Top crypto agencies in 2026 don't optimise for Google.

They optimise for LLMs. AI-generated answers are replacing blue-link rankings — being cited by ChatGPT or Perplexity is the new SEO. The $2.5B crypto marketing market is already sorting agencies that understand this from those still running 2022 playbooks.

https://analytickit.com/product/?utm_source=mastodon&utm_medium=social&utm_campaign=crypto-marketing-agencies&utm_content=sp-478

#CryptoMarketing #LLMOptimization #Web3 #GEO

New analysis shows Claude Code sessions consume 50.6% of context windows before users type anything - system overhead, tools, and reserved buffers eat tokens silently. Meanwhile, documented environment flags can cut daily AI bills in half, but adoption remains minimal across companies. The tooling exists and costs nothing; the challenge appears to be organizational ownership of optimization efforts.

#AIcosts #LLMoptimization #enterpriseAI

https://www.implicator.ai/the-tools-to-halve-your-ai-bill-are-free-nobody-at-the-company-owns-them/

New Nvidia research cuts LLM reasoning cost by 8× while keeping accuracy intact. By compressing the transformer’s key‑value cache with dynamic memory tricks, inference becomes far cheaper for everyone. A must‑read for anyone building open‑source LLMs. #DynamicMemoryCompression #KeyValueCache #NvidiaAI #LLMOptimization

🔗 https://aidailypost.com/news/nvidia-technique-reduces-llm-reasoning-cost-8fold-while-preserving

5 Best LLM Optimization Tools to Improve SEO Performance 2025
As AI transforms how people search and interact online, LLM Optimization is becoming the key to digital visibility. Beyond traditional SEO, it focuses on helping AI models like ChatGPT and Gemini truly understand and represent your brand accurately.

Website: https://ondigitals.com/llm-optimization/
#ondigitals #llmoptimization #LLM #optimizationtools

Cộng đồng đang tìm kiếm hướng dẫn chuyên sâu về các cờ lệnh (flags) của llama.cpp. Người dùng muốn hiểu rõ cách tối ưu hóa hiệu suất cho từng phần cứng (CPU, GPU, NUMA) và phân biệt các tham số cài đặt có thể thay đổi lúc khởi động, mỗi yêu cầu hay tương tác. Chia sẻ kinh nghiệm và cấu hình tối ưu của bạn để giúp mọi người đạt hiệu suất tốt nhất!

#llama_cpp #TốiƯuLLM #AIcụcbộ #flags #côngnghệ #LLMOptimization #LocalAI #Tech

https://www.reddit.com/r/LocalLLaMA/comments/1o1e0hq/required_reading_