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Publish generalized convex exact native reproduction
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{
"assessment": "verified",
"claim": 1,
"destructive_control": {
"errors": [
0.5,
0.5,
0.5,
0.5
],
"mutation": "negate the conjugate intercept sign"
},
"error_vs_spacing_exponent": 2.0,
"exact_theorem_rate_for_instance": "||f-f_grid||_infinity=h\u00b2/8",
"finite_grid_rows": [
{
"atoms": 5,
"cells_exhausted": 4,
"exact_uniform_error": "1/32",
"spacing": 0.5,
"uniform_error": 0.03125
},
{
"atoms": 9,
"cells_exhausted": 8,
"exact_uniform_error": "1/128",
"spacing": 0.25,
"uniform_error": 0.0078125
},
{
"atoms": 17,
"cells_exhausted": 16,
"exact_uniform_error": "1/512",
"spacing": 0.125,
"uniform_error": 0.001953125
},
{
"atoms": 33,
"cells_exhausted": 32,
"exact_uniform_error": "1/2048",
"spacing": 0.0625,
"uniform_error": 0.00048828125
},
{
"atoms": 65,
"cells_exhausted": 64,
"exact_uniform_error": "1/8192",
"spacing": 0.03125,
"uniform_error": 0.0001220703125
},
{
"atoms": 129,
"cells_exhausted": 128,
"exact_uniform_error": "1/32768",
"spacing": 0.015625,
"uniform_error": 3.0517578125e-05
}
],
"literal_claim": "Theorem 1 (Section V.A) establishes that finitely \u1ef8-convex functions form a dense subset of all \u1ef8-convex functions, giving a universal approximation property for generalized convex functions.",
"native_instance": "Phi(x,y)=xy on X=Y=[-1,1], f(x)=x\u00b2/2, f^X(y)=y\u00b2/2"
}