r/LocalLLaMA - Reddit

🔥 YC outlines how top AI startups prompt LLMs: prompts exceeding six pages, XML tags, meta-prompts and evaluations as their core IP.
They found meta-prompting and role assignment drive consistent, agent-like behavior.
⚙️ Key Learning
→ Top AI startups use... See more

🔥 YC breaks down how top AI startups prompt LLMs: 6+ page prompts, XML tags, meta-prompts, evals as core IP.
Meta-prompting + role assignment are key for reliable, agent-like behaviors.
⚙️ Key Learning
→ Top AI startups use "manager-style" hyper-specific... See more
This week, Google announced a doubling of Gemini Pro 1.5's input context window from 1 million to 2 million tokens, and OpenAI released GPT-4o, which generates tokens 2x faster and 50% cheaper than GPT-4 Turbo and natively accepts and generates multimodal tokens. I view these developments as the latest in an 18-month trend. Given the improvements... See more
Andrew Ngx.com
"The Prompt Engineering Playbook for Programmers"
My free write-up: https://t.co/kH09dwYBHa ✍️
The difference between a vague "fix my code" request and a well-crafted prompt can mean the difference between generic, unhelpful advice and precise, actionable solutions that accelerate your... See more
