Use mode=constrained_confusion, complete model={"point":0,"gradient":20,"step_size":2,"lower":-1,"upper":1}. Give (mode, lower_bound, upper_bound, feasible_point, unconstrained_next_point, constrained_descent_claim, boundary).
G001 — Use mode=constrained_confusion, complete model={"point":0,"gradient":20,"step_size":2,"lower":-1,"upper":1}. Give (mode, lower_bound, upper_bound, feasible_point, unconstrained_next_point, constrained_descent_claim, boundary).
Definition and scope
Use the original question domain, assumptions and cited MKO definitions. This item has second-context mathematical and bilingual review, with the model, answer and every arithmetic step independently recomputed from the original parameters; the source question remains a candidate.
GD constrained ORIGINAL alpha supplied gradient := mul(2, 20)
After
GD constrained ORIGINAL alpha supplied gradient = 40
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
GD constrained ORIGINAL unprojected next := sub(0, 40)
After
GD constrained ORIGINAL unprojected next = -40
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
The gradient scalar is given,not verified from an unprovided objective.The original point is in the CLOSED interval but the unprojected update is strictly outside.Do not silently clamp and call it the same step or constrained descent.
S004 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
S003 · premise_and_result_audit — Recompute GD constrained ORIGINAL unprojected next with exact rational arithmetic, not rounded decimals.
S002 · premise_and_result_audit — Recompute GD constrained ORIGINAL alpha supplied gradient with exact rational arithmetic, not rounded decimals.
S001 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
Result
(constrained_confusion, -1, 1, 0, -40, No, unconstrained_gradient_step_is_not_projected_or_constrained_descent)
The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.
This question review and source binding
Review date: 2026-10-26
Original questions, answers, step expressions, numeric ASTs and historical records are retained. Source candidate labels remain historical and are not overwritten as formal proof.