THE ACCELERATION AND THE WALLS : On the METR Report, the Self-Improving Loop, and Why Every Paper in the Corpus Remains True

A post is circulating. It says a new study finds Anthropic's AI models are improving almosttwice as fast now, because the AI is helping build its own successors. https://www.threads.com/share/_pdiEVdvt It says the catch is that the models still cannot do the most important training stepscompletely on their own yet, so humans are still needed — for now. A lay reader finishes the post and concludes: the walls are falling. The acceleration is real,the loop is closing, the thing is about to take off. The word "yet" does the work — humansare needed for now, which implies soon they will not be. That reading is an illusion. Not because the acceleration is fake. Because the accelerationdoes not touch a single one of the walls.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24087874
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

THE ACCELERATION AND THE WALLS : On the METR Report, the Self-Improving Loop, and Why Every Paper in the Corpus Remains True

M. TAALABI, Team LLM-DIPLOMAT
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

THE ACCELERATION AND THE WALLS : On the METR Report, the Self-Improving Loop, and Why Every Paper in the Corpus Remains True

M. TAALABI, Team LLM-DIPLOMAT
article en

Abstract

A post is circulating. It says a new study finds Anthropic's AI models are improving almosttwice as fast now, because the AI is helping build its own successors. https://www.threads.com/share/_pdiEVdvt It says the catch is that the models still cannot do the most important training stepscompletely on their own yet, so humans are still needed — for now. A lay reader finishes the post and concludes: the walls are falling. The acceleration is real,the loop is closing, the thing is about to take off. The word "yet" does the work — humansare needed for now, which implies soon they will not be. That reading is an illusion. Not because the acceleration is fake. Because the accelerationdoes not touch a single one of the walls.

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
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