May 18, 2026
From MaskNet to Grok: A Technical Read of the 2026 X Algorithm Release
A deep read of xai-org/x-algorithm: the eight-stage home-mixer pipeline, the Grok-1-derived Phoenix ranker, candidate-i
Read MoreFIELD NOTES
Writing from the work.
Architecture decisions, deployment posture, and the operational details that rarely make it into briefs. Plus a few interactive data tools we have built for ourselves.
Mar 20, 2026
Inside a Multi‑Billion‑Row Community Notes–Style Export: Notes, Ratings, Status, and Eligibility
Public Community Notes–style programs produce rich tabular exports: every **note
Read MoreMORE NOTES
Older field notes.
More writing from the work, engagement notes, data tools, and operational details from across the practice.
May 18, 2026
From MaskNet to Grok: A Technical Read of the 2026 X Algorithm Release
A deep read of xai-org/x-algorithm: the eight-stage home-mixer pipeline, the Grok-1-derived Phoenix ranker, candidate-i
Read More
Mar 20, 2026
Inside a Multi‑Billion‑Row Community Notes–Style Export: Notes, Ratings, Status, and Eligibility
Public Community Notes–style programs produce rich tabular exports: every **note
Read More
Mar 11, 2026
Iran Petrol, US-Iran War Impact
Interactive long-form analysis of global petrol prices and economic impact after the 2026 US-Iran conflict and the Stra
Read MoreENGAGE
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