultra and Pro subscribers, allowing NotebookLM to generate 60-second vertical AI clips based on the sources you upload to the app.
The example shared by Google details Australia’s unsuccessful war on emus, pairing paper cutout-style AI art of emus with narration. It adds to some of the other ways NotebookLM lets you interact with your research, including by generating AI podcasts, cinematic videos, and visual explainers.
To generate a 60-second clip, head to NotebookLM on the web or app, select a notebook, and then choose “Video” from the Studio column on the right side of the screen. From there, select “Short,” choose the topic you’d like NotebookLM to focus on (or enter your own), and then hit the “Generate” button.
The feature is rolling out in English only for now, with support for free users coming “soon.”
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