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Covariant this week announced the launch of RFM-1 (Robotics Foundation Model 1). Peter Chen, the co-founder and CEO of the UC Berkeley artificial intelligence spinout tells TechCrunch the platform, “is basically a large language model (LLM), but for robot language.”

RFM-1 is the result of, among other things, a massive trove of data collected from the deployment of Covariant’s Brain AI platform. With customer consent, the startup has been building the robot equivalent of an LLM database.

“The vision of RFM-1 is to power the billions of robots to come,” Chen says. “We at Covariant have already deployed lots of robots at warehouses with success. But that is not the limit of where we want to get to. We really want to power robots in manufacturing, food processing, recycling, agriculture, the service industry and even into people’s homes.”

Imagine a dress that doesn’t just fit you perfectly – it morphs along with your style, body, and the shifting trends of the season. It sounds futuristic, but this ‘smart’ garment exists thanks to a collaboration between textile innovators at MIT and a forward-thinking fashion house. It makes sustainable fashion more innovative.

Traditionally, bespoke tailoring—making clothes to a customer’s measurements—was the only way to ensure a perfect fit for one’s body. However, this option was too expensive for most people. A new invention of active fibers and innovative knitting processes is making custom clothing more accessible and eco-friendly.

This is a sci-fi documentary, looking at what it takes to build an underground city on Mars. The choice to go underground is for protection, from the growing storm radiation that rains down on the surface every day. And to further advance the Mars colonization efforts.

Where will the materials to build the city come from? How will the crater be covered to protect the inhabitants? And what will it feel like to live in this city, that is in a hole in the ground?

It is a dream of building an advanced Mars colony, and showing the science and future space technology needed to make it happen.

Personal inspiration in creating this video comes from: The Expanse TV show and books, and The Martian.

Why do I find this so alarming?


ChatGPT-maker OpenAI is looking to fuse its artificial intelligence systems into the bodies of humanoid robots as part of a new deal with robotics startup Figure.

Sunnyvale, California-based Figure announced the partnership Thursday along with $675 million in venture capital funding from a group that includes Amazon founder Jeff Bezos as well as Microsoft, chipmaker Nvidia and the startup-funding divisions of Intel and OpenAI.

Figure is less than two years old and doesn’t have a commercial product but is persuading influential tech industry backers to support its vision of shipping billions of human-like robots to the world’s workplaces and homes.

1.6 billion people globally are homeless.


Homelessness has been a growing issue in the United States for decades — it affects millions of people each year. Despite efforts to address the problem, the number of individuals experiencing homelessness continues to rise, with the COVID-19 pandemic and an ongoing lack of affordable housing exacerbating an already difficult situation.