With open models, we can build safety tooling directly into the inference layer.
Our CEO and co-founder @tuhinone sat down with @kr00ney at @cnbc to discuss Project Beacon, and our work with @GoodfireAI to make safety the default for open intelligence.
Some of the biggest advances in AI have come from solving many problems together, rather than training specialized systems for individual tasks.
@svlevine (@physical_int) talks about the same principle for robotics. Make the problem bigger.
Robotics is going through the same shift LLMs did: from fine-tuning, to prompting, to just telling the model what you want.
@svlevine talked about how π0.7 learns new skills from plain-language coaching.
“The universe is really big, and almost none of it is inside computers.”
When a problem is hard, make it bigger. @svlevine put a room full of robots in a repurposed Google conference room and had them grasp objects all day.
It worked. Then it hit a wall: lots of experience, no prior knowledge.
That wall became @physical_int.
This conversation at @spc was awesome. I learned a lot!
(00:28) From Video Games to Robotics: Sergey Levine's Journey
(04:24) Founding Physical Intelligence: Why the Timing and Team Mattered
(06:30) Inside Pi Zero: Building a Foundation Model for Robots
(09:37) From Pi 0.5 to Pi 0.7: Teaching Robots to Reason and Generalize
(16:45) What Makes a Great Robotics Researcher?
(21:10) Solving Robotics' Data Problem and Building Learning Feedback Loops
(28:04) The Future of Robotics: General-Purpose AI vs. Specialized Robots
(33:24) World Models, Data Strategy, and Building a Robotics Research Culture
We’re betting our $5.5M seed round that the next leap in AI coding won’t come from OpenAI or Anthropic.
It’ll come from a new feedback loop that learns from you.
Introducing Beacon: open-source, self-improving memory for coding agents.
Your sessions capture how you debug and solve problems. Today, that context gets lost and you have to re-explain things every time you switch tools.
Beacon continuously distills your sessions into reusable skills across Claude Code, Cursor, Codex, and 20+ harnesses, so your next agent can learn from the last.
Beacon is free and OSS 🌟 https://t.co/Q6gvnXXT5f
Why should the frontier labs be the only ones winning with your sessions?
You already did the work. Now let your coding agents learn from you.
Very excited to welcome a dear friend to @spc next week.
@sriramk is joining us for a fireside chat and Q&A.
He helped build Azure, scaled Meta’s mobile ads, and led a16z’s international expansion.
Then he went to the White House and helped write the U.S. AI Action Plan.
"The entire way that humans contribute to the economy is going to move.”
@mercor Co-founder & CEO @BrendanFoody explains what he believes will replace repetitive human work.
Building for national security means understanding how to sell to the Pentagon.
Alan Estevez, former senior Pentagon official and Under Secretary of Commerce, joined @spc NYC founders to share stories and practical advice on the importance of building dual-use technology