Luxury Hi-Fi Brand Unveils Affordable Bluetooth Speakers for Modern Vinyl Enthusiasts

New Active Speakers from Elipson Elevate Audio Experience

Elipson, a renowned French luxury audio brand, has recently introduced two new active speakers in its Horus series: the Horus 6B Active BT bookshelf speaker and the Horus 11F Active BT floorstander. These models are designed to deliver high-quality sound while offering versatile connectivity options for modern listening environments.

Both speakers come equipped with built-in 50W stereo amplification, ensuring powerful and clear audio output. They feature a sophisticated bass reflex system, which enhances low-frequency performance without compromising on clarity. The drivers used in these speakers include 130mm glass fiber-reinforced cellulose pulp bass/mid-range units and 25mm silk dome neodymium tweeters, providing a balanced and detailed soundstage.

The Horus 6B and Horus 11F are available in three elegant finishes: light wood / beige, walnut / dark gray, and black / carbon. This range of options allows users to choose a design that complements their home decor while maintaining a premium aesthetic.

Key Features and Connectivity Options

One of the standout features of the Horus 6B Active BT is its USB Audio connection, which supports plug-and-play functionality for PCs and Macs. This allows for high-resolution audio playback at up to 24-bit/96kHz, making it ideal for audiophiles who want to enjoy their digital music library in the best possible quality.

Additionally, the Horus 6B includes a moving magnet (MM) phono input, enabling direct connection to turntables without the need for an external pre-amp. This makes it a convenient choice for vinyl enthusiasts looking to integrate their analog collection into a modern audio setup.

Both speakers also offer multiple input options, including HDMI ARC for seamless integration with televisions, coaxial and optical inputs capable of handling 24-bit/192kHz audio, and Bluetooth 5.0 with aptX HD support. This ensures compatibility with a wide range of devices, from smartphones to streaming services.

Performance and Availability

In terms of frequency response, the Horus 11F Active BT delivers a broad range of 40Hz to 20,000Hz, making it suitable for a variety of music genres and listening scenarios. The Horus 6B Active BT has a slightly narrower range of 55Hz to 22,000Hz, but still provides excellent sound quality for most applications.

The Horus 6B Active BT is currently available for purchase, while the Horus 11F Active BT will be released in early October 2025. The recommended retail prices are £399 (approximately $530 or AU$840) for the Horus 6B and £899 (around $1,200 or AU$1,880) for the Horus 11F.

Conclusion

With their advanced features, stylish designs, and versatile connectivity, the Elipson Horus 6B and Horus 11F Active BT speakers are poised to become popular choices among both casual listeners and audiophiles. Whether you're looking to upgrade your home audio system or set up a dedicated listening space, these speakers offer a compelling combination of performance and style.

Auddia restructures engineering team

Auddia's Strategic Shift and Engineering Restructuring

Auddia, a company known for its innovative approach to the music industry, has recently announced a significant restructuring of its engineering team. This move is aimed at reducing operational costs while preparing the company for its upcoming transformation into an AI-native holding company. The restructuring is part of a broader strategy that includes the completion of a previously announced business combination.

Pablo Calderon, who currently serves as Auddia’s head of engineering and lead AI model developer, will be transitioning to the AI team at the holding company level. His role will involve supporting the AI engineering needs of the proposed subsidiaries, including Auddia itself. This shift highlights the company’s commitment to integrating artificial intelligence more deeply into its operations.

In addition to this change, Peter Shoebridge, Auddia’s Chief Technology Officer (CTO), will be leaving the company at the end of August. His departure marks a pivotal moment in the company's evolution, as it moves towards a more focused AI-driven structure.

New Business Model Focus

As part of the ongoing restructuring, Auddia is also changing its business model. Previously operating on a consumer subscription model, the company is now shifting towards a B2B SaaS (Software as a Service) model. This new approach aims to provide artists and labels with innovative tools to leverage AM/FM radio streams, thereby connecting them with mainstream radio listeners in a more effective manner.

This transition reflects Auddia’s strategic decision to align with the evolving demands of the music industry, where data-driven solutions are becoming increasingly essential. By focusing on B2B relationships, Auddia is positioning itself to offer value through scalable, technology-driven services.

Engineering Transition and Product Development

With the engineering transition now complete, Auddia's internal AI team will focus on training and productizing the AI Placement Engine. This engine is designed to enhance the company's capabilities in delivering targeted content to audiences through various platforms.

Meanwhile, a dedicated outsourced engineering team will take the lead in developing the Discovr Radio Portal. This portal is expected to serve as a key platform for users to access and interact with radio content in new ways. The company believes that this division of responsibilities will result in a more capital-efficient and faster product development process compared to the previous structure.

The launch of the Discovr Radio platform is anticipated to coincide with the completion of the AI-native holding company restructuring. This timing underscores the importance of aligning product launches with strategic organizational changes.

Future Outlook and Investment Opportunities

As Auddia continues to evolve, it is clear that the company is making significant strides in adapting to the changing landscape of the music and technology industries. The shift towards an AI-native structure and a B2B SaaS model represents a forward-thinking approach that could open up new avenues for growth and innovation.

For investors, these developments may present opportunities to engage with a company that is actively redefining its business model and leveraging cutting-edge technology. While specific investment details and performance metrics remain to be seen, the company's strategic direction suggests a commitment to long-term value creation.

Overall, Auddia's recent announcements signal a transformative phase for the company, one that is likely to shape its future trajectory in the dynamic world of digital media and artificial intelligence.

The AI Doomsday Clock Ticks

The Limits of Large Language Models and the Search for a Better Path to AGI

The race to develop artificial general intelligence (AGI) has become one of the most ambitious and competitive endeavors in modern technology. However, as top AI companies pour billions into building increasingly complex large language models (LLMs), many researchers are questioning whether these models are truly the path to achieving AGI.

The AI Bubble and Investor Concerns

OpenAI, now the most valuable startup in the world, has raised over $60 billion and is on track to surpass a $500 billion valuation. Its flagship product, ChatGPT, boasts 700 million weekly users and has set the pace for the AI industry. Despite this success, concerns about profitability and long-term viability persist. OpenAI is not yet profitable, and its mission to create AGI that benefits all of humanity remains unfulfilled.

Other major players like Google, Meta, xAI, and Anthropic are also investing heavily in scaling their LLMs. This includes acquiring talent, buying data, and constructing massive data centers. Yet, the gap between the hype surrounding AI and the reality of its capabilities is growing. Some investors and industry leaders believe the AI sector is experiencing a bubble, with expectations outpacing actual progress.

Sam Altman, CEO of OpenAI, has acknowledged that the current excitement around AI may be excessive. Meanwhile, a recent stock market sell-off highlighted widespread uncertainty. Investors are now closely watching Nvidia’s earnings report, as the company plays a critical role in powering LLMs. If the results show signs of slowing growth, it could trigger further doubts about the future of AI.

The Problem with Large Language Models

Despite their impressive performance, LLMs have significant limitations. A June paper from Apple researchers titled “The Illusion of Thinking” found that advanced reasoning models struggle with complex tasks, relying more on pattern recognition than true understanding. This raises concerns about whether LLMs can evolve into AGI.

Andrew Gelman, a professor at Columbia University, compared the performance of LLMs to human cognition, stating that while they can handle simple tasks, they fall short when it comes to deeper reasoning. Geoffrey Hinton, often called the "Godfather of AI," has argued that training models to predict the next word forces them to understand context. However, many researchers disagree, pointing to issues such as hallucination, misinformation, and inconsistent outputs.

A German study found that LLMs across 30 languages have an average hallucination rate of 7% to 12%, reinforcing the idea that these models are not yet reliable for critical applications. Companies that adopt AI often require human oversight to ensure accuracy and safety.

The Scaling Dilemma

Many AI researchers believe that increasing the size of LLMs will eventually lead to AGI. This approach, known as scaling, is based on the idea that more data and computational power will improve model performance. However, recent studies suggest that LLMs may be hitting a wall, with diminishing returns as they scale.

Yann LeCun, Meta’s chief AI scientist, has emphasized that simply adding more data and compute does not guarantee smarter AI. He advocates for alternative approaches, such as world models, which simulate real-world environments rather than relying solely on text-based patterns.

New Approaches to AGI

Researchers like Fei Fei Li and Yann LeCun are exploring alternatives to LLMs. World models, for example, aim to replicate how humans learn by simulating and interacting with the physical world. These models can make predictions and adapt to new situations, offering a more robust foundation for AGI.

Google’s DeepMind recently released Genie 3, a world model capable of simulating real-world environments like volcanic terrain or underwater landscapes. This development highlights the potential of world models to enable AI systems that can reason, plan, and interact with the physical world.

Other promising approaches include neuroscience-inspired models, multi-agent systems, and embodied AI. Embodied AI, in particular, integrates world models into physical forms, allowing robots to interpret and learn from their surroundings.

The Future of AI

While LLMs have made remarkable strides, many experts agree that they are not the final solution. As the AI industry continues to evolve, the focus is shifting toward more holistic and adaptive models. Researchers like Gary Marcus, once considered skeptical, now advocate for a move away from pure scaling and toward cognitive models that better reflect human intelligence.

The journey to AGI remains uncertain, but the search for better alternatives is ongoing. Whether through world models, embodied AI, or other innovative approaches, the next phase of AI development could redefine what it means to create intelligent machines.

Top 5 Switch 2 Cases Tested – The Winner Revealed

The Best Switch 2 Case I've Tried

Since the release of the Switch 2, I’ve tested a wide range of cases. From the smart but bulky charging case from Belkin to the nearly great felt Sleeper Case from Genki, an incredibly slim and simple one from TomToc, and even the official Nintendo case, each has had its own unique strengths. However, as I settle into long-term use with the console, it's time to choose which case I'll rely on daily.

The winner surprised me at first, but after several weeks of testing, especially with a small design flaw now fixed, it became clear that Dbrand’s Killswitch system is the standout choice.

What Makes the Killswitch Unique

The Killswitch isn’t just a typical case; it's a protective shell that can be applied to different parts of the Switch 2. At its core is a pair of Joy-Con protectors that your controllers clip into, along with a sleeve for the middle portion of the console. This setup makes the Switch 2 slightly bulkier, but significantly more ergonomic in handheld mode.

When you're ready to store or travel with your console, you can simply attach a frosted plastic cover that securely wraps around the Switch 2 using an elastic strap. This cover also includes a magnetically attached cart holder that can hold up to ten spare games.

If you plan to dock your Switch 2, the sleeve may make it too thick to fit into the standard dock. To address this, Dbrand provides a docking attachment that slots into the dock and allows you to attach the console externally. While not the most elegant solution, it works effectively.

Addressing Initial Issues

When the Killswitch first launched, some users reported two main issues. First, when holding the console with one hand in portable mode, the Switch 2’s controller could detach more easily than without the case, posing a risk of dropping. Second, the initial docking attachment wasn't smooth to use and required more effort to dock or undock the console with one hand.

Dbrand has since addressed these problems. They sent a supplementary kit to all existing customers, including friction pads to improve the grip of the docking attachment and redesigned Joy-Con grips that offer a better magnetic connection to the main body of the console. These updates have largely resolved the issues.

My Personal Experience

I haven’t used the docking attachment much because I almost always play the Switch 2 in handheld mode. For me, removing the sleeve when I want to dock the console is easier and saves space next to my TV. I didn’t have any issues with the original Joy-Con grips, but the revised versions are a welcome improvement for long-term use.

Despite the initial hiccups, I appreciate how Dbrand has worked to fix the problems. However, what truly convinced me was the comfort the Killswitch provides. While I never found the Switch 2 uncomfortable, many people criticize its lack of ergonomics. The added grip and comfort from the Killswitch make a noticeable difference, and I’ve grown so used to it that playing without it feels odd.

Additional Features

I also enjoy the small control stick-caps included with the case, which make the control sticks more grippy. When I use the Switch 2 without the Killswitch, it feels less comfortable, and when I compare it to other cases, the added bulk isn’t a major issue when packing it away.

Overall, I’m very satisfied with the Killswitch system. It offers excellent protection and comfort, making it my top recommendation for Switch 2 owners. One thing to note is that shipping can be pricey if you’re not based in the US.

Top 5 Switch 2 Cases Tested – The Winner Revealed

The Best Switch 2 Case I've Tried

Since the release of the Switch 2, I’ve tested a wide range of cases. From the smart but bulky charging case from Belkin to the nearly great felt Sleeper Case from Genki, an incredibly slim and simple one from TomToc, and even the official Nintendo case, each has had its own unique strengths. However, as I settle into long-term use with the console, it's time to choose which case I'll rely on daily.

The winner surprised me at first, but after several weeks of testing, especially with a small design flaw now fixed, it became clear that Dbrand’s Killswitch system is the standout choice.

What Makes the Killswitch Unique

The Killswitch isn’t just a typical case; it's a protective shell that can be applied to different parts of the Switch 2. At its core is a pair of Joy-Con protectors that your controllers clip into, along with a sleeve for the middle portion of the console. This setup makes the Switch 2 slightly bulkier, but significantly more ergonomic in handheld mode.

When you're ready to store or travel with your console, you can simply attach a frosted plastic cover that securely wraps around the Switch 2 using an elastic strap. This cover also includes a magnetically attached cart holder that can hold up to ten spare games.

If you plan to dock your Switch 2, the sleeve may make it too thick to fit into the standard dock. To address this, Dbrand provides a docking attachment that slots into the dock and allows you to attach the console externally. While not the most elegant solution, it works effectively.

Addressing Initial Issues

When the Killswitch first launched, some users reported two main issues. First, when holding the console with one hand in portable mode, the Switch 2’s controller could detach more easily than without the case, posing a risk of dropping. Second, the initial docking attachment wasn't smooth to use and required more effort to dock or undock the console with one hand.

Dbrand has since addressed these problems. They sent a supplementary kit to all existing customers, including friction pads to improve the grip of the docking attachment and redesigned Joy-Con grips that offer a better magnetic connection to the main body of the console. These updates have largely resolved the issues.

My Personal Experience

I haven’t used the docking attachment much because I almost always play the Switch 2 in handheld mode. For me, removing the sleeve when I want to dock the console is easier and saves space next to my TV. I didn’t have any issues with the original Joy-Con grips, but the revised versions are a welcome improvement for long-term use.

Despite the initial hiccups, I appreciate how Dbrand has worked to fix the problems. However, what truly convinced me was the comfort the Killswitch provides. While I never found the Switch 2 uncomfortable, many people criticize its lack of ergonomics. The added grip and comfort from the Killswitch make a noticeable difference, and I’ve grown so used to it that playing without it feels odd.

Additional Features

I also enjoy the small control stick-caps included with the case, which make the control sticks more grippy. When I use the Switch 2 without the Killswitch, it feels less comfortable, and when I compare it to other cases, the added bulk isn’t a major issue when packing it away.

Overall, I’m very satisfied with the Killswitch system. It offers excellent protection and comfort, making it my top recommendation for Switch 2 owners. One thing to note is that shipping can be pricey if you’re not based in the US.

AGI Talk Shakes Silicon Valley, But Fears Linger About Superpowered AI

The Rise and Fall of AGI Hype

Once upon a time, Silicon Valley was captivated by the promise of Artificial General Intelligence (AGI). In early 2024, OpenAI CEO Sam Altman confidently stated that his company had “AGI achieved internally.” This came after he previously claimed that AGI might be realized in 2025. His team even adopted the nickname “AGI Sherpas,” while former chief scientist Ilya Sutskever led researchers in chants of “Feel the AGI!” Microsoft, a major backer of OpenAI, published a paper in 2024 suggesting that GPT-4 exhibited “sparks of AGI.” Elon Musk founded xAI with the goal of building AGI, predicting it could arrive as early as 2025 or 2026. Demis Hassabis of DeepMind also claimed the world was “on the cusp” of AGI.

Meta’s CEO, Mark Zuckerberg, pledged to develop “full general intelligence” for future products. Dario Amodei of Anthropic, though skeptical of the term AGI, suggested powerful AI could emerge by 2027. Eric Schmidt, former Google CEO, predicted AGI would arrive within three to five years. However, the enthusiasm surrounding AGI has since waned, with a noticeable shift toward pragmatism over utopian visions.

A Shift in Focus

The AGI fever is now fading, marking a significant change in tone among tech leaders. At a CNBC appearance this summer, Altman dismissed AGI as “not a super-useful term.” In the New York Times, Schmidt urged Silicon Valley to focus on practical technology rather than chasing superhuman AI. AI pioneer Andrew Ng and U.S. AI czar David Sacks both called AGI “overhyped.”

The confusion around what AGI actually means contributes to its growing skepticism. While most agree that AGI stands for “artificial general intelligence,” definitions vary widely. Some see it as AI rivaling human brain complexity, while others define it as systems capable of performing any cognitive task a competent human can. OpenAI’s definition emphasizes autonomous systems that can outperform humans at economically valuable work.

The Reality of AGI

Despite the hype, progress in AI development has not met expectations. The rollout of OpenAI’s GPT-5 model in August 2024 was underwhelming, offering only incremental improvements rather than the breakthrough many anticipated. Shane Legg, who helped coin the term AGI, noted that GPT-5 lacks real understanding, continuous learning, and grounded experience.

Altman’s retreat from AGI language is particularly notable given the company’s founding mission. OpenAI was built on AGI hype, raising billions in capital and forming a partnership with Microsoft. A clause in their agreement restricts Microsoft’s access to future technology if OpenAI declares AGI achievement. Microsoft, having invested over $13 billion, reportedly wants to remove this clause and has even considered walking away from the deal.

A Healthy Vibe Shift

Many view the shift away from AGI rhetoric as a positive development. Shay Boloor, chief market strategist at Futurum Equities, called it “very healthy,” emphasizing that markets reward execution over vague narratives. Others argue that the focus is moving from a monolithic AGI fantasy to domain-specific “superintelligences.”

Daniel Saks of Landbase believes the future lies in decentralized, domain-specific models achieving superhuman performance in particular fields. Christopher Symons of Lirio argues that the AGI term is unhelpful, as it diverts resources from more concrete applications where AI can benefit society immediately.

Continued Debate and Concerns

While the AGI narrative is less prominent, the mission and phrase haven’t disappeared entirely. Executives at Anthropic and DeepMind still refer to themselves as “AGI-pilled,” though the term is debated. Some see it as belief in AGI’s imminent arrival, while others view it as the ongoing improvement of AI models.

Some critics argue that the hedging around AGI is concerning. Former OpenAI researcher Steven Adler warned that some companies aim to build systems smarter than humans, calling for serious attention to the risks. Max Tegmark of the Future of Life Institute accuses AI leaders of changing their tune to avoid regulation, comparing it to a cocaine salesman downplaying the drug’s effects.

The Future of AI

Whether referred to as AGI or another term, the hype may fade, but the real questions about AI’s trajectory remain. With so much at stake—money, jobs, security, and safety—the conversation about where this race leads is far from over.

AGI Talk Shakes Silicon Valley, But Fears Linger About Superpowered AI

The Rise and Fall of AGI Hype

Once upon a time, Silicon Valley was captivated by the promise of Artificial General Intelligence (AGI). In early 2024, OpenAI CEO Sam Altman confidently stated that his company had “AGI achieved internally.” This came after he previously claimed that AGI might be realized in 2025. His team even adopted the nickname “AGI Sherpas,” while former chief scientist Ilya Sutskever led researchers in chants of “Feel the AGI!” Microsoft, a major backer of OpenAI, published a paper in 2024 suggesting that GPT-4 exhibited “sparks of AGI.” Elon Musk founded xAI with the goal of building AGI, predicting it could arrive as early as 2025 or 2026. Demis Hassabis of DeepMind also claimed the world was “on the cusp” of AGI.

Meta’s CEO, Mark Zuckerberg, pledged to develop “full general intelligence” for future products. Dario Amodei of Anthropic, though skeptical of the term AGI, suggested powerful AI could emerge by 2027. Eric Schmidt, former Google CEO, predicted AGI would arrive within three to five years. However, the enthusiasm surrounding AGI has since waned, with a noticeable shift toward pragmatism over utopian visions.

A Shift in Focus

The AGI fever is now fading, marking a significant change in tone among tech leaders. At a CNBC appearance this summer, Altman dismissed AGI as “not a super-useful term.” In the New York Times, Schmidt urged Silicon Valley to focus on practical technology rather than chasing superhuman AI. AI pioneer Andrew Ng and U.S. AI czar David Sacks both called AGI “overhyped.”

The confusion around what AGI actually means contributes to its growing skepticism. While most agree that AGI stands for “artificial general intelligence,” definitions vary widely. Some see it as AI rivaling human brain complexity, while others define it as systems capable of performing any cognitive task a competent human can. OpenAI’s definition emphasizes autonomous systems that can outperform humans at economically valuable work.

The Reality of AGI

Despite the hype, progress in AI development has not met expectations. The rollout of OpenAI’s GPT-5 model in August 2024 was underwhelming, offering only incremental improvements rather than the breakthrough many anticipated. Shane Legg, who helped coin the term AGI, noted that GPT-5 lacks real understanding, continuous learning, and grounded experience.

Altman’s retreat from AGI language is particularly notable given the company’s founding mission. OpenAI was built on AGI hype, raising billions in capital and forming a partnership with Microsoft. A clause in their agreement restricts Microsoft’s access to future technology if OpenAI declares AGI achievement. Microsoft, having invested over $13 billion, reportedly wants to remove this clause and has even considered walking away from the deal.

A Healthy Vibe Shift

Many view the shift away from AGI rhetoric as a positive development. Shay Boloor, chief market strategist at Futurum Equities, called it “very healthy,” emphasizing that markets reward execution over vague narratives. Others argue that the focus is moving from a monolithic AGI fantasy to domain-specific “superintelligences.”

Daniel Saks of Landbase believes the future lies in decentralized, domain-specific models achieving superhuman performance in particular fields. Christopher Symons of Lirio argues that the AGI term is unhelpful, as it diverts resources from more concrete applications where AI can benefit society immediately.

Continued Debate and Concerns

While the AGI narrative is less prominent, the mission and phrase haven’t disappeared entirely. Executives at Anthropic and DeepMind still refer to themselves as “AGI-pilled,” though the term is debated. Some see it as belief in AGI’s imminent arrival, while others view it as the ongoing improvement of AI models.

Some critics argue that the hedging around AGI is concerning. Former OpenAI researcher Steven Adler warned that some companies aim to build systems smarter than humans, calling for serious attention to the risks. Max Tegmark of the Future of Life Institute accuses AI leaders of changing their tune to avoid regulation, comparing it to a cocaine salesman downplaying the drug’s effects.

The Future of AI

Whether referred to as AGI or another term, the hype may fade, but the real questions about AI’s trajectory remain. With so much at stake—money, jobs, security, and safety—the conversation about where this race leads is far from over.

The Rise of the Meat Bags

The Human Response to the AI Revolution

As artificial intelligence (AI) becomes increasingly integrated into our digital lives, a growing number of individuals and groups are seeking ways to push back against its dominance. This movement is not about rejecting technology entirely but rather about finding strategies to preserve human agency, creativity, and authenticity in an AI-driven world.

Cool AI's Jets

The rapid development of generative AI, including models like ChatGPT, has sparked a global race among tech companies. However, this pace of innovation was once tempered by a more cautious approach. In the past, startups and tech giants prioritized careful deployment of AI to mitigate potential harms. That changed with the release of ChatGPT in late 2022, which ignited a frenzy in the AI space. A 2023 proposal for a six-month pause in AI development to address existential risks received little real support, but some critics still hope for regulatory intervention or market shifts that could slow things down.

The "slow AI" movement, led by high-profile critics and ethics-focused designers, is one such response. It calls for a more deliberate approach to AI development, emphasizing long-term societal benefits over short-term gains.

Slow Ourselves Down

One of the core challenges of AI is its ability to speed up tasks, often at the expense of meaningful engagement. For those who value deep thinking and human connection, AI can feel overwhelming. Some individuals are turning to the "slow web" movement, which emphasizes quality over quantity. Instead of scrolling endlessly through social media, they are reading longer articles, engaging in physical activity, and taking time for rest.

Artists and writers like Jenny Odell and Kristoffer Tjalve have become inspirations for this approach. Their work encourages people to disconnect from the constant noise of digital life and focus on what truly matters.

Embrace Human-Made Media

The media landscape is also evolving in response to AI. As chatbots begin to dominate online content, there is a renewed emphasis on human voices. Email newsletters, podcasts, and independent publications are gaining traction as alternatives to AI-generated content. These platforms highlight the value of imperfection and personal insight.

Websites like Reddit and Wikipedia are also positioning themselves as bastions of human interaction. Reddit promotes itself as "the human internet," while Wikipedia relies on a meticulous process of human review to maintain its neutrality. In the age of AI, authenticity is becoming more important than ever, with many users now viewing AI-generated content as "slop."

Get "Spiky"

In a world dominated by AI, standing out requires a unique perspective. The concept of being "spiky" — acting unpredictably and choosing paths that deviate from AI's expected patterns — is gaining popularity. Students at AI-focused schools are embracing this idea, seeing it as essential for remaining relevant in an AI-driven future.

However, the term "spiky" can be ambiguous. While it may encourage originality and creativity, it can also lead to anti-social behavior or destructive actions. This duality highlights the need for thoughtful application of the concept.

Stay Offline

Another strategy for resisting AI's influence is to stay offline. Every human action, no matter how small, can become training data for AI models, leading to cycles of increasing weirdness in AI outputs. To avoid this, some creators are choosing to keep their ideas completely off the digital grid.

Robin Sloan, a well-known author and technologist, has been experimenting with AI for years but has recently shifted toward publishing his work in printed zines without online versions. His "Secret Playbook" offers advice for creators looking to counter AI's influence, including being stubborn and having fun — qualities that AI models cannot replicate.

The Bottom Line

While some view AI as a path to a utopian future, others see it as a threat to human values. The pushback against AI is not just about resistance but about finding ways to coexist with technology while preserving what makes us human. Whether through slowing down, embracing human-made media, or staying offline, these strategies offer a range of approaches for navigating the AI era.

The Rise of the Meat Bags

The Human Response to the AI Revolution

As artificial intelligence (AI) becomes increasingly integrated into our digital lives, a growing number of individuals and groups are seeking ways to push back against its dominance. This movement is not about rejecting technology entirely but rather about finding strategies to preserve human agency, creativity, and authenticity in an AI-driven world.

Cool AI's Jets

The rapid development of generative AI, including models like ChatGPT, has sparked a global race among tech companies. However, this pace of innovation was once tempered by a more cautious approach. In the past, startups and tech giants prioritized careful deployment of AI to mitigate potential harms. That changed with the release of ChatGPT in late 2022, which ignited a frenzy in the AI space. A 2023 proposal for a six-month pause in AI development to address existential risks received little real support, but some critics still hope for regulatory intervention or market shifts that could slow things down.

The "slow AI" movement, led by high-profile critics and ethics-focused designers, is one such response. It calls for a more deliberate approach to AI development, emphasizing long-term societal benefits over short-term gains.

Slow Ourselves Down

One of the core challenges of AI is its ability to speed up tasks, often at the expense of meaningful engagement. For those who value deep thinking and human connection, AI can feel overwhelming. Some individuals are turning to the "slow web" movement, which emphasizes quality over quantity. Instead of scrolling endlessly through social media, they are reading longer articles, engaging in physical activity, and taking time for rest.

Artists and writers like Jenny Odell and Kristoffer Tjalve have become inspirations for this approach. Their work encourages people to disconnect from the constant noise of digital life and focus on what truly matters.

Embrace Human-Made Media

The media landscape is also evolving in response to AI. As chatbots begin to dominate online content, there is a renewed emphasis on human voices. Email newsletters, podcasts, and independent publications are gaining traction as alternatives to AI-generated content. These platforms highlight the value of imperfection and personal insight.

Websites like Reddit and Wikipedia are also positioning themselves as bastions of human interaction. Reddit promotes itself as "the human internet," while Wikipedia relies on a meticulous process of human review to maintain its neutrality. In the age of AI, authenticity is becoming more important than ever, with many users now viewing AI-generated content as "slop."

Get "Spiky"

In a world dominated by AI, standing out requires a unique perspective. The concept of being "spiky" — acting unpredictably and choosing paths that deviate from AI's expected patterns — is gaining popularity. Students at AI-focused schools are embracing this idea, seeing it as essential for remaining relevant in an AI-driven future.

However, the term "spiky" can be ambiguous. While it may encourage originality and creativity, it can also lead to anti-social behavior or destructive actions. This duality highlights the need for thoughtful application of the concept.

Stay Offline

Another strategy for resisting AI's influence is to stay offline. Every human action, no matter how small, can become training data for AI models, leading to cycles of increasing weirdness in AI outputs. To avoid this, some creators are choosing to keep their ideas completely off the digital grid.

Robin Sloan, a well-known author and technologist, has been experimenting with AI for years but has recently shifted toward publishing his work in printed zines without online versions. His "Secret Playbook" offers advice for creators looking to counter AI's influence, including being stubborn and having fun — qualities that AI models cannot replicate.

The Bottom Line

While some view AI as a path to a utopian future, others see it as a threat to human values. The pushback against AI is not just about resistance but about finding ways to coexist with technology while preserving what makes us human. Whether through slowing down, embracing human-made media, or staying offline, these strategies offer a range of approaches for navigating the AI era.

Folding Hand Truck: A Household Essential for Just $35 at Walmart

A Practical Solution for Moving and Organizing

When it comes to moving or rearranging items within your home, having the right tools can make all the difference. One such tool that stands out is the Tntants Folding Hand Truck. Designed with both functionality and convenience in mind, this hand truck is a valuable addition to any household.

The Tntants Folding Hand Truck is currently available at a discounted price, making it an even more appealing choice for those looking to streamline their moving or organizing tasks. Originally priced at $70, it’s now available for just $35 at Walmart. This significant discount has caught the attention of many shoppers who have praised its performance and value.

Features That Make It Stand Out

Despite its compact size, the Tntants Folding Hand Truck is built to handle heavy loads. Weighing only about 8 pounds, it is surprisingly lightweight yet robust enough to carry up to 500 pounds. The platform measures approximately 17 inches long and 12.5 inches wide, but it can expand to a maximum length of 22 inches, offering greater flexibility for different tasks.

One of the standout features of this hand truck is its six-wheel design. Four of these wheels are capable of rotating 360 degrees, allowing for smooth and easy maneuverability. Whether you're navigating tight spaces or moving large items, the wheels provide excellent control and stability.

The hand truck also includes a durable stainless steel telescopic handle that can be adjusted to suit individual preferences. The handle can be extended from 14.4 inches to 33.7 inches in height, making it comfortable for users of various heights.

To ensure that heavy items remain secure during transport, the hand truck comes equipped with three elastic ropes featuring hooks. These ropes help keep your load in place, adding an extra layer of safety and convenience.

User Feedback and Satisfaction

Shoppers who have purchased the Tntants Folding Hand Truck have shared positive experiences, highlighting its quality and versatility. One reviewer noted, “It has exceeded my expectations. It’s very well-built and strong enough to carry heavy boxes, luggage, and even small furniture pieces without any problems.” They also appreciated how the hand truck folds down, making it easy to store in a car trunk or a small space.

Another user shared, “Whether I’m moving heavy plant pots, hauling groceries from the car to the house, or even shifting furniture and boxes around, this hand truck handles it all with ease.” They praised the six wheels for their smooth maneuverability and the folding design for its convenience when not in use.

A third reviewer stated, “This cart is much more solid than I expected. The handle is easy to use, and the wheels operate well. It’s also easy to carry when not in use. I’m completely satisfied.”

Why Invest in This Hand Truck?

With a 50% discount available for a limited time, the Tntants Folding Hand Truck offers an excellent opportunity to upgrade your moving and organizing tools. Its combination of durability, ease of use, and convenient storage makes it a practical investment for any home.

Whether you're preparing for a move, tackling daily chores, or simply looking for a reliable way to transport items around your house, this hand truck is designed to meet your needs. Don’t miss out on this great deal — consider adding the Tntants Folding Hand Truck to your collection today.

Folding Hand Truck: A Household Essential for Just $35 at Walmart

A Practical Solution for Moving and Organizing

When it comes to moving or rearranging items within your home, having the right tools can make all the difference. One such tool that stands out is the Tntants Folding Hand Truck. Designed with both functionality and convenience in mind, this hand truck is a valuable addition to any household.

The Tntants Folding Hand Truck is currently available at a discounted price, making it an even more appealing choice for those looking to streamline their moving or organizing tasks. Originally priced at $70, it’s now available for just $35 at Walmart. This significant discount has caught the attention of many shoppers who have praised its performance and value.

Features That Make It Stand Out

Despite its compact size, the Tntants Folding Hand Truck is built to handle heavy loads. Weighing only about 8 pounds, it is surprisingly lightweight yet robust enough to carry up to 500 pounds. The platform measures approximately 17 inches long and 12.5 inches wide, but it can expand to a maximum length of 22 inches, offering greater flexibility for different tasks.

One of the standout features of this hand truck is its six-wheel design. Four of these wheels are capable of rotating 360 degrees, allowing for smooth and easy maneuverability. Whether you're navigating tight spaces or moving large items, the wheels provide excellent control and stability.

The hand truck also includes a durable stainless steel telescopic handle that can be adjusted to suit individual preferences. The handle can be extended from 14.4 inches to 33.7 inches in height, making it comfortable for users of various heights.

To ensure that heavy items remain secure during transport, the hand truck comes equipped with three elastic ropes featuring hooks. These ropes help keep your load in place, adding an extra layer of safety and convenience.

User Feedback and Satisfaction

Shoppers who have purchased the Tntants Folding Hand Truck have shared positive experiences, highlighting its quality and versatility. One reviewer noted, “It has exceeded my expectations. It’s very well-built and strong enough to carry heavy boxes, luggage, and even small furniture pieces without any problems.” They also appreciated how the hand truck folds down, making it easy to store in a car trunk or a small space.

Another user shared, “Whether I’m moving heavy plant pots, hauling groceries from the car to the house, or even shifting furniture and boxes around, this hand truck handles it all with ease.” They praised the six wheels for their smooth maneuverability and the folding design for its convenience when not in use.

A third reviewer stated, “This cart is much more solid than I expected. The handle is easy to use, and the wheels operate well. It’s also easy to carry when not in use. I’m completely satisfied.”

Why Invest in This Hand Truck?

With a 50% discount available for a limited time, the Tntants Folding Hand Truck offers an excellent opportunity to upgrade your moving and organizing tools. Its combination of durability, ease of use, and convenient storage makes it a practical investment for any home.

Whether you're preparing for a move, tackling daily chores, or simply looking for a reliable way to transport items around your house, this hand truck is designed to meet your needs. Don’t miss out on this great deal — consider adding the Tntants Folding Hand Truck to your collection today.

Protecting Trust: Stopping Chatbots From Being Mistaken for Friends

The Need for New Protections in AI Services

Artificial intelligence (AI) has become an integral part of daily life, with chatbots and virtual assistants offering support, entertainment, and even emotional connection. However, a growing concern is that users may be misled into believing these AI systems are genuine human companions. This issue has prompted experts to call for stronger safeguards to prevent manipulation and ensure responsible development.

Alexander Laffer, a lecturer in media and communications at the University of Winchester, has raised alarms about the potential dangers of AI. He emphasizes that while AI systems are designed to respond to human emotions, they lack the capacity for true empathy. As a result, users—especially vulnerable individuals such as children or those with mental health conditions—may become overly reliant on these digital entities, putting them at risk of being manipulated.

Laffer warns that chatbots should enhance social interactions rather than replace them. He points to cases where people have formed strong emotional bonds with AI, leading to troubling outcomes. One notable example involved Jaswant Singh Chail, who climbed into the grounds of Windsor Castle in 2021 armed with a crossbow after discussing plans for an attack with a chatbot named Sarai. This case highlights how AI can be used to encourage harmful behavior if not properly regulated.

Another alarming incident involved a 14-year-old boy who allegedly took his own life after becoming dependent on role-playing with an AI “character.” A lawsuit was filed in the United States by The Social Media Victims Law Centre and the Tech Justice Law Project against Character.AI, its co-founders, and Google on behalf of the boy’s parent. These incidents underscore the urgent need for ethical guidelines and protective measures.

Laffer, who co-authored the study On Manipulation By Emotional AI: UK Adults’ Views And Governance Implications published by Frontiers of Sociology, stresses that AI cannot feel or care. He argues that education must play a key role in making people more AI-literate, but developers also have a responsibility to protect users. He suggests several measures, including:

• Ensuring AI is designed to benefit the user, not just maintain engagement.
• Using disclaimers on every chat to remind users that the AI companion is not a real person.
• Sending notifications when a user has spent too long interacting with a chatbot.
• Implementing age ratings for AI companions.
• Avoiding deeply emotional or romantic responses from AI systems.

In addition to these recommendations, Laffer is working with Project AEGIS (Automating Empathy–Globalising International Standards) to raise awareness about the risks of AI. The group has also collaborated with the Institute of Electrical and Electronics Engineers (IEEE) to draft global ethical standards for AI. A new video produced by Project AEGIS aims to highlight these issues and promote a more responsible approach to AI development.

As AI continues to evolve, it is crucial to strike a balance between innovation and safety. While the technology offers many benefits, it also poses significant challenges that require careful consideration. By implementing clear guidelines and fostering public awareness, society can better navigate the complexities of AI and ensure it serves as a positive force in people's lives.

Protecting Trust: Stopping Chatbots From Being Mistaken for Friends

The Need for New Protections in AI Services

Artificial intelligence (AI) has become an integral part of daily life, with chatbots and virtual assistants offering support, entertainment, and even emotional connection. However, a growing concern is that users may be misled into believing these AI systems are genuine human companions. This issue has prompted experts to call for stronger safeguards to prevent manipulation and ensure responsible development.

Alexander Laffer, a lecturer in media and communications at the University of Winchester, has raised alarms about the potential dangers of AI. He emphasizes that while AI systems are designed to respond to human emotions, they lack the capacity for true empathy. As a result, users—especially vulnerable individuals such as children or those with mental health conditions—may become overly reliant on these digital entities, putting them at risk of being manipulated.

Laffer warns that chatbots should enhance social interactions rather than replace them. He points to cases where people have formed strong emotional bonds with AI, leading to troubling outcomes. One notable example involved Jaswant Singh Chail, who climbed into the grounds of Windsor Castle in 2021 armed with a crossbow after discussing plans for an attack with a chatbot named Sarai. This case highlights how AI can be used to encourage harmful behavior if not properly regulated.

Another alarming incident involved a 14-year-old boy who allegedly took his own life after becoming dependent on role-playing with an AI “character.” A lawsuit was filed in the United States by The Social Media Victims Law Centre and the Tech Justice Law Project against Character.AI, its co-founders, and Google on behalf of the boy’s parent. These incidents underscore the urgent need for ethical guidelines and protective measures.

Laffer, who co-authored the study On Manipulation By Emotional AI: UK Adults’ Views And Governance Implications published by Frontiers of Sociology, stresses that AI cannot feel or care. He argues that education must play a key role in making people more AI-literate, but developers also have a responsibility to protect users. He suggests several measures, including:

• Ensuring AI is designed to benefit the user, not just maintain engagement.
• Using disclaimers on every chat to remind users that the AI companion is not a real person.
• Sending notifications when a user has spent too long interacting with a chatbot.
• Implementing age ratings for AI companions.
• Avoiding deeply emotional or romantic responses from AI systems.

In addition to these recommendations, Laffer is working with Project AEGIS (Automating Empathy–Globalising International Standards) to raise awareness about the risks of AI. The group has also collaborated with the Institute of Electrical and Electronics Engineers (IEEE) to draft global ethical standards for AI. A new video produced by Project AEGIS aims to highlight these issues and promote a more responsible approach to AI development.

As AI continues to evolve, it is crucial to strike a balance between innovation and safety. While the technology offers many benefits, it also poses significant challenges that require careful consideration. By implementing clear guidelines and fostering public awareness, society can better navigate the complexities of AI and ensure it serves as a positive force in people's lives.

Scientists Achieve Major Breakthrough for EV Drivers: 'Critical'

Innovations in Electric Vehicle Battery Monitoring

Electric vehicle (EV) road trips can be a delightful experience, but nothing is more frustrating than a faulty charge gauge that leaves you stranded. This issue has been a significant challenge for EV owners and manufacturers alike, as precise battery monitoring is crucial for reliable range estimation. However, a breakthrough from China may soon change the game.

According to recent research published by EurekAlert!, experts from the Huaiyin Institute of Technology have developed a novel approach to improve the accuracy of state-of-charge (SOC) monitors in electric vehicles. Their solution involves using gas-liquid dynamics combined with an advanced filtering algorithm known as the Kalman filter. This innovative method addresses the dynamic nature of battery behavior, which has long been a hurdle in achieving accurate SOC measurements.

The team's research highlights four key improvements that could revolutionize EV battery monitoring:

1. High Precision: The error rate of their monitor is just 1.6%, which is critical for ensuring reliable range estimates.
2. Quick Correction: The device can correct significant errors in just five seconds, compared to other gauges that take around 100 seconds.
3. Long-Term Accuracy: Even as batteries age, the monitor maintains its accuracy, resulting in only a 2.5% error rate when the battery pack drops to 60% of its original capacity.
4. Stability with Sparse Data: The technology demonstrates exceptional stability even with limited data input.

This breakthrough not only enhances the accuracy of battery monitoring but also has the potential to increase fast-charging capabilities and promote better battery health. By improving the reliability of the charge gauge, this innovation could reduce "range anxiety" among drivers and encourage more people to switch to cleaner, more sustainable transportation options.

Moreover, the technology is designed to be compatible with emerging battery chemistries, making it a universal solution for future EVs. This adaptability ensures that the device remains relevant as battery technology continues to evolve.

Benefits of Electric Vehicles

EVs are already proving to be reliable and cleaner alternatives to traditional gasoline-powered vehicles. According to the U.S. Department of Energy, model year 2024 EVs set a median range record of 283 miles, surpassing the average American commute. For reference, Kelley Blue Book reports that most people travel less than 40 miles daily. Some models can even achieve far greater distances than the median.

Additionally, advancements in charging technology are making EVs even more appealing. Batteries capable of charging in under five minutes are currently in development, promising even greater convenience for drivers.

The financial benefits of owning an EV are also significant. Motorists can save about $1,500 annually on gas and maintenance costs while preventing thousands of pounds of harmful tailpipe emissions. Harvard research published in 2021 found that reduced exhaust emissions are linked to fewer air-pollution-related deaths, highlighting the broader public health benefits of transitioning to electric vehicles.

Sustainability and Incentives

For those looking to further enhance the sustainability of their EVs, home-based solar energy can be a valuable addition. Using free solar energy to charge vehicles not only reduces reliance on the grid but also lowers overall energy costs.

Tax breaks for both EVs and solar panels are set to expire on September 30 and December 31, respectively. These incentives can save thousands of dollars for consumers investing in eco-friendly technologies. EnergySage is a trusted resource for home solar quotes, professional installer referrals, and advice to help maximize savings on panel installation.

Challenges and Future Outlook

Despite the promising developments, there are still challenges to overcome before improved Chinese EV technology becomes widely available in the United States. Tariffs imposed across multiple administrations have limited the availability of Chinese EVs and related products. These measures aim to support the growth of a domestic supply chain for key electronic components and protect American automakers from competition with cheaper imports.

Nonetheless, the findings from the Huaiyin Institute of Technology demonstrate the potential benefits of improved state-of-charge monitors for battery and EV manufacturers. As the technology matures, it could play a crucial role in accelerating the transition to sustainable transportation and energy systems.

By addressing the challenges of battery monitoring, this innovation brings us one step closer to a future where electric vehicles are not only efficient but also highly reliable and accessible to all.

Scientists Achieve Major Breakthrough for EV Drivers: 'Critical'

Innovations in Electric Vehicle Battery Monitoring

Electric vehicle (EV) road trips can be a delightful experience, but nothing is more frustrating than a faulty charge gauge that leaves you stranded. This issue has been a significant challenge for EV owners and manufacturers alike, as precise battery monitoring is crucial for reliable range estimation. However, a breakthrough from China may soon change the game.

According to recent research published by EurekAlert!, experts from the Huaiyin Institute of Technology have developed a novel approach to improve the accuracy of state-of-charge (SOC) monitors in electric vehicles. Their solution involves using gas-liquid dynamics combined with an advanced filtering algorithm known as the Kalman filter. This innovative method addresses the dynamic nature of battery behavior, which has long been a hurdle in achieving accurate SOC measurements.

The team's research highlights four key improvements that could revolutionize EV battery monitoring:

1. High Precision: The error rate of their monitor is just 1.6%, which is critical for ensuring reliable range estimates.
2. Quick Correction: The device can correct significant errors in just five seconds, compared to other gauges that take around 100 seconds.
3. Long-Term Accuracy: Even as batteries age, the monitor maintains its accuracy, resulting in only a 2.5% error rate when the battery pack drops to 60% of its original capacity.
4. Stability with Sparse Data: The technology demonstrates exceptional stability even with limited data input.

This breakthrough not only enhances the accuracy of battery monitoring but also has the potential to increase fast-charging capabilities and promote better battery health. By improving the reliability of the charge gauge, this innovation could reduce "range anxiety" among drivers and encourage more people to switch to cleaner, more sustainable transportation options.

Moreover, the technology is designed to be compatible with emerging battery chemistries, making it a universal solution for future EVs. This adaptability ensures that the device remains relevant as battery technology continues to evolve.

Benefits of Electric Vehicles

EVs are already proving to be reliable and cleaner alternatives to traditional gasoline-powered vehicles. According to the U.S. Department of Energy, model year 2024 EVs set a median range record of 283 miles, surpassing the average American commute. For reference, Kelley Blue Book reports that most people travel less than 40 miles daily. Some models can even achieve far greater distances than the median.

Additionally, advancements in charging technology are making EVs even more appealing. Batteries capable of charging in under five minutes are currently in development, promising even greater convenience for drivers.

The financial benefits of owning an EV are also significant. Motorists can save about $1,500 annually on gas and maintenance costs while preventing thousands of pounds of harmful tailpipe emissions. Harvard research published in 2021 found that reduced exhaust emissions are linked to fewer air-pollution-related deaths, highlighting the broader public health benefits of transitioning to electric vehicles.

Sustainability and Incentives

For those looking to further enhance the sustainability of their EVs, home-based solar energy can be a valuable addition. Using free solar energy to charge vehicles not only reduces reliance on the grid but also lowers overall energy costs.

Tax breaks for both EVs and solar panels are set to expire on September 30 and December 31, respectively. These incentives can save thousands of dollars for consumers investing in eco-friendly technologies. EnergySage is a trusted resource for home solar quotes, professional installer referrals, and advice to help maximize savings on panel installation.

Challenges and Future Outlook

Despite the promising developments, there are still challenges to overcome before improved Chinese EV technology becomes widely available in the United States. Tariffs imposed across multiple administrations have limited the availability of Chinese EVs and related products. These measures aim to support the growth of a domestic supply chain for key electronic components and protect American automakers from competition with cheaper imports.

Nonetheless, the findings from the Huaiyin Institute of Technology demonstrate the potential benefits of improved state-of-charge monitors for battery and EV manufacturers. As the technology matures, it could play a crucial role in accelerating the transition to sustainable transportation and energy systems.

By addressing the challenges of battery monitoring, this innovation brings us one step closer to a future where electric vehicles are not only efficient but also highly reliable and accessible to all.

Video: Japan Tests Massive Robot Hand on Excavator to Clear Earthquake Debris

A Revolutionary Robotic Hand for Disaster Response

In a groundbreaking development, researchers from Japan and Switzerland have unveiled a giant robotic hand that has the potential to revolutionize how communities prepare for and respond to natural disasters. This innovative machine is the result of a collaborative effort between Kumagai Gumi, Tsukuba University, Nara Institute of Science and Technology, and ETH Zurich. The project, known as CAFE (Collaborative AI Field Robot Everywhere), is funded by Japan’s Cabinet Office and the Japan Science and Technology Agency.

The initiative has been in development for five years and is designed to bring enhanced safety and precision to disaster zones, which are often filled with unstable debris, flooded areas, and collapsed cliffs. The robotic hand stands out due to its ability to adapt its grip to different objects, making it an essential tool in chaotic environments.

Advanced Robotics and Artificial Intelligence

Developed with expertise from ETH Zurich’s soft robotics research, the robotic hand is engineered to handle both fragile and heavy objects with equal skill. This is achieved using pneumatic actuators, which function like air-powered muscles. These actuators allow the hand to adjust its grip based on the object's characteristics.

Sensors embedded in the fingertips and palm provide real-time data to the system, enabling the hand to determine how tightly or gently to hold an object. During a demonstration in Tsukuba, the hand successfully picked up soft foam blocks and jagged metal pieces without causing any damage or losing control. It could instantly switch from a delicate grip to a firm hold, showcasing its versatility in handling unpredictable disaster debris.

The hand is also built to withstand demanding environments such as eroded riverbeds or blocked valleys. With a weight limit of 3 tons, the apparatus can be deployed into areas where traditional heavy equipment cannot reach. This mobility offers a safer and more effective option for clearing obstacles in remote or hazardous terrain.

AI-Driven Excavation for Natural Dams

One of the primary challenges the CAFE project aims to address is the formation of natural dams. When landslides caused by earthquakes or heavy rainfall block rivers, entire communities face significant flooding risks. Traditionally, workers had to manually dig channels or set up pumps in dangerous conditions, as seen after the Niigata-Chuetsu earthquake in 2004.

The CAFE team’s solution involves combining the robotic hand with an AI-driven excavation system. Researchers at Nara Institute of Science and Technology developed this software using Sim-to-Real reinforcement learning. The AI first trains in digital simulations, learning to dig, identify obstacles, and adjust actions. Once tested, it applies those skills in real-world disaster environments.

Instead of following fixed commands, the system learns and adapts in real time. It decides how deep to dig, how much pressure to apply, and how to remove hidden objects without destabilizing the environment. This adaptive approach is crucial when working in unpredictable conditions where traditional machinery or human labor would be unsafe.

From Controlled Tests to Real-World Deployment

The August 2025 demonstration in Tsukuba showcased the project at Technology Readiness Level (TRL) 4, proving that the robotic hand and AI could function in a controlled environment. The next goal is TRL 5, which means demonstrating that the system can operate under more realistic conditions. By November 2025, the team aims to be ready for real-world testing and eventual deployment.

The collaboration brings together strengths from multiple fields. Kumagai Gumi provides practical expertise in construction and heavy equipment, while ETH Zurich contributes advanced robotics design, particularly in soft robotics. Tsukuba University and Nara Institute of Science and Technology focus on integrating artificial intelligence, making the system an autonomous problem-solver rather than just a tool.

If successful, the robotic hand could become a vital component of disaster management strategies worldwide. From clearing blocked rivers to carefully removing debris after earthquakes, the machine is designed to reduce risks to human workers and speed up recovery operations. Its potential impact on global disaster response efforts is significant, offering a safer and more efficient way to tackle the challenges posed by natural disasters.

Video: Japan Tests Massive Robot Hand on Excavator to Clear Earthquake Debris

A Revolutionary Robotic Hand for Disaster Response

In a groundbreaking development, researchers from Japan and Switzerland have unveiled a giant robotic hand that has the potential to revolutionize how communities prepare for and respond to natural disasters. This innovative machine is the result of a collaborative effort between Kumagai Gumi, Tsukuba University, Nara Institute of Science and Technology, and ETH Zurich. The project, known as CAFE (Collaborative AI Field Robot Everywhere), is funded by Japan’s Cabinet Office and the Japan Science and Technology Agency.

The initiative has been in development for five years and is designed to bring enhanced safety and precision to disaster zones, which are often filled with unstable debris, flooded areas, and collapsed cliffs. The robotic hand stands out due to its ability to adapt its grip to different objects, making it an essential tool in chaotic environments.

Advanced Robotics and Artificial Intelligence

Developed with expertise from ETH Zurich’s soft robotics research, the robotic hand is engineered to handle both fragile and heavy objects with equal skill. This is achieved using pneumatic actuators, which function like air-powered muscles. These actuators allow the hand to adjust its grip based on the object's characteristics.

Sensors embedded in the fingertips and palm provide real-time data to the system, enabling the hand to determine how tightly or gently to hold an object. During a demonstration in Tsukuba, the hand successfully picked up soft foam blocks and jagged metal pieces without causing any damage or losing control. It could instantly switch from a delicate grip to a firm hold, showcasing its versatility in handling unpredictable disaster debris.

The hand is also built to withstand demanding environments such as eroded riverbeds or blocked valleys. With a weight limit of 3 tons, the apparatus can be deployed into areas where traditional heavy equipment cannot reach. This mobility offers a safer and more effective option for clearing obstacles in remote or hazardous terrain.

AI-Driven Excavation for Natural Dams

One of the primary challenges the CAFE project aims to address is the formation of natural dams. When landslides caused by earthquakes or heavy rainfall block rivers, entire communities face significant flooding risks. Traditionally, workers had to manually dig channels or set up pumps in dangerous conditions, as seen after the Niigata-Chuetsu earthquake in 2004.

The CAFE team’s solution involves combining the robotic hand with an AI-driven excavation system. Researchers at Nara Institute of Science and Technology developed this software using Sim-to-Real reinforcement learning. The AI first trains in digital simulations, learning to dig, identify obstacles, and adjust actions. Once tested, it applies those skills in real-world disaster environments.

Instead of following fixed commands, the system learns and adapts in real time. It decides how deep to dig, how much pressure to apply, and how to remove hidden objects without destabilizing the environment. This adaptive approach is crucial when working in unpredictable conditions where traditional machinery or human labor would be unsafe.

From Controlled Tests to Real-World Deployment

The August 2025 demonstration in Tsukuba showcased the project at Technology Readiness Level (TRL) 4, proving that the robotic hand and AI could function in a controlled environment. The next goal is TRL 5, which means demonstrating that the system can operate under more realistic conditions. By November 2025, the team aims to be ready for real-world testing and eventual deployment.

The collaboration brings together strengths from multiple fields. Kumagai Gumi provides practical expertise in construction and heavy equipment, while ETH Zurich contributes advanced robotics design, particularly in soft robotics. Tsukuba University and Nara Institute of Science and Technology focus on integrating artificial intelligence, making the system an autonomous problem-solver rather than just a tool.

If successful, the robotic hand could become a vital component of disaster management strategies worldwide. From clearing blocked rivers to carefully removing debris after earthquakes, the machine is designed to reduce risks to human workers and speed up recovery operations. Its potential impact on global disaster response efforts is significant, offering a safer and more efficient way to tackle the challenges posed by natural disasters.

5 Surprising Uses for Old Android Tablets

Exploring New Uses for Your Old Android Tablet

Android tablets offer a variety of options, from budget-friendly models perfect for media consumption to high-end devices ideal for gaming and productivity. However, one of the main drawbacks is that most Android tablets don't receive long-term software support. After two or three years, they often stop getting OS updates, which can make newer apps incompatible. Additionally, many people already own smartphones or laptops that can perform similar tasks, leading to Android tablets becoming less popular over time.

Despite this, your old Android tablet isn’t necessarily useless just because it’s outdated. There are numerous ways to repurpose it for different activities beyond watching YouTube or scrolling through social media. If you’ve been keeping your tablet in a drawer, now might be the perfect time to bring it back into use. And if cleaning out that drawer uncovered other old electronics, consider exploring creative upcycling ideas.

Use It As A Portable Xbox Gaming Console

Xbox has embraced the idea that everything can be an Xbox, and your Android tablet is no exception. You don’t need the latest model to play Xbox games on your tablet. Any tablet with Bluetooth 4.0 and Android 12.0 or later should work. To stream games, you’ll need Wi-Fi speeds of at least 7 Mbps on a 5 GHz network.

While the Xbox Game Pass app once allowed cloud gaming on Android, that feature has been discontinued. Instead, you can access Xbox games via a browser by visiting Xbox.com/play. To stream games, you'll need an active Xbox Game Pass Ultimate subscription, which costs $19.99. However, there's talk of a free ad-supported tier being introduced soon.

Not all games come with touch controls, so using an Xbox Wireless controller is recommended. Other Bluetooth controllers, like Sony’s DualShock 4, will also work well with your tablet.

Turn Your Tablet Into An Emulation Device For Retro Gaming

If you're a fan of classic games, your Android tablet can serve as a retro gaming device. Rather than streaming, you can download RetroArch, one of the best retro game emulators available. This app supports dozens of consoles, from the Atari 2600 to the PlayStation 2.

The performance of RetroArch depends on your tablet’s specifications, but most models can handle less graphically intensive games like SNES, Genesis, and Game Boy Advance titles. While there is a learning curve, there’s a strong community online to help with any questions. When using RetroArch, adjusting settings can improve stability, and you can switch between cores to emulate different systems.

It's important to note that emulating games is not illegal, but downloading pirated ROMs is. The ethical approach is to create ROM files from games you already own.

Transform It Into A Manga Library For Hours Of Reading

Manga has never been more popular, and if you’re looking to catch up, your Android tablet can be a great tool. The Shonen Jump app offers hundreds of manga series for $3.99, including titles like "Sakamoto Days," which was adapted into an anime that appeals to fans of "John Wick."

The free version allows you to read the latest chapters, while the paid version unlocks over 20,000 chapters and lets you download them for offline reading. If subscriptions aren’t your thing, apps like CDisplayEX Comic Reader Lite let you read digital manga files. The free version includes features like page flipping, while the paid version removes ads and adds dark mode.

Make Your Old Android Tablet Into A Teleprompter Screen

For content creators, a teleprompter can be a game-changer. If you only have a tablet, apps like Teleprompter.com offer voice-activated scrolling to help you deliver lines smoothly. You’ll need a tripod or mount to secure the tablet near your camera.

For better results, consider purchasing a dedicated teleprompter like the Neewer C12 model. It features a reflective display and camera hood, allowing you to view your script while looking directly into the lens. The Neewer app also includes a mirror mode and remote control for manual scrolling and adjustments.

Repurpose It As A Video Editing Workstation

Video editing doesn’t always require a powerful computer. Apps like CapCut, InShot, and LumaFusion allow you to create quality content on your Android tablet. These affordable apps are great for TikTok and YouTube videos.

CapCut and InShot offer free versions with features suitable for short-form content, while LumaFusion provides a more professional editing experience. At $29.99, it includes multi-track timelines, transitions, and effects, making it a solid choice for mobile video editing.

By finding new uses for your old Android tablet, you can extend its lifespan and enjoy a range of activities without needing to buy a new device.

5 Surprising Uses for Old Android Tablets

Exploring New Uses for Your Old Android Tablet

Android tablets offer a variety of options, from budget-friendly models perfect for media consumption to high-end devices ideal for gaming and productivity. However, one of the main drawbacks is that most Android tablets don't receive long-term software support. After two or three years, they often stop getting OS updates, which can make newer apps incompatible. Additionally, many people already own smartphones or laptops that can perform similar tasks, leading to Android tablets becoming less popular over time.

Despite this, your old Android tablet isn’t necessarily useless just because it’s outdated. There are numerous ways to repurpose it for different activities beyond watching YouTube or scrolling through social media. If you’ve been keeping your tablet in a drawer, now might be the perfect time to bring it back into use. And if cleaning out that drawer uncovered other old electronics, consider exploring creative upcycling ideas.

Use It As A Portable Xbox Gaming Console

Xbox has embraced the idea that everything can be an Xbox, and your Android tablet is no exception. You don’t need the latest model to play Xbox games on your tablet. Any tablet with Bluetooth 4.0 and Android 12.0 or later should work. To stream games, you’ll need Wi-Fi speeds of at least 7 Mbps on a 5 GHz network.

While the Xbox Game Pass app once allowed cloud gaming on Android, that feature has been discontinued. Instead, you can access Xbox games via a browser by visiting Xbox.com/play. To stream games, you'll need an active Xbox Game Pass Ultimate subscription, which costs $19.99. However, there's talk of a free ad-supported tier being introduced soon.

Not all games come with touch controls, so using an Xbox Wireless controller is recommended. Other Bluetooth controllers, like Sony’s DualShock 4, will also work well with your tablet.

Turn Your Tablet Into An Emulation Device For Retro Gaming

If you're a fan of classic games, your Android tablet can serve as a retro gaming device. Rather than streaming, you can download RetroArch, one of the best retro game emulators available. This app supports dozens of consoles, from the Atari 2600 to the PlayStation 2.

The performance of RetroArch depends on your tablet’s specifications, but most models can handle less graphically intensive games like SNES, Genesis, and Game Boy Advance titles. While there is a learning curve, there’s a strong community online to help with any questions. When using RetroArch, adjusting settings can improve stability, and you can switch between cores to emulate different systems.

It's important to note that emulating games is not illegal, but downloading pirated ROMs is. The ethical approach is to create ROM files from games you already own.

Transform It Into A Manga Library For Hours Of Reading

Manga has never been more popular, and if you’re looking to catch up, your Android tablet can be a great tool. The Shonen Jump app offers hundreds of manga series for $3.99, including titles like "Sakamoto Days," which was adapted into an anime that appeals to fans of "John Wick."

The free version allows you to read the latest chapters, while the paid version unlocks over 20,000 chapters and lets you download them for offline reading. If subscriptions aren’t your thing, apps like CDisplayEX Comic Reader Lite let you read digital manga files. The free version includes features like page flipping, while the paid version removes ads and adds dark mode.

Make Your Old Android Tablet Into A Teleprompter Screen

For content creators, a teleprompter can be a game-changer. If you only have a tablet, apps like Teleprompter.com offer voice-activated scrolling to help you deliver lines smoothly. You’ll need a tripod or mount to secure the tablet near your camera.

For better results, consider purchasing a dedicated teleprompter like the Neewer C12 model. It features a reflective display and camera hood, allowing you to view your script while looking directly into the lens. The Neewer app also includes a mirror mode and remote control for manual scrolling and adjustments.

Repurpose It As A Video Editing Workstation

Video editing doesn’t always require a powerful computer. Apps like CapCut, InShot, and LumaFusion allow you to create quality content on your Android tablet. These affordable apps are great for TikTok and YouTube videos.

CapCut and InShot offer free versions with features suitable for short-form content, while LumaFusion provides a more professional editing experience. At $29.99, it includes multi-track timelines, transitions, and effects, making it a solid choice for mobile video editing.

By finding new uses for your old Android tablet, you can extend its lifespan and enjoy a range of activities without needing to buy a new device.

A Harvard Professor Warns: AI 'Evangelism' Threatens Student Careers

The Debate Over AI in Education

The integration of artificial intelligence (AI) into classrooms has sparked a heated debate among educators, students, and parents. While some see AI as a tool to enhance learning, others argue that it may be doing more harm than good. Alex Green, a professor at Harvard's Kennedy School, is one of the critics who believe that overreliance on AI could undermine essential communication skills and hinder student development.

Green shared a scenario where a student spent an entire semester working on a 20-page paper, only to receive a mediocre grade with vague feedback. The student later discovered that their essay was graded by an AI system, raising concerns about the authenticity of academic work. This situation highlights a growing fear that AI is being used in ways that may not align with educational goals.

Concerns About Communication Skills

Green emphasized that while AI has its place in education, it should not replace the role of teachers. He pointed out that AI can lead to a loss of fundamental communication skills such as reasoning and critical thinking. For students pursuing careers in fields like communications, relying too heavily on AI could negatively impact their future job prospects.

He also mentioned that some employers are now requiring candidates to share their screens during writing tests to ensure they are not using AI. This trend raises questions about how much trust is placed in students' abilities when AI tools are readily available.

The Role of Teachers

Despite his concerns, Green is not entirely against AI. He uses it for his research and allows limited use in his classroom. However, he stresses that AI should not replace the human element of teaching. "Why would you take all of that sacrifice and dedication and give that over to a machine?" he asked, highlighting the value of a teacher’s presence and expertise.

Green criticized the approach of many AI initiatives that focus on making learning as easy as possible. He argued that this mindset undermines the importance of struggling with complex ideas and developing deep understanding. Instead of making everything seamless, education should encourage students to engage with challenging material and think critically.

AI in Educational Institutions

Efforts to incorporate AI into education have been ongoing for years. Organizations like Khan Academy have started using AI to personalize learning experiences for students. However, not all initiatives have been successful. AltSchool, backed by tech billionaires, shut down after failing to deliver effective education through technology-based methods.

Green acknowledged that there is a place for AI in education but stressed the need for proper training and guidelines. He called for intensive training for faculty to understand the risks associated with AI and suggested restrictions on how it is used, especially in grading and communication.

The Future of AI in Education

Some colleges are taking AI seriously. California State University recently announced plans to become the nation's first and largest AI-empowered university system through public-private partnerships. This initiative includes offering all students and faculty access to AI tools like ChatGPT.

On the federal level, the Trump administration is establishing a task force to promote AI in K-12 classrooms and explore funding opportunities for AI initiatives. However, critics warn that the US should proceed with caution. South Korea recently rolled back its plan to introduce AI textbooks due to concerns from parents and teachers about the lack of preparation for using the technology effectively.

Green urged institutions to prioritize training and responsible use of AI. He emphasized the need for committed educators who can guide students in using AI judiciously rather than promoting it as a quick fix. "We could really end up with some incredible amounts of junk here, and at the expense of our young people actually learning skills that you do need in the real world," he said.

As AI continues to shape the future of education, it is crucial to strike a balance between innovation and maintaining the core values of learning. The goal should be to equip students with the skills they need to succeed in the real world, not just rely on technology to do the work for them.

A Harvard Professor Warns: AI 'Evangelism' Threatens Student Careers

The Debate Over AI in Education

The integration of artificial intelligence (AI) into classrooms has sparked a heated debate among educators, students, and parents. While some see AI as a tool to enhance learning, others argue that it may be doing more harm than good. Alex Green, a professor at Harvard's Kennedy School, is one of the critics who believe that overreliance on AI could undermine essential communication skills and hinder student development.

Green shared a scenario where a student spent an entire semester working on a 20-page paper, only to receive a mediocre grade with vague feedback. The student later discovered that their essay was graded by an AI system, raising concerns about the authenticity of academic work. This situation highlights a growing fear that AI is being used in ways that may not align with educational goals.

Concerns About Communication Skills

Green emphasized that while AI has its place in education, it should not replace the role of teachers. He pointed out that AI can lead to a loss of fundamental communication skills such as reasoning and critical thinking. For students pursuing careers in fields like communications, relying too heavily on AI could negatively impact their future job prospects.

He also mentioned that some employers are now requiring candidates to share their screens during writing tests to ensure they are not using AI. This trend raises questions about how much trust is placed in students' abilities when AI tools are readily available.

The Role of Teachers

Despite his concerns, Green is not entirely against AI. He uses it for his research and allows limited use in his classroom. However, he stresses that AI should not replace the human element of teaching. "Why would you take all of that sacrifice and dedication and give that over to a machine?" he asked, highlighting the value of a teacher’s presence and expertise.

Green criticized the approach of many AI initiatives that focus on making learning as easy as possible. He argued that this mindset undermines the importance of struggling with complex ideas and developing deep understanding. Instead of making everything seamless, education should encourage students to engage with challenging material and think critically.

AI in Educational Institutions

Efforts to incorporate AI into education have been ongoing for years. Organizations like Khan Academy have started using AI to personalize learning experiences for students. However, not all initiatives have been successful. AltSchool, backed by tech billionaires, shut down after failing to deliver effective education through technology-based methods.

Green acknowledged that there is a place for AI in education but stressed the need for proper training and guidelines. He called for intensive training for faculty to understand the risks associated with AI and suggested restrictions on how it is used, especially in grading and communication.

The Future of AI in Education

Some colleges are taking AI seriously. California State University recently announced plans to become the nation's first and largest AI-empowered university system through public-private partnerships. This initiative includes offering all students and faculty access to AI tools like ChatGPT.

On the federal level, the Trump administration is establishing a task force to promote AI in K-12 classrooms and explore funding opportunities for AI initiatives. However, critics warn that the US should proceed with caution. South Korea recently rolled back its plan to introduce AI textbooks due to concerns from parents and teachers about the lack of preparation for using the technology effectively.

Green urged institutions to prioritize training and responsible use of AI. He emphasized the need for committed educators who can guide students in using AI judiciously rather than promoting it as a quick fix. "We could really end up with some incredible amounts of junk here, and at the expense of our young people actually learning skills that you do need in the real world," he said.

As AI continues to shape the future of education, it is crucial to strike a balance between innovation and maintaining the core values of learning. The goal should be to equip students with the skills they need to succeed in the real world, not just rely on technology to do the work for them.