Aug 8, 2026 · Artificial Intelligence

Cutting 80% of Claude’s System Prompts Still Yields Strong Performance

Anthropic removed more than 80% of Claude Opus 5’s system prompts, yet coding benchmarks stayed strong; the article explains the concepts of attention budget and marginal diminishing returns, details the concrete prompt reductions, and shows a side‑by‑side test where short prompts outperform long ones in code generation and functionality.

AI CodingAnthropicAttention Budget

0 likes · 15 min read

Cutting 80% of Claude’s System Prompts Still Yields Strong Performance

o-ai.tech

Mar 18, 2026 · Artificial Intelligence

7 Proven Techniques to Use AI Like the Top 1% of Users

This article presents a step‑by‑step guide—including the AIM and MAP frameworks, tool selection, prompt debugging, expert‑mode prompting, and five verification methods—to dramatically improve AI interaction quality, backed by research from Anthropic, OpenAI, and Harvard Kennedy School.

AI hallucinationAI promptingAIM framework

0 likes · 14 min read

7 Proven Techniques to Use AI Like the Top 1% of Users