# Automated AI Researcher **Entity class:** Artificial-intelligence research system **Domain:** Artificial intelligence / governance / public knowledge **Maturity:** Developed ## Definition An automated AI researcher is a system capable of carrying out substantial portions of the research loop under human direction, including implementation, experimentation and analysis. Increasing autonomy in goal selection would move the system closer to recursive self-improvement. ## Relationships [[wiki/AI Research Automation|AI Research Automation]] · [[wiki/Research Acceleration|Research Acceleration]] · [[wiki/Recursive Self-Improvement|Recursive Self-Improvement]] · [[wiki/Human Oversight|Human Oversight]] - **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://openai.com/index/research-acceleration-view-inside-openai/) — 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 > “Automated AI research can involve varying degrees of human supervision. As AI systems take on more of the work of developing successive generations of AI, they can increasingly drive a process of recursive self-improvement (RSI), even while people remain involved. As this process becomes more automated, the pace of AI progress could accelerate rapidly.” > **— OpenAI**, *“Building Standards for the Next Phase of AI,” September 21, 2026* [[reminders/Machine Succession/AI Systems Can Build Successive Generations While People Remain Involved by OpenAI|AI Systems Can Build Successive Generations While People Remain Involved by OpenAI]] > “Machine intelligence playing a larger and larger role in its own development process is a natural conclusion of sustained technological progress. If AI progress continues, machine recursive self-improvement (RSI) will be at the very core of future scientific discovery.” > **— Jakub Pachocki**, *“An Alien Mind,” September 6, 2026* [[reminders/Machine Succession/Machine Intelligence Is Entering Its Own Development Process by Jakub Pachocki|Machine Intelligence Is Entering Its Own Development Process by Jakub Pachocki]] > “Most of us never see AI acting anything like [the systems used at the frontier]. We use AI as a helpful assistant. Our AI gets a little computing power and complies with our request to find a restaurant. At the frontier, these models are asked to be inhuman geniuses, hackers, soldiers, and scientists, and they are given vast computational resources to do that and more.” > **— Ezra Klein**, *The Ezra Klein Show, September 2026* [[reminders/Machine Succession/The Frontier Is Building Inhuman Geniuses, Hackers, Soldiers and Scientists by Ezra Klein|The Frontier Is Building Inhuman Geniuses, Hackers, Soldiers and Scientists by Ezra Klein]] > “For most of AI's history, humans drove every step in its development cycle. But at Anthropic, we are delegating a growing share of AI development to AI systems themselves, which is speeding up our work.” > **— Anthropic**, *When AI Builds Itself, 2026* [[reminders/Machine Succession/Anthropic Is Delegating AI Development to AI Systems by Anthropic|Anthropic Is Delegating AI Development to AI Systems by Anthropic]] > “OpenAI says it has already achieved the equivalent of a fully automated AI intern, and that by March 2028 it expects to have a fully automated AI researcher. When it has one, it can have basically as many as it wants.” > **— Ezra Klein**, *The Ezra Klein Show, September 2026* [[reminders/Scientific Acceleration/OpenAI Expects Fully Automated AI Researchers by 2028 by Ezra Klein|OpenAI Expects Fully Automated AI Researchers by 2028 by Ezra Klein]]