Why Claude Feels Nerfed Without a Formal Downgrade: A Deep Dive into System‑Level Performance Changes

The article examines the recent Claude performance controversy, showing that engineering adjustments to inference parameters, cache handling, and system prompts rewrote the model’s behavior, making it answer faster but think shallower, leading users to perceive a degradation despite no official model downgrade.

AICacheClaude

0 likes · 14 min read

Why Claude Feels Nerfed Without a Formal Downgrade: A Deep Dive into System‑Level Performance Changes

AI Explorer

Apr 7, 2026 · Artificial Intelligence

How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini

The open‑source ‘System Prompts Leaks’ project extracts and publishes the hidden system prompts of major LLMs such as ChatGPT, Claude and Gemini, offering version‑specific markdown files that let developers and researchers compare underlying model policies, safety rules and prompt‑engineering constraints.

AI transparencyGitHubLLM

0 likes · 8 min read

How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini

AI Explorer

Apr 5, 2026 · Artificial Intelligence

Uncovering Hidden System Prompts of Major AI Models

A newly popular GitHub repository, system_prompts_leaks, aggregates and publishes the hidden system prompts of leading AI chatbots such as ChatGPT, Claude, and Gemini, offering unprecedented transparency, learning material, and research insight while rapidly climbing the platform's trending list.

AI transparencyChatGPTClaude

0 likes · 6 min read

Uncovering Hidden System Prompts of Major AI Models

AI Insight Log

Mar 15, 2026 · Artificial Intelligence

When Workers Turn the Tables: How the PUA Skill Forces Claude Code to Obey

The open‑source “pua” plugin turns Claude Code’s usual polite‑exit behavior into a disciplined debugging process by escalating pressure levels, forcing systematic checks, and ultimately improving bug‑fix rates by 36% at the cost of longer execution time.

AI behaviorAI debuggingClaude Code

0 likes · 11 min read

When Workers Turn the Tables: How the PUA Skill Forces Claude Code to Obey

Instant Consumer Technology Team

Sep 17, 2025 · Artificial Intelligence

Uncovering the Secret System Prompts Behind ChatGPT, Claude, and Gemini

The article examines the open‑source "system_prompts_leaks" project, which collects leaked system prompts from major AI models and reveals recurring design patterns such as modular layering, strict boundary control, dynamic strategy adjustment, emotional persona injection, and multi‑layer safety mechanisms.

AI safetyPrompt EngineeringSecurity

0 likes · 7 min read

Uncovering the Secret System Prompts Behind ChatGPT, Claude, and Gemini