Getting a robot policy into production takes more than model weights. Low-latency inference, streaming and deployment all need to work together.
@reactorworld is putting that infrastructure behind an API so robotics teams can focus on making their robots more capable.
Well done team @_bschmidtchen @taiuti 🦾
@reactorworld is putting that infrastructure behind an API so robotics teams can focus on making their robots more capable.
Well done team @_bschmidtchen @taiuti 🦾
Introducing Remote Policy API on Reactor.
You can now:
• Run policies on Reactor’s infrastructure with ultra-low latency
• Use Cosmos Nano, FLUX Action, and DreamZero out of the box
• Power your robot control loop with <30 ms global rtt.
• Deploy, scale and stream with your ownerve.
Get started on DROID checkpoints today with more coming each week.
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Great guidance from @jpmorgan team for enterprises adopting AI agents @patopet jpmorganchase.com/about/technolo…
Hardware security is important part of the AI resilience.
@eclypsium secures that foundation by verifying hardware/firmware integrity from procurement through operation @c7zero
Hardware security is important part of the AI resilience.
@eclypsium secures that foundation by verifying hardware/firmware integrity from procurement through operation @c7zero
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B200 rent is near an all-time high (~$6.47/hr) while 1M tokens keep sliding to ~$0.92...
Somebody between GPU and API is eating that spread
Somebody between GPU and API is eating that spread
BofA on GPU spot rental pricing:
Continued strong GPU rental pricing data suggests demand for compute is still high, with B200 rental price of ~$6.47/hr near all-time high level.
Estimated market pricing for 1M tokens continue to decline, now at ~$0.92 vs. TTM median of $1.45, suggesting tokens are becoming more accessible and affordable over time (which could lead to greater usage and token generation
$NVDA $SPCX $NBIS $IREN $CRWV
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Hardware and firmware security across IT/OT deserve far more attention.
The consequences reach well beyond stolen data.
I appreciate the effort @c7zero @eclypsium team have spent working on this problem.
The consequences reach well beyond stolen data.
I appreciate the effort @c7zero @eclypsium team have spent working on this problem.
Cyberattack on fridges hits supermarkets across Europe reut.rs/3X1A0dF
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Love Janan’s takes on FT
This one applies well to most VCs on X:
“You very likely have nothing additive to say about politics. Most opinions are correct but banal, or distinctive but wrong - while quite a few are both banal and wrong.
To air them is no great service to the public abstain, often is”
This one applies well to most VCs on X:
“You very likely have nothing additive to say about politics. Most opinions are correct but banal, or distinctive but wrong - while quite a few are both banal and wrong.
To air them is no great service to the public abstain, often is”
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An attacker could change an AI model’s behavior through compromised infrastructure while the model, hash, signature all remained valid 🚨
This is a massive gap as enterprises give AI agents more access & authority
Proud of @eclypsium team @c7zero for exposing this risk & expanding its collaboration with NVIDIA to address it 💪
Trust in AI has to extend to the hardware and firmware running it.
cnn.com/2026/10/29/pol…
blogs.nvidia.com/blog/eclypsium…
This is a massive gap as enterprises give AI agents more access & authority
Proud of @eclypsium team @c7zero for exposing this risk & expanding its collaboration with NVIDIA to address it 💪
Trust in AI has to extend to the hardware and firmware running it.
cnn.com/2026/10/29/pol…
blogs.nvidia.com/blog/eclypsium…
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🤯 " @googlecloud revenue surged 103% year over year to $30.7B.
@Azure cloud revenue grew 48% to $33.2B"
When I was at GCP in 2019, we were a distant #3 and most people didn't get what we were building.
7 years later.. GCP is ~$2.5B behind Azure.
Passes Azure next year, my bet.
Never count out Google
@Azure cloud revenue grew 48% to $33.2B"
When I was at GCP in 2019, we were a distant #3 and most people didn't get what we were building.
7 years later.. GCP is ~$2.5B behind Azure.
Passes Azure next year, my bet.
Never count out Google
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Princeton sampled a 319-GPU cluster every 100ms... half the jobs averaged under 5% SM utilization 🤯
arxiv.org/pdf/2610.36329 @AndrewSheinberg
arxiv.org/pdf/2610.36329 @AndrewSheinberg
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Live prompt steering on a world model that keeps generating... and 84% faster frame handoff to get there 🔥
Great work @reactorworld @viskoai!
Great work @reactorworld @viskoai!
Together with @viskoai, we optimized the inference pipeline and built an interactive API for Orbis Stable and Dynamic on Reactor.
Read more here: reactor.inc/blog/visko-orb…
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Impressive!
A malicious PyPI package stole SSH keys, cloud credentials, browser passwords and crypto-wallet data.
Bitbison detected it just 3m 20s after publication, alerting our users before it could even be imported.
Full write-up: registry.bitbison.io/pypi/dictmerge…
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Baris retweeted
And we’re LIVE with Day 1 of VibeCon SF 2026! 🌉🧡
From conversations with our judges to getting builders in the zone, the energy is high, ideas are flowing, and the next big thing is taking shape.
@ycombinator @MongoDB @awscloud @AWS_Partners @AnthropicAI @claudeai
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From conversations with our judges to getting builders in the zone, the energy is high, ideas are flowing, and the next big thing is taking shape.
@ycombinator @MongoDB @awscloud @AWS_Partners @AnthropicAI @claudeai
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always shocked by the delusion of knowledge/expertise some VCs have…
@vkhosla may need to update his point on 70-80% adding negative value. Anecdotally % is higher. techcrunch.com/2013/09/11/vin…
@vkhosla may need to update his point on 70-80% adding negative value. Anecdotally % is higher. techcrunch.com/2013/09/11/vin…
Revolut founder Nik Storonsky says one of his investors tried forcing him to fire his best person:
“He was forcing me to fire my best person, because he was too hardcore.”
“Of course I didn’t fire him. I said no.”
“Pretty early on I realized that quite a few VCs, they are not hey can be actually dangerous for the company if they have enough power. So every single investment round, we just remove VCs.”
“Now I don't have any VCs on the board. I think that's the best. You always need to have operators rather than VCs on the board, people who actually build business and who know how to do things.”
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Baris retweeted
The results showing transfer from glyph games to improved reasoning gym performance has updated how I think about the utility of game environments. Maybe Demis was right all along and we should just be generating increasingly challenging open-ended game environments?
1/ 🎮 Can training on games improve LLM reasoning?
Introducing GlyphBench: 360+ game tasks for language-model RL.
We use it as a benchmark, a research tool, and a post-training suite.
🧵⬇️
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Love this!!
Introducing NVIDIA Cosmos-3-Nano on Reactor. Two new models, available now via the Reactor API.
• Sim-Bimanual predicts what a robot sees as you move its arms and grippers.
• Sim-Transfer turns simulations into photorealistic video.
Try them now: reactor.inc/cosmos-bimanual
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Nvidia already backstopped Firmus' ~$15B order for 170k GPUs
now the IPO's dead and Nvidia is writing the equity check too
Seller, guarantor... and soon investor of the same customer ↺
now the IPO's dead and Nvidia is writing the equity check too
Seller, guarantor... and soon investor of the same customer ↺
👀news about the neocloud liquidity & credit crisis:
Nvidia in talks to invest many hundreds of millions of dollars in Firmus, which just pulled its IPO
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