Top all-time · #17192
Neuralwatt Cloud
Company blog · neuralwatt.com/blog · on HN as scottchaaihardware
Neuralwatt Cloud is the company blog at neuralwatt.com, writing about ai and hardware. Since 2025, 4 different Hacker News readers have linked it 11 times. No feed was found, so read it on the site itself.
Too few sampled comments (2) to say how often HN recommends it.?
Why HN links it
Linked in HN threads on energy and token efficiency of AI coding harnesses and on benchmarks of open-weight models. Comments mention the site as a cloud service with trial credits for trying open-weight models.
Summarised by Claude from a sample of 2 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Run 8 GPUs on the power of 6. Increase inference throughput by 33% without adding a single wire.
Most-linked posts?
- /2 people · 5 mentions · first linked 2025-05-21
What Hacker News says?
Shameless plug . . . I run a startup who is working to help this https://neuralwatt.com We are starting with an os level (as in no model changes/no developer changes required) component which uses RL to run AI with a ~25% energy efficiency improvement w/out sacrificing UX. Feel free to dm me if you are interested in chatting either about problems you face with energy and ai or if you'd like to learn more.
Comment linking /
on “AI's energy footprint”Submitted Why harnesses matter for energy (and token) efficiency as a story · 58 points
HN discussionNeuralwatt | https://neuralwatt.com | REMOTE (US – Seattle/Denver/Boulder metros only) | Full-time | $180k–$220k DOE Energy is the #1 constraint in new datacenter buildouts. Neuralwatt is reshaping AI compute around energy efficiency to maximize revenue per kilowatt. We’re a VC-backed, early-stage startup building optimization tools for AI, HPC, and datacenter workloads. We're hiring 2 experienced founding engineers…
Comment linking /
on “Ask HN: Who is hiring? (September 2025)”Submitted Mixture of Experts: When Does It Deliver Energy Efficiency? as a story · 2 points
HN discussionNeuralwatt | https://neuralwatt.com | REMOTE | Seattle or Denver/Boulder metros | Full-time Hiring: 2 Engineers + Director of Sales & Operations Energy is becoming one of the biggest constraints on AI infrastructure. Neuralwatt is building software to help datacenters get more useful AI compute and revenue from every kilowatt. We're a VC-backed early-stage startup working on GPU optimization, AI infrastructure, ener…
Comment linking /
on “Ask HN: Who is hiring? (September 2026)”Submitted Harnessing Dynamo: Unlocking Sustainable AI Performance as a story · 2 points
HN discussionNeuralwatt | https://neuralwatt.com | REMOTE (US – Seattle/Denver/Boulder metros only) | Full-time | $180k–$220k DOE Energy is the #1 constraint in new datacenter buildouts. Neuralwatt is reshaping AI compute around energy efficiency to maximize revenue per kilowatt. We’re a VC-backed, early-stage startup building optimization tools for AI, HPC, and datacenter workloads. We're hiring 2 founding engineers to help arc…
Comment linking /
on “Ask HN: Who is hiring? (August 2025)”Submitted Agent Bedlam: A Future of Endless AI Energy Consumption? as a story · 1 points
HN discussionThey're the author of the post ;) https://neuralwatt.com/about
Comment linking /about
on “Why harnesses matter for energy (and token) efficiency”Yeah, that was my first thought. I actually wrote a blog post a few weeks ago modeling the point at which agent recursion really gets out of control. https://www.neuralwatt.com/blog/agent-bedlam-a-future-of-end...
Comment linking /blog/agent-bedlam-a-future-of-endless-ai-energy-consumption
on “Show HN: Representing Agents as MCP Servers”One can also try https://neuralwatt.com using it in opencode. I think they give $5 trail credits to test with any of the open weight models.
Comment linking /
on “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”