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AI humanoid robot learns to mimic human emotions and behavior

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AI humanoid robot learns to mimic human emotions and behavior

Ready for a robot that not only looks human but also acts and reacts like one, expressing emotions like shyness, excitement or friendliness? Disney Research, the innovation powerhouse behind The Walt Disney Company, has turned this into reality. 

Its latest creation is an autonomous humanoid robot that can mimic human emotions and behaviors in real time. Think of it as a real-life WALL-E, but with even more personality.

This groundbreaking robot uses advanced artificial intelligence to replicate natural gestures and deliberate actions with striking accuracy. What makes it truly special is how it learns by observing and mimicking human operators who guide its emotional responses during interactions. 

Over time, the robot becomes capable of engaging with people on its own, making every interaction feel personal and lifelike.

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Autonomous humanoid robot can mimic human emotions and behaviors  (Disney Research)

How does it work? Training robots to feel

The secret sauce behind this emotional robot lies in its training process. Initially, a human operator remotely controlled the robot, using instincts and social intuition to guide its behavior. For example, if someone approached the robot shyly, the operator would respond in kind, teaching the robot how to mirror that emotion. These interactions were recorded and fed into an AI system that analyzed every movement and response.

WHAT IS ARTIFICIAL INTELLIGENCE (AI)?

Disney Research explains it best: “Our model learns to predict continuous operator commands through a diffusion process and discrete commands through a classifier.”

In simpler terms, the AI learns two things, smooth movements (like waving) and specific actions (like saying hello). After extensive training in simulations, the robot was tested with real people, and it nailed it. Users could even recognize different “moods” generated by the robot’s AI.

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This autonomous humanoid robot can mimic human emotions and behaviors.  (Disney Research)

WORLD’S FIRST AI-POWERED INDUSTRIAL SUPER-HUMANOID ROBOT

The role of Newton: A physics engine for next-gen robotics

Behind this innovation is Newton, an open-source physics engine developed by Disney Research in collaboration with NVIDIA and Google DeepMind. Newton is designed to close the “sim-to-real” gap in robotics by creating ultra-realistic virtual environments where robots can be trained efficiently. This means robots can practice complex tasks, like interacting with soft objects or navigating tricky terrains, before stepping into the real world.

Newton’s capabilities are impressive:

  • Differentiable physics: It allows robots to optimize their movements by simulating how actions will play out in real-world scenarios.
  • Extensibility: Robots can interact with diverse objects like food or fabric, making them perfect for entertainment purposes.
  • GPU acceleration: With NVIDIA’s Warp technology, simulations run up to 100 times faster than traditional methods.

Disney plans to use Newton to enhance its robotic character platform, which includes expressive droids like the Star Wars-inspired BDX models showcased at NVIDIA’s GTC keynote this year.

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An autonomous humanoid robot that can mimic human emotions and behaviors  (Disney Research)

HUMANOID ROBOT STUNS WITH PERFECT SIDE FLIP ACROBATICS

Disney’s vision: Robots that tell stories

For Disney, these humanoid robots are more than just technological advances. They’re storytellers. Kyle Laughlin, senior vice president of Walt Disney Imagineering Research & Development, shared his excitement about what’s next.

“This collaboration will allow us to create a new generation of robotic characters that are more expressive and engaging than ever before — and connect with our guests in ways that only Disney can,” he said.

The BDX droids are just the beginning. Disney envisions a future in which robots aren’t just tools but companions that make you laugh, cry and feel connected, just like your favorite Disney characters.

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An autonomous humanoid robot can mimic human emotions and behaviors  (Disney Research)

CREEPY HUMANOID ROBOT MOVES USING 1,000 EERIE ARTIFICIAL MUSCLES

Kurt’s key takeaways

Disney’s humanoid robot is a peek into a future where machines don’t just assist us, they engage with us emotionally. With billions of humanoid robots expected by 2050, innovations like these are setting the stage for a world where technology feels more human than ever before. Who knows? The next time you visit a Disney park, you might just find yourself chatting with a robot that feels as alive as you do.

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How do you feel about robots that can mimic human emotions? Do you think they could enhance our lives, or does the idea of machines expressing feelings make you uneasy? Let us know by writing us at Cyberguy.com/Contact

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Defense secretary Pete Hegseth designates Anthropic a supply chain risk

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Defense secretary Pete Hegseth designates Anthropic a supply chain risk

This week, Anthropic delivered a master class in arrogance and betrayal as well as a textbook case of how not to do business with the United States Government or the Pentagon.

Our position has never wavered and will never waver: the Department of War must have full, unrestricted access to Anthropic’s models for every LAWFUL purpose in defense of the Republic.

Instead, @AnthropicAI and its CEO @DarioAmodei, have chosen duplicity. Cloaked in the sanctimonious rhetoric of “effective altruism,” they have attempted to strong-arm the United States military into submission – a cowardly act of corporate virtue-signaling that places Silicon Valley ideology above American lives.

The Terms of Service of Anthropic’s defective altruism will never outweigh the safety, the readiness, or the lives of American troops on the battlefield.

Their true objective is unmistakable: to seize veto power over the operational decisions of the United States military. That is unacceptable.

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As President Trump stated on Truth Social, the Commander-in-Chief and the American people alone will determine the destiny of our armed forces, not unelected tech executives.

Anthropic’s stance is fundamentally incompatible with American principles. Their relationship with the United States Armed Forces and the Federal Government has therefore been permanently altered.

In conjunction with the President’s directive for the Federal Government to cease all use of Anthropic’s technology, I am directing the Department of War to designate Anthropic a Supply-Chain Risk to National Security. Effective immediately, no contractor, supplier, or partner that does business with the United States military may conduct any commercial activity with Anthropic. Anthropic will continue to provide the Department of War its services for a period of no more than six months to allow for a seamless transition to a better and more patriotic service.

America’s warfighters will never be held hostage by the ideological whims of Big Tech. This decision is final.

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What Trump’s ‘ratepayer protection pledge’ means for you

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What Trump’s ‘ratepayer protection pledge’ means for you

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When you open a chatbot, stream a show or back up photos to the cloud, you are tapping into a vast network of data centers. These facilities power artificial intelligence, search engines and online services we use every day. Now there is a growing debate over who should pay for the electricity those data centers consume.

During President Trump’s State of the Union address this week, he introduced a new initiative called the “ratepayer protection pledge” to shift AI-driven electricity costs away from consumers. The core idea is simple. 

Tech companies that run energy-intensive AI data centers should cover the cost of the extra electricity they require rather than passing those costs on to everyday customers through higher utility rates.

It sounds simple. The hard part is what happens next.

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At the State of the Union address Feb. 24, 2026, President Trump unveiled the “ratepayer protection pledge” aimed at shielding consumers from rising electricity costs tied to AI data centers. (Nathan Posner/Anadolu via Getty Images)

Why AI is driving a surge in electricity demand

AI systems require enormous computing power. That computing power requires enormous electricity. Today’s data centers can consume as much power as a small city. As AI tools expand across business, healthcare, finance and consumer apps, energy demand has risen sharply in certain regions.

Utilities have warned that the current grid in many parts of the country was not built for this level of concentrated demand. Upgrading substations, transmission lines and generation capacity costs money. Traditionally, those costs can influence rates paid by homes and small businesses. That is where the pledge comes in.

What the ratepayer protection pledge is designed to do

Under the ratepayer protection pledge, large technology companies would:

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  • Cover the full cost of additional electricity tied to their data centers
  • Build their own on-site power generation to reduce strain on the public grid

Supporters say this approach separates residential energy costs from large-scale AI expansion. In other words, your household bill should not rise simply because a new AI data center opens nearby. So far, Anthropic is the clearest public backer. CyberGuy reached out to Anthropic for a comment on its role in the pledge. A company spokesperson referred us to a tweet from Anthropic Head of External Affairs Sarah Heck.

“American families shouldn’t pick up the tab for AI,” Heck wrote in a post on X. “In support of the White House ratepayer protection pledge, Anthropic has committed to covering 100% of electricity price increases that consumers face from our data centers.”

That makes Anthropic one of the first major AI companies to publicly state it will absorb consumer electricity price increases tied to its data center operations. Other major firms may be close behind. The White House reportedly plans to host Microsoft, Meta and Anthropic in early March to discuss formalizing a broader deal, though attendance and final terms have not been confirmed publicly.

Microsoft also expressed support for the initiative. 

“The ratepayer protection pledge is an important step,” Brad Smith, Microsoft vice chair and president, said in a statement to CyberGuy. “We appreciate the administration’s work to ensure that data centers don’t contribute to higher electricity prices for consumers.”  

Industry groups also point to companies such as Google and utilities including Duke Energy and Georgia Power as making consumer-focused commitments tied to data center growth. However, enforcement mechanisms and long-term regulatory details remain unclear.

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CHINA VS SPACEX IN RACE FOR SPACE AI DATA CENTERS

The White House plans talks with Microsoft, Meta and Anthropic about shifting AI energy costs away from consumers. (Eli Hiller/For The Washington Post via Getty Images)

How this could change the economics of AI

AI infrastructure is already one of the most expensive technology buildouts in history. Companies are investing billions in chips, servers and real estate. If firms must also finance dedicated power plants or pay premium rates for grid upgrades, the cost of running AI systems increases further. That could lead to:

  • Slower expansion in some markets
  • Greater investment in renewable energy and storage
  • More partnerships between tech firms and utilities

Energy strategy may become just as important as computing strategy. For consumers, this shift signals that electricity is now a central part of the AI conversation. AI is no longer only about software. It is also about infrastructure.

The bigger consumer tech picture

AI is becoming embedded in smartphones, search engines, office software and home devices. As adoption grows, so does the hidden infrastructure supporting it. Energy is now part of the conversation around everyday technology. Every AI-generated image, voice command or cloud backup depends on a power-hungry network of servers.

By asking companies to account more directly for their electricity use, policymakers are acknowledging a new reality. The digital world runs on very physical resources. For you, that shift could mean more transparency. It also raises new questions about sustainability, local impact and long-term costs.

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ARTIFICIAL INTELLIGENCE HELPS FUEL NEW ENERGY SOURCES

As AI expansion strains the grid, a new proposal would require tech firms to fund their own power needs. (Sameer Al-Doumy/AFP via Getty Images)

What this means for you

If you are a homeowner or renter, the practical question is simple. Will this protect my electric bill? In theory, separating data center energy costs from residential rates could reduce the risk of price spikes tied to AI growth. If companies fund their own generation or grid upgrades, utilities may have less reason to spread those costs among all customers.

That said, utility pricing is complex. It depends on state regulators, long-term planning and local energy markets.

Here is what you can watch for in your area:

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  • New data center construction announcements
  • Utility filings that mention large commercial load growth
  • Public service commission decisions on rate adjustments

Even if you rarely use AI tools, your community could feel the effects of a nearby data center. The pledge is intended to keep those large-scale power demands from showing up in your monthly bill.

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Kurt’s key takeaways

The ratepayer protection pledge highlights an important turning point. AI is no longer only about innovation and speed. It is also about energy and accountability. If tech companies truly absorb the cost of their expanding power needs, households may avoid some of the financial strain tied to rapid AI growth. If not, utility bills could become an unexpected front line in the AI era.

As AI tools become part of daily life, how much extra power are you willing to support to keep them running? Let us know by writing to us at Cyberguy.com.

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Here’s your first look at Kratos in Amazon’s God of War show

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Here’s your first look at Kratos in Amazon’s God of War show

Amazon has slowly been teasing out casting details for its live-action adaptation of God of War, and now we have our first look at the show. It’s a single image but a notable one showing protagonist Kratos and his son Atreus. The characters are played by Ryan Hurst and Callum Vinson, respectively, and they look relatively close to their video game counterparts.

There aren’t a lot of other details about the show just yet, but this is Amazon’s official description:

The God of War series storyline follows father and son Kratos and Atreus as they embark on a journey to spread the ashes of their wife and mother, Faye. Through their adventures, Kratos tries to teach his son to be a better god, while Atreus tries to teach his father how to be a better human.

That sounds a lot like the recent soft reboot of the franchise, which started with 2018’s God of War and continued through Ragnarök in 2022. For the Amazon series, Ronald D. Moore, best-known for his work on For All Mankind and Battlestar Galactica, will serve as showrunner. The rest of the cast includes: Mandy Patinkin (Odin), Ed Skrein (Baldur), Max Parker (Heimdall), Ólafur Darri Ólafsson (Thor), Teresa Palmer (Sif), Alastair Duncan (Mimir), Jeff Gulka (Sindri), and Danny Woodburn (Brok).

While production is underway on the God of War series, there’s no word on when it might start streaming.

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