GPU infrastructure is broken. Most companies pay for 24/7 capacity but only use a fraction of it. Expensive hardware sits idle overnight, burning cash. This we learned during our time @ycombinator. We built a Kubernetes operator to fix this. One kubectl command turns idle GPU time into revenue. You define the rules; we run paid AI workloads on your spare capacity. When you need the GPUs back, they return instantly with zero disruption. Your cluster. Your rules. We just make the idle time pay for itself. Lilac is now onboarding design partners. If you're running GPUs on K8s and want to stop paying for "dark capacity," let's talk. Full story:

GPU shortages. Rising memory costs. Cloud outages. Different failures, same choke point: Compute. It’s becoming the defining resource of this century, yet access today is scarce, expensive, and controlled by a few. ComputeFi changes that 👇

GPUs are expensive and setting up the infrastructure to make GPUs work for you properly is complex, making experimentation on cutting-edge models challenging for researchers and ML practitioners. Providing high quality research tooling is one of the most effective ways to improve research productivity of the wider community and Tinker API is one step towards our mission there. Tinker API is built on top of our experimental results on fine-tuning with LoRA: Beta starts and you can join the waitlist today:

Your GPU is powerful, even when you are not using it. With NextGPU, idle GPU power can become income by contributing compute to the global network. Don’t let unused hardware sit quietly. Put it to work. Earn with NextGPU.

Everyone's watching GPUs. The bottleneck already moved. Joini us live on Monday, May 18th at 8pm ET to walk through where it went — and the three constraints reshaping the AI trade now. 🎙️Set a reminder ↓  Panelists: @Cash_D66 @MikeSchiemer @JohnProv1 @ArchitectIncome @DivStockpile  @DivDegenerates @markusCarter17 @Selling4Premium  @AJacobRant @PatNeville7

A $EQM GPU mining client can be expected soon. GPUs provide a much better hash rate than CPUs. This will be shipped and iterated on live as I do not have the GPUs to test on a wide variety. Your feedback on this will be much appreciated.

Idle enterprise GPUs make cheap inference possible. Lilac is serving Kimi K2.5 at $0.40/M input and $2.00/M output. 25% off for 3 months above 1B+ tokens/month. No contracts. No minimums. In our OpenRouter benchmark, we were the lowest-priced provider in a comparable speed band. Pricing + benchmark snapshot + API access:

BREAKING: @primisprotocol FOUNDER @khouuba COMMENTS ON NVIDIA GPU PRICES GOING NUCLEAR OVERNIGHT 🤯 "Primis fixes this for builders. Predictable rates are vital for businesses to plan and scale. Primis mode."