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Reports, research notes, and technical papers from Dipp AI Research. Search by topic or date; registered readers can download the full PDFs.
Featured report
The Enterprise Superintelligence Report, Vol. I
Thirty-seven pages on the trust gap in enterprise AI, the failure modes of Human-in-the-Loop, and the seven components of an agentic control plane.
Volume I establishes the category: enterprises are not short of capable models, they are short of a control plane that can name who authorized an action. The report documents the incidents, sets out Human-in-the-Role as the accountability model, specifies the seven components of Orcher, and defines the Verified Execution Cycle as the unit of value. 191 citations.
Figure · Orcher™
Executive summary — headline findings
FIG. P03-01
78%
of enterprises run AI agents in production
Vol. I, p.3
28%
can trace an agent action end to end
Vol. I, p.6
54%
reported an agent-related incident
Vol. I, p.2
38%
can name an accountable owner
up from 7% — Vol. I, p.2
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