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 * Superpower Daily
 * Posts
 * OpenAI + humanoid robots 🔥


OPENAI + HUMANOID ROBOTS 🔥


GOOGLE BRINGS STACK OVERFLOW’S KNOWLEDGE BASE TO GEMINI

Saeed Ezzati
February 29, 2024




IN TODAY’S EMAIL:

 * 👀 The 9-Month-Old AI Startup Challenging Silicon Valley’s Giants

 * ☠️ Malicious AI models on Hugging Face backdoor users’ machines

 * 🤩 How Singapore is preparing its citizens for the age AI.

 * 🧰 9 new AI-powered tools and resources. Make sure to check the online
   version for the full list of tools.

Sign Up | Advertise | ChatGPT







OPENAI + HUMANOID ROBOTS



Figure, an AI robotics firm based in Sunnyvale, California, recently secured
$675 million in Series B funding, achieving a valuation of $2.6 billion. The
funding round saw contributions from major investors including Microsoft,
NVIDIA, Jeff Bezos through Bezos Expeditions, and several venture capital firms.
This influx of capital is set to boost Figure's efforts in developing
general-purpose humanoid robots, aiming for accelerated commercial deployment.

Additionally, Figure has partnered with OpenAI to create advanced AI models for
these humanoid robots, combining OpenAI's AI research prowess with Figure's
robotics expertise. This collaboration is expected to enhance the robots'
language processing and reasoning abilities, contributing to Figure's goal of
deploying humanoid robots in commercial settings. To support its AI and robotics
development, Figure will utilize Microsoft Azure for its AI infrastructure,
benefiting from Azure's robust training and storage capabilities.

The company, which boasts a skilled team from renowned organizations like Boston
Dynamics and Tesla, is focused on bringing humanoid robots into various
industries to address labor shortages and improve efficiency. Figure's recent
agreement with BMW Manufacturing to integrate humanoid robots into automotive
production highlights the practical applications of their technology. With the
new funding and strategic partnerships, Figure is poised to advance the role of
AI and robotics in the workforce, promising a significant impact on various
sectors.






MALICIOUS AI MODELS ON HUGGING FACE BACKDOOR USERS’ MACHINES



JFrog's security team discovered about 100 malicious AI and machine learning
models on the Hugging Face platform, capable of executing code on users'
machines to create backdoors. Despite Hugging Face's extensive security
protocols, these models could potentially lead to data breaches and espionage.
The malicious models were identified through an advanced scanning system
targeting PyTorch and Tensorflow Keras models, emphasizing the threat they pose
to the platform's users.

In one notable instance, a PyTorch model uploaded by a user contained a payload
that established a reverse shell, allowing external command execution. This
malicious activity was concealed within the model's serialization process,
demonstrating the sophistication of these threats. JFrog's analysis suggests
some of these uploads might be from AI researchers testing security boundaries,
not just malicious hackers.

JFrog's findings serve as a warning about the potential security risks
associated with AI and ML models. The incident underscores the need for
heightened vigilance and stronger protective measures within the AI community to
prevent the exploitation of platforms like Hugging Face by malicious actors.






META PLANS LAUNCH OF NEW AI LANGUAGE MODEL LLAMA 3 IN JULY



Meta Platforms is gearing up to launch its latest artificial intelligence model,
Llama 3, in July, aimed at enhancing user interaction with more nuanced
responses to complex inquiries, as reported by The Information. This new version
is part of Meta's initiative to refine its AI's understanding and response
mechanism, especially when dealing with sensitive or contentious issues,
allowing it to provide contextual insights rather than outright refusing to
engage.

The development of Llama 3 is seen as a significant step forward from its
predecessor, Llama 2, which currently powers chatbots across Meta's social media
platforms but has limitations in addressing certain types of questions. By
enabling Llama 3 to interpret and respond to queries more effectively, Meta aims
to improve user experience and maintain a competitive edge in the rapidly
evolving AI landscape, particularly in light of Google's recent pause on its
AI's image-generation feature due to accuracy concerns.

As part of the rollout of Llama 3, Meta is also planning to enhance its internal
oversight on the model's training, focusing on tone and safety to ensure that
the AI's responses are not only more intelligent but also aligned with ethical
guidelines. This move underscores Meta's commitment to responsible AI
development, balancing technological advancement with user safety and trust.




GOOGLE BRINGS STACK OVERFLOW’S KNOWLEDGE BASE TO GEMINI FOR GOOGLE CLOUD



Stack Overflow is introducing a new program called OverflowAPI, allowing AI
companies to access its knowledge base, with Google as the launch partner. This
collaboration aims to integrate Stack Overflow's validated answers into Google
Cloud and introduce AI-enhanced features on Stack Overflow's platform. The
partnership, which will be showcased at Google's Cloud Next conference,
underscores the growing trend of leveraging expert-driven content for AI model
training, albeit without revealing the financial specifics of the deal.

The partnership's vision extends beyond AI, with plans to integrate Stack
Overflow directly into the Google Cloud console, enabling developers to access
and query Stack Overflow's database alongside Google-specific information. This
integration aims to streamline the developer experience by providing a unified
source of reliable information, enhancing productivity without the need to
navigate multiple platforms.

On Stack Overflow's end, the collaboration with Google's Gemini through the
Vertex AI platform will potentially introduce AI support in various site
functionalities, such as question-asking and moderation. This move is designed
to maintain the high-quality, expert-driven content Stack Overflow is known for
while adapting to the evolving landscape of AI in developer workflows, ensuring
a blend of human expertise and AI efficiency.




OTHER STUFF

 * The 9-Month-Old AI Startup Challenging Silicon Valley’s Giants

 * Diffusion transformers are the key behind OpenAI’s Sora — and they’re set to
   upend GenAI

 * Anamorph’s generative technology reorders scenes to create unlimited versions
   of one film

 * How Singapore is preparing its citizens for the age AI.

 * Here lies the internet, murdered by generative AI

 * Docusign just admitted that they use customer data (i.e., all those
   contracts, affidavits, and other confidential documents we send them) to
   train AI

 * Malicious AI models on Hugging Face backdoor users’ machines

 * Welcome to the Era of BadGPTs

 * Andrej Karpathy on the most important thing he’s learned from Elon Musk


Win 1 year free Superpower ChatGPT Pro🤑


SUPERPOWER CHATGPT NOW SUPPORTS VOICE 🎉

Text-to-Speech and Speech-to-Text. Easily have a conversation with ChatGPT on
your computer



 

 



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GuestLab - AI-driven guest research assistant for podcast hosts



Cursor Copilot++ - Autocomplete redesigned to predict your next edit





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