Google Open-Sources MilleMiglia for Realistic Middle-Mile Logistics Research
Google MilleMiglia generates privacy-preserving middle-mile logistics instances with schedules, capacity and synchronization constraints for reproducible research.
Author: Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media, and ways real people make money with this stuff. No press-release fluff. 20+ years shipping digital products; you'll also find my work around HowTik, Yumasty, and IncomeHelpful.
Tencent EVIE Compresses Visual Document Search to 32 Vectors per Page
Tencent EVIE open-sources 4.5B and 8B visual document retrieval models. Learn how Prefix-MRL and HAC trade index size against retrieval quality.
NVIDIA Says TensorRT Edge-LLM Runs the MLPerf Agent Benchmark 6.4x Faster on Jetson
TensorRT Edge-LLM completed an MLPerf edge-agent run 6.4x faster than NVIDIA's llama.cpp reference. The exact cache, quantization and stream settings matter.
OpenRouter Tests 20 Image Models and Finds a 22x Cost Gap
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AWS European Sovereign Cloud Adds Gemma 4 With In-Region Bedrock Inference
AWS European Sovereign Cloud now serves three Gemma 4 models through Bedrock in-region inference. We map the residency, operator and audit boundaries.
GitHub Used Copilot to Rewrite an 800,000-Line Agent Runtime in Rust
GitHub moved the Copilot agent runtime from TypeScript to more than 800,000 lines of Rust. The reusable lesson is the test-gated migration system.
Union Alpha Was Pareto 26.9: What the Blended AI Model Actually Offers
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Bonsai 2 27B Fits a 27B AI Model Into 5.9 GB, but Runtime Memory Is the Real Test
Bonsai 2 27B compresses Qwen3.8 27B into a 5.95 GB GGUF. Here is what the file size proves, what it does not, and how…
Qwen3.8 LiveTranslate Adds 60-Language Speaker-Aware Interpretation
Qwen3.8 LiveTranslate streams translated speech and text, understands 60 languages and can separate speakers. See its limits, pricing and deployment checklist.
SK hynix Ventures Launches to Back AI Infrastructure Startups in Silicon Valley
SK hynix Ventures will target AI computing, data centers, system software and optical links. Here is what the new CVC means for founders.