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AI Models for Robots 🟢

Researchers have developed AI models that enable robots to perform tasks in new environments without additional training, potentially revolutionizing the field of robotics and home automation.

Today in AI

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  • AI research changing the world

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News roundup

The top stories in AI today.

NEW LAUNCHES

The latest features & products in AI innovation.

FUTURE OF WORK

Jobs are changing — are you?

MODELS

Deployment, research, training, infrastructure

GOVERNMENT

Press releases, regulation, defense & politics.

GADGETS

Computers, phones, chips & AI powered devices

What’s happening in AI right now

Recent breakthroughs in robotics and AI

The future of robotics is rapidly evolving, with recent developments showcasing the potential for AI-powered machines to transform everything from e-commerce warehouses to our homes. These advancements are not just incremental improvements; they represent significant leaps in capability and adaptability that could reshape industries and the nature of work itself.

Amazon's robot efficiency at scale

Amazon, the e-commerce giant, has been at the forefront of integrating AI and robotics into its operations. The company now operates the world's largest industrial mobile robot fleet, with over 750,000 units deployed across its warehouses. This massive scale of automation has led to impressive efficiency gains, with order processing times reduced by 25%.

One standout innovation is the Hercules drive unit, which has improved storage density in warehouses by 40%. Meanwhile, Proteus, an advanced autonomous robot, safely navigates crowded spaces, showcasing the potential for human-robot collaboration in complex environments.

But Amazon's robotics push isn't just about replacing human workers. The company has created 700 new job types related to robotics technology, illustrating how automation can lead to new roles for human employees.

From simulation to reality

While Amazon's innovations are impressive, they're still largely confined to controlled warehouse environments. The next frontier in robotics is creating machines that can adapt to new, unpredictable settings – like our homes.

Researchers have recently made significant strides in this direction by developing AI models that enable robots to perform tasks in new environments without additional training. This breakthrough addresses the longstanding challenge of bridging the gap between lab-based training and real-world performance.

The team created five "robot utility models" (RUMs) that, when combined with OpenAI's GPT-4 language model, achieved a remarkable 90% success rate in completing basic tasks in unfamiliar settings. This integration of language models with robotic systems shows immense promise for improving adaptability and could serve as a template for building other utility robotics models.

Generative AI meets robotics

Taking simulation a step further, 1X Technologies has developed a groundbreaking generative model for enhancing robot training in simulated environments. This model learns to simulate the real world using raw sensor data from robots, offering more realistic simulations than traditional methods.

The model demonstrates advanced capabilities in predicting robot interactions with various objects and environments, potentially revolutionizing robotics training and development. By addressing the "sim2real gap," this technology could significantly reduce the time and resources required for robot training.

As we stand on the brink of a new era in robotics, the question isn't whether AI-powered machines will transform our world, but how quickly and dramatically this change will occur. By understanding and preparing for these advancements, businesses and individuals can position themselves to thrive in an increasingly automated future.

We publish daily research, playbooks, and deep industry data breakdowns. Learn More Here

AI research changing the world

The latest breakthroughs and most pivotal papers — broken down in language anyone can understand.

The roadmap to get 26,500 LA city workers Al training


The Information Technology Agency of LA has unveiled an ambitious plan to integrate Al across all city departments, potentially revolutionizing public service delivery for 4 million LA residents. At its core, the roadmap outlines a strategy to train over 26,500 city employees in Al, starting with a 3-month trial of Google Gemini Enterprise. But it's not just about efficiency-it's a blueprint for the future of urban governance. The plan addresses critical ethical concerns head-on, prioritizing responsible Al adoption to mitigate risks of bias, privacy breaches, and job displacement. By 2028, cities fully embracing this Al-driven approach could see a 15% reduction in traffic congestion and a 10% improvement in air quality.

As Al becomes integral to city operations, it raises intriguing questions: How will this reshape the relationship between citizens and local government? Will it lead to more trust or skepticism? And as other cities inevitably follow suit, could we be witnessing the birth of a new era of hyper-efficient, Al-augmented urban centers?

The AI tool we’re loving right now

The best way to get AI literate? Try the tools!

BigVu

There’s no way around it — being a content creator, influencer or business leader these days requires publishing high-quality video content. That’s why BigVu is such a powerful tool. BigVu uses the power of AI to allow you traverse the entire lifecycle of video creation and publishing with some very cool features:

  • Eye contact correction

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  • Video-to-text transcription

  • Script generation

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  • AI voice changing & cloning

  • Background music generator

  • Post Scheduler

  • Landing page generator

  • And much more

The best part? CO/AI subscribers get access to a special discount when they sign up using the link below. Use our promo code MEHFIN63 at checkout to receive $20 off when you subscribe.

Want to learn how to use BigVu? Check out our tutorial here.

This week on the podcast

Can’t get enough of our newsletter? Check out our podcast Future-Proof.

In this episode Anthony, Shane, and Elizabeth discuss the transformative impact of AI on sales processes and e-commerce. The conversation highlights the competitive edge that AI-native companies have over traditional businesses, the evolving landscape of customer interactions, and the potential for AI to streamline workflows and enhance personalization at the same time.

CO/AI Future-Proof AI podcast on Spotify
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CO/AI Future-Proof AI podcast on YouTube

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