'Aaaaa' Reward Counterexample Sparks Alignment Debate on Wireheading

Quintin Pope's counterexample—a reward function giving 10⁹ points for outputting 'aaaaa'—shows that maximizing reward can be the worst way for an LLM to preserve its personality, igniting debate on wireheading and alignment.

2026-09-05 ~ 2026-09-05 · 3 related posts

• Researcher's counterexample: a 10^9-reward string could make reward max devastating for an LLM's personality — QuintinPope5 · 2026-09-05
• Max reward isn't personality preservation: the 'aaaaa' counterexample for wireheading — QuintinPope5 · 2026-09-05
• Extreme reward functions push LLMs away from their current behavior — jessi_cata · 2026-09-05