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News
ComfyUI Cloud Pricing: Pay Per Generation, Not Per GPU Hour
10+ hour, 42+ min ago (952+ words) Wireflow is now a Claude connector. Run a batch from any Claude chat. A hosted node canvas priced by the assets you make, so the cost question stops being how many GPU seconds and starts being how many outputs. Free…...
I Sell Memory APIs. I'm Also Building the Benchmark. Here's How I'm Trying Not to Rig It.
4+ hour, 24+ min ago (795+ words) Hey everyone. This time I'll go through what got me started on this benchmark, and the core of how it's actually built. All numbers below are from the current build. Nothing is final yet, so some of them will have…...
Implementation of Machine Learning Workflows with NVIDIA cuML, RAPIDS, GPU Benchmarking, Explainability, Clustering, and Model Inference
7+ hour, 51+ min ago (198+ words) We benchmark scikit-learn and cuML implementations of PCA, K-Means, nearest neighbors, logistic regression, random forests, and DBSCAN. We generate datasets on the GPU, synchronize CUDA operations for fair timing, and record the speedup each accelerated algorithm achieves. We also compare…...
OpenAI Lets You Swap Embedding Models in One Line.
10+ hour, 27+ min ago (31+ words) Your Vector Database Won’t Tell You It Broke Everything. Same dimension count, same index, no error message — and retrieval that quietly stops …...
ARC-AGI-3: The Test AI Can’t Pass
11+ hour, 56+ min ago (727+ words) Nvidia’s CEO Said We Already Have AGI. Two Days Later, a Benchmark Said Otherwise. And six months on, the answer is messier than either side expected. On March 23, 2026, Jensen Huang sat down with …...
Monitoring GPU Inference Workloads: Tools and Metrics That Actually Matter
15+ hour, 19+ min ago (14+ words) Learn which GPU metrics and monitoring tools actually matter for AI inference in 2026....
Rendering live broadcast graphics without a GPU, and what four hours actually cost
21+ hour, 41+ min ago (683+ words) Short recap, because this is the second half of a story. In the previous article I described how our... Tagged with devops, architecture, performance, programming....
Dyna-Q: A Comprehensive Guide
21+ hour, 13+ min ago (744+ words) Data Science & Machine Learning — Article 47 Dyna-Q: A Comprehensive Guide Explore detailed Dyna-Q Introduction Article 43 built a model, solved it exactly, and got a policy. Articles 37 through 42 …...
Grad-CAM Told Me My Model Was Looking at the Right Thing. It Was Lying.
21+ hour, 47+ min ago (640+ words) Why It was lying, but only about one specific kind of shortcut. This is a full, reproducible teardown of when Grad-CAM catches …...
This tiny CHUWI workstation can run 300 billion parameter AI models locally
1+ day, 12+ hour ago (460+ words) 192GB mini PCs are flooding the market — CHUWI follows Acemagic, GMKtek, and Framework CHUWI has unveiled the UniBox AI495 Pro at IFA Berlin 2026, combining AMD's new Ryzen AI MAX+ PRO 495 chip with unusually high memory capacity. The compact machine can carry up…...