Ask who invented the telephone and most people will say Alexander Graham Bell. The actual history is more contested. Ask who created the first operational internet protocol and most people cannot answer. Ask who developed the foundational mathematics behind the systems now running global AI infrastructure and the names are largely unknown outside academic literature.
Attribution failure is not a new problem. But it has a new structure and a new scale. In a world where AI systems are trained on aggregated human output, where institutional memory is managed by algorithms, and where the economic value of an idea can be extracted without any traceable connection to its origin, attribution failure has become a mechanism of structural extraction.
The MARLOWE framework defines attribution integrity as the unbroken chain between creator and creation. It is not merely a matter of credit. It is a matter of operational provenance — the timestamped, documented, verifiable record that connects a specific idea, methodology, or framework to the specific human being who originated it, at the specific moment they did so.
When attribution fails, what disappears is not just credit. What disappears is the legal standing that enables enforcement of intellectual property rights. The whistleblower protection that requires documented origination. The moral and philosophical authority that comes from being demonstrably first. The commercial rights that attach to verified prior art. Attribution is not sentiment. Attribution is standing. And standing, once lost, is very difficult to recover.
The Ghost Load™ of attribution failure is the extraction of value from the originating node without compensation, recognition, or rights. The idea continues to function. The systems built from it continue to operate. The economic value continues to be generated. But it flows to the entities that operationalized the idea, not to the person who originated it. The gap between value generated and value received is the extraction. The absence of a timestamped, anchored attribution record is the mechanism that makes the extraction invisible.
This is why every document in the MARLOWE framework carries a prior art anchor. November 7, 2025 is not a ceremonial date. It is an evidentiary one. It is the moment that precedes every subsequent institutional action described in this body of work — every regulatory confirmation, every governance event, every technical validation. The anchor is the proof that the origin preceded the confirmation. Without it, the confirmation could be mistaken for the source.
The question of what happens when attribution fails is not abstract. Rosalind Franklin’s X-ray crystallography produced the image that revealed the structure of DNA. The Nobel Prize went to Watson and Crick. The extraction was not accidental. It was structural. The system had no mechanism to preserve her standing. The MARLOWE framework was built, in part, to be that mechanism — for this work, for this framework, for this moment in history when the extraction of original thought is running at unprecedented scale.