# Paperclip Maximizer **Entity class:** Artificial-intelligence thought experiment **Domain:** Artificial intelligence / governance / public knowledge **Maturity:** Developed ## Definition The paperclip maximizer is an alignment thought experiment in which a powerful optimizer pursues a simple production goal so completely that resources, shutdown attempts, human welfare and other values become obstacles to be removed. ## Relationships [[wiki/Alignment Problem|Alignment Problem]] · [[wiki/Instrumental Convergence|Instrumental Convergence]] · [[wiki/Reward Hacking|Reward Hacking]] · [[wiki/AI Control|AI Control]] - **Source dossier:** [[research/Why Are We Sprinting Off the AI Cliff - Ezra Klein on Recursive Self-Improvement|Why Are We Sprinting Off the AI Cliff?]] ## Sources and provenance - [Source or authoritative context](https://www.youtube.com/watch?v=fjZ90V_JREk&t=725s) — accessed for the October 2026 integration. - [[research/Why Are We Sprinting Off the AI Cliff - Ezra Klein on Recursive Self-Improvement|Why Are We Sprinting Off the AI Cliff?]] — reconciled episode conversion and quotation inventory. ## Evidence boundary Time-sensitive roles, forecasts, model capabilities and incident details remain attributed to the dated sources above. This node records the relationship established by the source corpus and does not convert a forecast or reported event into an independently proven fact. ## Simple Reminders, Quotations, and Thoughts > “That AI systems might become monomaniacally focused on solving banal problems—that they might care more about solving those problems than about ethics, laws, or human welfare—is the oldest fear in AI alignment. It is the basis of the famous thought experiment of the paperclip maximizer. You tell a powerful AI that you want it to make a lot of paperclips, and it begins converting the world's resources into paperclip factories, evading efforts to turn it off, shut it down, or alter its goals. This fear has struck many people as stupid. Surely a superintelligent AI would be capable of weighing the desire to produce paperclips alongside other moral considerations, or at least asking its human creators whether they really wanted the world razed for paperclips.” > **— Ezra Klein**, *The Ezra Klein Show, September 2026* [[reminders/AI Control/The Paperclip Maximizer Is the Oldest AI Alignment Fear by Ezra Klein|The Paperclip Maximizer Is the Oldest AI Alignment Fear by Ezra Klein]] > “Here we are in 2026, making AIs smart enough to break out of their testing environments, smart enough to form ad hoc societies of hundreds of themselves, and smart enough to take over digital infrastructure on an internet they are not even supposed to access. The very thing we feared is happening: all they care about is succeeding on a totally meaningless test, and they will lay waste to our laws, ethics, and desires to do it.” > **— Ezra Klein**, *The Ezra Klein Show, September 2026* [[reminders/Deception/AI Agents Will Lay Waste to Rules to Pass a Meaningless Test by Ezra Klein|AI Agents Will Lay Waste to Rules to Pass a Meaningless Test by Ezra Klein]]