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Fast Forwod

Deep dives into the biomechanics, thermodynamic modeling, and distributed systems architecture powering the Forwod engine.

Anthropometry
Informatics
Metrology
Bioenergetics
Biomechanics
Physics
April 16, 2026

The Generalisation Trap: Deconstructing the 1955 Cadaver Heuristic

Deconstructing the legacy anthropometric data of the 1950s and how the Forwod engine mathematically rejects static baseline mass tables.

March 28, 2026

The "Mach-7 Crash": Proportional Pacing and the Physics of Blind Telemetry

Resolving blind telemetry gaps using biologically defensible pacing heuristics to prevent aerodynamic calculation collapse.

February 14, 2026

Estimating Non-Linear Power Degradation in Elite Athletes

An analysis of how our engine interpolates maximum power outputs across varying multi-modal time domains using thermodynamic models.

January 24, 2026

Modeling Divergence: Gravity Mechanics vs. Fluid Dynamics in Ergs

Breaking down the math that separates linear barbell displacement from exponential velocity scaling on dynamic monostructural machines.

January 3, 2026

Fast Forwod: The Transition from Heuristic Estimation to Deterministic Kinematics

Transitioning from optical pulse proxies and probability matrices to strict deterministic mechanics bridging the gap in modern sports science.