Ashby — Winter Descending Best

# Pre-winter exploration evaluate N_initial candidates -> store scores # Detect winter if resource_rate < threshold: compute λ = (expected_remaining_resources)/(cost_per_eval + ε) select top_k where k = ceil(k0 * (1 - λ)) allocate remaining resources to exploit top_k # Recovery if resource_rate recovers beyond τ: resume exploration

| Feature | Ashby Wax Jacket | Winter Ashby | |---------|----------------|---------------| | Main Material | 6oz Sylkoil Waxed Cotton | 81% Polyester / 19% Cotton with PU membrane | | Lining | Light tartan lining | Diamond-quilted insulation | | Hood | No | Yes, removable | | Water Resistance | Good (requires re-waxing) | Excellent (built-in waterproof backing) | | Best Use | Fall / Spring, light winter | True winter, rain / snow | | Layering Compatibility | Zip-in liners (optional) | Zip-in liners (optional) | ashby winter descending best

The Aesthetic of Ashby Winter