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📊 Model Serving Economics

GPU Costs, Inference Pricing, Batch Optimization, Resource Efficiency

16 Changes to AI in the Enterprise: 2025 Edition | Andreessen Horowitz
a16z.com·5h
🆕New AI
Jan Nano + Deepseek R1: Combining Remote Reasoning with Local Models using MCP
huggingface.co·5h·
Discuss: r/LocalLLaMA
📋MCP
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models
arxiv.org·10h
🧠LLM Inference
TAI #158: The Great Acceleration: AI Revenue, M&A, and Talent Wars Erupt as the Industry Matures
pub.towardsai.net·21h
🆕New AI
Scaling Pinterest ML Infrastructure with Ray: From Training to End-to-End ML Pipelines
medium.com·22h·
Discuss: Hacker News
🕯️Candle
AMD researchers reduce graphics card VRAM capacity of 3D-rendered trees from 38GB to just 52 KB with work graphs and mesh nodes — shifting CPU work to the GPU y...
tomshardware.com·3h
🖥GPUs
AI benchmarking tools evaluate real world performance
infoworld.com·9h
🏆LLM Benchmarking
Flynn Was Right: How a 2003 Warning Foretold Today’s Architectural Pivot
semiwiki.com·21h
⚡Hardware Acceleration
Your Data Engine Is the Moat - Here’s How to Own It.
labelstud.io·19h·
Discuss: Hacker News
🆕New AI
How to use Gemini 2.5 to fine-tune video outputs on Vertex AI
cloud.google.com·22h
📊Feed Optimization
What does 10x-ing effective compute get you?
lesswrong.com·19h
🏆LLM Benchmarking
AMD Instinct MI60 (32gb VRAM) "llama bench" results for 10 models - Qwen3 30B A3B Q4_0 resulted in: pp512 - 1,165 t/s | tg128 68 t/s - Overall very pleased and ...
preview.redd.it·16h·
Discuss: r/LocalLLaMA
🖥GPUs
Frontier AI Models Now Becoming Available for Takeout
thenewstack.io·21h
🖥GPUs
The 20+ most common AI terms explained, simply
threadreaderapp.com·22h
🧠LLM Inference
The Internal Inconsistency of Large Language Models
blog.kortlepel.com·22h·
Discuss: Hacker News
🪄Prompt Engineering
Greedy Is Good. Less Greedy May Be Better
gojiberries.io·13h·
Discuss: Hacker News
🏆LLM Benchmarking
Llama.cpp vs API - Gemma 3 Context Window Performance
reddit.com·10h·
Discuss: r/LocalLLaMA
💾Prompt Caching
Slashing CI Costs at Uber
uber.com·4h·
Discuss: Hacker News
🛠️Build Optimization
HPE and NVIDIA Debut AI Factory Stack to Power Next Industrial Shift
blogs.nvidia.com·21h
🖥GPUs
Some Thoughts On The Future “Doudna” NERSC-10 Supercomputer
nextplatform.com·10h·
Discuss: Hacker News
🖥GPUs
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