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
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.
May 18, 2026
A deep read of xai-org/x-algorithm: the eight-stage home-mixer pipeline, the Grok-1-derived Phoenix ranker, candidate-i
Read MoreMar 20, 2026
Public Community Notes–style programs produce rich tabular exports: every **note
Read MoreMORE NOTES
More writing from the work, engagement notes, data tools, and operational details from across the practice.
May 18, 2026
A deep read of xai-org/x-algorithm: the eight-stage home-mixer pipeline, the Grok-1-derived Phoenix ranker, candidate-i
Read MoreMar 20, 2026
Public Community Notes–style programs produce rich tabular exports: every **note
Read MoreMar 11, 2026
Interactive long-form analysis of global petrol prices and economic impact after the 2026 US-Iran conflict and the Stra
Read MoreENGAGE
We work best when we are embedded early, alongside the team that owns the mission, the data, and the operational risk. Government, commercial enterprise, or defence: if your environment is regulated, sensitive, or air-gapped, that is where we are most useful.