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Brett Adcock Profile picture
Mar 13 6 tweets 2 min read Read on X
OpenAI + Figure

conversations with humans, on end-to-end neural networks:

→ OpenAI is providing visual reasoning & language understanding
→ Figure's neural networks are delivering fast, low level, dexterous robot actions

(thread below)
Here's some background:

Two weeks ago, we announced Figure + OpenAI are joining forces to push the boundaries of robot learning

Together we are developing next generation AI models for our humanoid robots

It’s been 13 days & we're excited to share today's update Image
@OpenAI @Figure_robot The video is showing end-to-end neural networks

There is no teleop

Also, this was filmed at 1.0x speed and shot continuously

As you can see from the video, there’s been a dramatic speed-up of the robot, we are starting to approach human speed
@OpenAI @Figure_robot Figure’s onboard cameras feed into a large vision-language model (VLM) trained by OpenAI

Figure's neural nets also take images in at 10hz through cameras on the robot

The neural net is then outputting 24 degree of freedom actions at 200hz
@OpenAI @Figure_robot In addition to building leading AI, Figure has also vertically integrated basically everything

We have hardcore engineers designing:

- Motors
- Firmware
- Thermals
- Electronics
- Middleware OS
- Battery Systems
- Actuator Sensors
- Mechanical & Structures
@OpenAI @Figure_robot AI work shown here was led by @coreylynch and Toki Migimatsu, big congrats!

Our goal is to train a world model to operate humanoid robots at the billion-unit level. Follow our journey: @Figure_robot

We are scaling up our AI team, join us: figure.ai/careers

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More from @adcock_brett

Mar 10
The world of AI x Robotics is progressing fast.

So, I share the most important research and developments every week.

Here's everything that happened and how to make sense out of it:
MIT researchers developed a robot control app for the Apple Vision Pro.

It can stream your head, wrist, and finger movements over wifi to control a robot in real-time.

Setup is as easy as downloading the app and streaming via Python. This is a fun one.
OpenAI unveiled Sam Altman is back on the board of directors, along with 3 new members:

-Fidji Simo, CEO at Instacart
-Sue Desmond-Hellmann, Former CEO of the Bill & Melinda Gates Foundation
-Nicole Seligman, former President of Sony
Read 13 tweets
Mar 4
Early in my tech career, I used to make investors sign an NDA before I would even speak to them.

I was worried that if somebody knew my idea, I could be outpaced or out-executed. Secrecy was an asset as it allowed me to build without tipping off any potential competitors.

Over the last decade, my view on this has completely changed. I no longer believe that being secretive was helpful. In fact, it might have been detrimental to hiring and raising capital.

What I have learned is that the only real competitive advantage in technology is the number of product iterations and the progress made between those iterations. Essentially, I value the rate of progress in the highest regard.

I no longer worry about someone copying me, nor do I think it matters. What matters is my team’s ability to execute at the fastest possible rate and to continue innovating over time. I also believe that sharing publicly is net beneficial for many reasons, including hiring top talent who understand your vision, raising capital from investors who are following your story, signing commercial customers, gathering feedback, and the list goes on. So I’ve been building my companies in public and I urge my fellow founders to do the same.

The rate of technological progress is the only true competitive advantage.
A lot of investors ask my view on a particular company or sector. I always suggest looking for the company that is progressing the most per unit time. If i was an investor, i would have a heuristic for pace of innovation.
also a bit unfair to myself 15 years ago, i am likely 10x faster at executing technology progress per unit time today than i was then.

i’ve gotten better at the team efficiency, decision making, capital allocation, system testing - all of which compound to faster execution
Read 4 tweets
Feb 29
Excited to share: Figure raises $675M at $2.6B Valuation

+ OpenAI & Figure signed a collaboration agreement to develop next generation AI models for robots

Below are the details: Image
@Figure_robot @OpenAI $675M Series B investments from:

- Microsoft
- OpenAI Startup Fund
- NVIDIA
- Jeff Bezos (through Bezos Expeditions)
- Parkway Venture Capital
- Intel Capital
- Align Ventures
In addition, OpenAI & Figure signed a collaboration agreement to develop next generation AI models for humanoid robots

The collaboration aims to help accelerate Figure’s commercial timeline by enhancing the capabilities of humanoid robots to process and reason from language
Read 7 tweets
Feb 25
AI x Robotics continues to progress incredibly fast.

DeepMind, NVIDIA, Magic, Adobe, Stability AI, OpenAI, Reddit, and Mistral all made major progress this week.

Here's everything you need to know:
Google DeepMind published interesting new robotics research.

They fine-tuned an LLM (Palm 2-S) to allow robots to learn faster from human interaction.

The new method achieves the highest improvement in teachability over traditional RAG and LMPC-Skip.
NVIDIA is starting a new robotics research group called 'GEAR'.

The group is building capable AI agents that can learn to act in both virtual and physical worlds.

2024 is the year of Robotics — great to see NVIDIA helping push the space forward.
Read 12 tweets
Jan 28
The pace of AI and Robotics has been incredible.

Google, Meta, Berkeley, Carnegie Mellon, OpenAI, and Samsung all made major progress over the past two weeks.

Here's everything you need to know:
Google's AI researchers revealed Lumiere, a breakthrough model for AI video.

Lumiere uses a "space-time" neural network to generate clips in a single pass, as opposed to other models that create distant keyframes.

We'll see text-to-movie in 2024.
Google also released its latest Chrome browser update, introducing 3 new AI features.

-Tab Organizer to sort open tabs into groups
-AI themes to personalize browsers using gen AI
-'Help me write' to provide AI-generated suggestions for website text
Read 18 tweets
Jan 8
2024 will be the year of AI and Robotics.

Figure, Google DeepMind, Apple, Alibaba, Microsoft, and OpenAI have all made major progress over the past weeks.

Here's everything you need to know:
We achieved a major breakthrough with Figure-01's AI.

It can learn how to self-correct tasks just by watching humans do tasks.

For example, we can now get human data for applications like making coffee, and train the AI system end-to-end.
Google DeepMind and Stanford researchers introduced Mobile Aloha.

It's an open-source robotic system capable of completing complex tasks like cooking, cleaning, and more.

Notably, the cooking skills were remotely controlled (by humans).
Read 13 tweets

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