Most robotics datasets are magic soup. Every source, sensor, and quality level poured into one pot. It looks like scale. But if you're training on it, most of it is inconsistent data you can't trace, and that's what quietly degrades your model.
Our Q2 2026 product update is live. Two shifts headline the quarter: Verify Quality opened to members, and Robot Fleet became a hardware marketplace 🧵👇
Announcing our latest $18M strategic round led by Solana Ventures. We're doubling down on the ecosystem: continuing to develop Solana’s leading multisig solution and expanding our footprint into global business finance with Altitude.
Great article. As we see DeFi continue to mature and better protect its users, circuit breakers and other rate limiters will become essential safeguards. This is evident as smart contracts become increasingly under pressure from advances in AI tooling.
"Humans can't win this race. Multisigs and governance need coordination. Even the best security team needs time to diagnose, decide, and act. The only thing that moves at attacker speed is code that was already running. A mechanical circuit breaker is the simplest version of that. It doesn't need to understand the attack, identify the attacker, or wake anyone up. It just slows the rate at which value can leave, no matter who's asking, the moment outflows cross a pre-set line."
Met @0xZergs the first year we ran P2P and told him we'd back whatever company he started next. He said he wouldn't take a dollar until he was sure he had a path to a billion dollar valuation.
He stress tested a few ideas, found a promising path, put the round together, and we @VoltCapital are proud to have been the first supporters. After a few twists & turns here we are 5 years later.
Way to go @USDai_Official 🔥
We’re excited to share that PrismaX is now part of the @nvidia Inception Program.
NVIDIA has built the foundation for modern AI, from compute to the tooling and infrastructure behind today’s most advanced systems.
We’re excited to build on this as we scale real-world robotics systems and the data that powers physical AI.
#NVIDIAInception
"There are some incredibly cool things that [DePIN] founders are working on.
If you think, 'Where were stablecoins six years ago?'... Our bet is definitely there in terms of technology."
@soona@VoltCapital
If we imagine a world in which a huge share of protocol usage is agentic, where do our current designs break down? how well can we predict the new behavioral paradigms?
In this piece i point out a few possible scenarios and where research should focus to address them.
This feels like a dream come true since I started Replit. As a designer, I’ve always found it challenging to collaborate smoothly with my engineering teammates. For a long time, I imagined what it would look like to have a true source of truth that makes collaboration effortless.
The infinite canvas didn’t just happen by accident. I’m incredibly proud of the team, and it’s been such a fun experience getting to work on cutting-edge technology while solving really hard problems.
If this resonates with you, come join us in building the future.