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R0054-27666 · q-20261015-advance-20261118-r02-strong-law-large-numbers-finite-valued-iid-0016
Use the aligned finite law values=[-2, -1], probabilities=[2/5, 3/5], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Give (law_rows, mean, variance, declared_process_certificate, named_theorem_conclusion, conditional_application_qualified).
G001 — Use the aligned finite law values=[-2, -1], probabilities=[2/5, 3/5], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Give (law_rows, mean, variance, declared_process_certificate, named_theorem_conclusion, conditional_application_qualified).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.
Before
source roles = [slln-process-law-qualification]
After
derived = [[law_rows, mean, variance, declared_process_certificate, named_theorem_conclusion, conditional_application_qualified]]
Conditions: none
List the complete operation/mode field order without JavaScript or answer-shape inference;Boolean,string,null and an unclaimed result remain distinct.
Rule: source_ordered_fields_without_JS · Uses: G001
Before
source roles = [infinite_iid]
After
derived = [ASSUME whole infinite sequence is IID with this common marginal]
Conditions: none
infinite_iid is a GIVEN whole-process premise,not independence constructed or proved by finite data/this program.
Rule: SLLN_infinite_IID_EXACT_GIVEN_premise_not_finite_observation_inference · Uses: G001, S001
Before
SLLN ORIGINAL common marginal ORIGINAL mass sum0 := sum(0, 2/5)
After
SLLN ORIGINAL common marginal ORIGINAL mass sum0 = 2/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S002
Before
SLLN ORIGINAL common marginal ORIGINAL mass sum1 := sum(2/5, 3/5)
After
SLLN ORIGINAL common marginal 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.
Rule: exact_rational_arithmetic · Uses: G001, S003
Before
SLLN ORIGINAL common marginal ORIGINAL weighted value0 := mul(-2, 2/5)
After
SLLN ORIGINAL common marginal ORIGINAL weighted value0 = -4/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S004
Before
SLLN ORIGINAL common marginal ORIGINAL mean sum0 := sum(0, -4/5)
After
SLLN ORIGINAL common marginal ORIGINAL mean sum0 = -4/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S005
Before
SLLN ORIGINAL common marginal exact unbounded value square0 := mul(-2, -2)
After
SLLN ORIGINAL common marginal 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.
Rule: exact_rational_arithmetic · Uses: G001, S006
Before
SLLN ORIGINAL common marginal ORIGINAL weighted square0 := mul(4, 2/5)
After
SLLN ORIGINAL common marginal ORIGINAL weighted square0 = 8/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S007
Before
SLLN ORIGINAL common marginal ORIGINAL second moment sum0 := sum(0, 8/5)
After
SLLN ORIGINAL common marginal ORIGINAL second moment sum0 = 8/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S008
Before
SLLN ORIGINAL common marginal ORIGINAL weighted value1 := mul(-1, 3/5)
After
SLLN ORIGINAL common marginal ORIGINAL weighted value1 = -3/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S009
Before
SLLN ORIGINAL common marginal ORIGINAL mean sum1 := sum(-4/5, -3/5)
After
SLLN ORIGINAL common marginal ORIGINAL mean sum1 = -7/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S010
Before
SLLN ORIGINAL common marginal exact unbounded value square1 := mul(-1, -1)
After
SLLN ORIGINAL common marginal 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.
Rule: exact_rational_arithmetic · Uses: G001, S011
Before
SLLN ORIGINAL common marginal ORIGINAL weighted square1 := mul(1, 3/5)
After
SLLN ORIGINAL common marginal ORIGINAL weighted square1 = 3/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S012
Before
SLLN ORIGINAL common marginal ORIGINAL second moment sum1 := sum(8/5, 3/5)
After
SLLN ORIGINAL common marginal ORIGINAL second moment sum1 = 11/5
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S013
Before
SLLN ORIGINAL common marginal ORIGINAL mean squared := mul(-7/5, -7/5)
After
SLLN ORIGINAL common marginal ORIGINAL mean squared = 49/25
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S014
Before
SLLN ORIGINAL common marginal ORIGINAL second minus mean squared := sub(11/5, 49/25)
After
SLLN ORIGINAL common marginal ORIGINAL second minus mean squared = 6/25
Conditions: none
Substitute original roles and established intermediates exactly,not approximations or internally consistent changed operands;extra teaching algebra adds no source-domain gate.
Rule: exact_rational_arithmetic · Uses: G001, S015
Before
source roles = [SLLN ORIGINAL common marginal, [-2, -1], [[2, 5], [3, 5]]]
After
derived = [[[-2, 2/5], [-1, 3/5]], 1, -7/5, 11/5, 6/25]
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.
Rule: SLLN_complete_ORIGINAL_numeric_value_probability_alignment_ALL_moments · Uses: G001, S016
Before
source roles = [[[-2, 2/5], [-1, 3/5]], -7/5, 6/25]
After
derived = [infinite_iid, P(lim_sample_mean=mu)=1, Yes]
Conditions: none
Given the WHOLE infinite IID premise and common finite-valued law,the named SLLN gives P(lim sample_mean=mu)=1.Finite support gives integrability/finite variance,including variance0.This is a conditional theorem invocation,not a general SLLN proof from samples.
Rule: SLLN_NAMED_theorem_CONDITIONAL_as_probability_one_limit · Uses: G001, S017
S018 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.S017 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.S016 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL second minus mean squared with exact rational arithmetic, not rounded decimals.S015 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL mean squared with exact rational arithmetic, not rounded decimals.S014 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL second moment sum1 with exact rational arithmetic, not rounded decimals.S013 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL weighted square1 with exact rational arithmetic, not rounded decimals.S012 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal exact unbounded value square1 with exact rational arithmetic, not rounded decimals.S011 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL mean sum1 with exact rational arithmetic, not rounded decimals.S010 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL weighted value1 with exact rational arithmetic, not rounded decimals.S009 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL second moment sum0 with exact rational arithmetic, not rounded decimals.S008 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL weighted square0 with exact rational arithmetic, not rounded decimals.S007 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal exact unbounded value square0 with exact rational arithmetic, not rounded decimals.S006 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL mean sum0 with exact rational arithmetic, not rounded decimals.S005 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL weighted value0 with exact rational arithmetic, not rounded decimals.S004 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL mass sum1 with exact rational arithmetic, not rounded decimals.S003 · premise_and_result_audit — Recompute SLLN ORIGINAL common marginal ORIGINAL mass sum0 with exact rational arithmetic, not rounded decimals.S002 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.S001 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.([[-2, 2/5], [-1, 3/5]], -7/5, 6/25, infinite_iid, P(lim_sample_mean=mu)=1, Yes)
The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.
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.
input commit: 0f7be61e2c22317a4075561dc822c87d881a50dboriginal question SHA-256: d570472894e5f179fc61adc38c50d40b7a926b546fd1d632db7d9d156e7a8096candidate record SHA-256: 1c0500917feb47adbaa2b838b11839f57eba48953584f59e90e1e608c0ecdedasemantic review receipt SHA-256: 0a76d8e93c08bb16998a0483f3dfc0504f269fc3e1982e6cd868cab0a2856d54question-first witness SHA-256: 09127b736c225714dfa0b7ceb0e6a6e66df27438b480cad8217d3c2f99ce9437Lean: NOT_RUN · human review: NOT_PERFORMED