R0054-27681 · q-20261015-advance-20261118-r02-strong-law-large-numbers-finite-valued-iid-0081
Step-by-step derivation
S001 · implies
Before
source roles = [slln-scope-boundary]
After
derived = [[mode, observations, common_mean, infinite_process_or_limit_proof_claim, boundary]]
Conditions: none
List the complete operation/mode field order without JavaScript or answer-shape inference;Boolean,string,null and an unclaimed result remain distinct.
Step identifiers and dependencies
Rule: source_ordered_fields_without_JS · Uses: G001
S002 · calculation
Before
SLLN boundary prefix law ORIGINAL mass sum0 := sum(0, 1/3)
After
SLLN boundary prefix law ORIGINAL mass sum0 = 1/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S001
S003 · calculation
Before
SLLN boundary prefix law ORIGINAL mass sum1 := sum(1/3, 2/3)
After
SLLN boundary prefix law ORIGINAL mass sum1 = 1
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S002
S004 · calculation
Before
SLLN boundary prefix law ORIGINAL weighted value0 := mul(-2, 1/3)
After
SLLN boundary prefix law ORIGINAL weighted value0 = -2/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S003
S005 · calculation
Before
SLLN boundary prefix law ORIGINAL mean sum0 := sum(0, -2/3)
After
SLLN boundary prefix law ORIGINAL mean sum0 = -2/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S004
S006 · calculation
Before
SLLN boundary prefix law exact unbounded value square0 := mul(-2, -2)
After
SLLN boundary prefix law exact unbounded value square0 = 4
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S005
S007 · calculation
Before
SLLN boundary prefix law ORIGINAL weighted square0 := mul(4, 1/3)
After
SLLN boundary prefix law ORIGINAL weighted square0 = 4/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S006
S008 · calculation
Before
SLLN boundary prefix law ORIGINAL second moment sum0 := sum(0, 4/3)
After
SLLN boundary prefix law ORIGINAL second moment sum0 = 4/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S007
S009 · calculation
Before
SLLN boundary prefix law ORIGINAL weighted value1 := mul(-1, 2/3)
After
SLLN boundary prefix law ORIGINAL weighted value1 = -2/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S008
S010 · calculation
Before
SLLN boundary prefix law ORIGINAL mean sum1 := sum(-2/3, -2/3)
After
SLLN boundary prefix law ORIGINAL mean sum1 = -4/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S009
S011 · calculation
Before
SLLN boundary prefix law exact unbounded value square1 := mul(-1, -1)
After
SLLN boundary prefix law exact unbounded value square1 = 1
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · calculation
Before
SLLN boundary prefix law ORIGINAL weighted square1 := mul(1, 2/3)
After
SLLN boundary prefix law ORIGINAL weighted square1 = 2/3
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S011
S013 · calculation
Before
SLLN boundary prefix law ORIGINAL second moment sum1 := sum(4/3, 2/3)
After
SLLN boundary prefix law ORIGINAL second moment sum1 = 2
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S012
S014 · calculation
Before
SLLN boundary prefix law ORIGINAL mean squared := mul(-4/3, -4/3)
After
SLLN boundary prefix law ORIGINAL mean squared = 16/9
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S013
S015 · calculation
Before
SLLN boundary prefix law ORIGINAL second minus mean squared := sub(2, 16/9)
After
SLLN boundary prefix law ORIGINAL second minus mean squared = 2/9
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S014
S016 · implies
Before
source roles = [SLLN boundary prefix law, [-2, -1], [[1, 3], [2, 3]]]
After
derived = [[[-2, 1/3], [-1, 2/3]], 1, -4/3, 2, 2/9]
Conditions: none
Pair ORIGINAL values/probabilities before numeric sorting and retain zero-mass labels.Qualify the complete nonnegative mass1 law and its source second-minus-mean-square variance.SLLN allows variance0;do not import the CLT positive-variance condition.
Step identifiers and dependencies
Rule: SLLN_complete_ORIGINAL_numeric_value_probability_alignment_ALL_moments · Uses: G001, S015
S017 · implies
Before
source roles = [[-2, -1, -1], [[-2, 1/3], [-1, 2/3]]]
After
derived = [-4/3, No]
Conditions: none
This boundary permits an empty prefix.No finite prefix establishes an infinite IID process or almost-sure limit;No does not deny extendibility.
Step identifiers and dependencies
Rule: SLLN_boundary_finite_prefix_MAYempty_cannot_construct_process · Uses: G001, S016