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Question 27620: The Complete Fixed-n Deviation Event Is Separate from an Almost-Sure Limit

On this page
  1. Original question and givens
  2. Definition and scope
  3. Step-by-step derivation
  4. Reverse checks
  5. Result
  6. This question review and source binding

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R0054-27620 · q-20261015-advance-20261118-r02-strong-law-large-numbers-finite-valued-iid-0070

Original question and givens

Use the aligned finite law values=[2, 3], probabilities=[1/2, 1/2], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Use n=4 and epsilon=2/4>0; the event is |sample_mean−mu|≥epsilon. Give (n, common_mean, epsilon, deviating_joint_word_count, deviation_probability, event_scope, almost_sure_limit_proof_claim, boundary).

  • G001 — Use the aligned finite law values=[2, 3], probabilities=[1/2, 1/2], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Use n=4 and epsilon=2/4>0; the event is |sample_mean−mu|≥epsilon. Give (n, common_mean, epsilon, deviating_joint_word_count, deviation_probability, event_scope, almost_sure_limit_proof_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.

Step-by-step derivation

S001 · implies

Before

source roles = [slln-fixed-n-deviation]

After

derived = [[n, common_mean, epsilon, deviating_joint_word_count, deviation_probability, event_scope, almost_sure_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 · implies

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.

Step identifiers and dependencies

Rule: SLLN_infinite_IID_EXACT_GIVEN_premise_not_finite_observation_inference · Uses: G001, S001

S003 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL mass sum0 := sum(0, 1/2)

After

SLLN ORIGINAL common marginal ORIGINAL mass sum0 = 1/2

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, S002

S004 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL mass sum1 := sum(1/2, 1/2)

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.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL weighted value0 := mul(2, 1/2)

After

SLLN ORIGINAL common marginal ORIGINAL weighted value0 = 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, S004

S006 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL mean sum0 := sum(0, 1)

After

SLLN ORIGINAL common marginal ORIGINAL mean sum0 = 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, S005

S007 · calculation

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.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S006

S008 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL weighted square0 := mul(4, 1/2)

After

SLLN ORIGINAL common marginal ORIGINAL weighted square0 = 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, S007

S009 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL second moment sum0 := sum(0, 2)

After

SLLN ORIGINAL common marginal ORIGINAL second moment sum0 = 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, S008

S010 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL weighted value1 := mul(3, 1/2)

After

SLLN ORIGINAL common marginal ORIGINAL weighted value1 = 3/2

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, S009

S011 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL mean sum1 := sum(1, 3/2)

After

SLLN ORIGINAL common marginal ORIGINAL mean sum1 = 5/2

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, S010

S012 · calculation

Before

SLLN ORIGINAL common marginal exact unbounded value square1 := mul(3, 3)

After

SLLN ORIGINAL common marginal exact unbounded value square1 = 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, S011

S013 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL weighted square1 := mul(9, 1/2)

After

SLLN ORIGINAL common marginal ORIGINAL weighted square1 = 9/2

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 ORIGINAL common marginal ORIGINAL second moment sum1 := sum(2, 9/2)

After

SLLN ORIGINAL common marginal ORIGINAL second moment sum1 = 13/2

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, S013

S015 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL mean squared := mul(5/2, 5/2)

After

SLLN ORIGINAL common marginal ORIGINAL mean squared = 25/4

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, S014

S016 · calculation

Before

SLLN ORIGINAL common marginal ORIGINAL second minus mean squared := sub(13/2, 25/4)

After

SLLN ORIGINAL common marginal ORIGINAL second minus mean squared = 1/4

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, S015

S017 · implies

Before

source roles = [SLLN ORIGINAL common marginal, [2, 3], [[1, 2], [1, 2]]]

After

derived = [[[2, 1/2], [3, 1/2]], 1, 5/2, 13/2, 1/4]

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, S016

S018 · calculation

Before

SLLN ORIGINAL joint word0 integer sum := sum(2, 2, 2, 2)

After

SLLN ORIGINAL joint word0 integer sum = 8

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, S017

S019 · calculation

Before

SLLN ORIGINAL joint word0 mean := div(8, 4)

After

SLLN ORIGINAL joint word0 mean = 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, S018

S020 · calculation

Before

SLLN ORIGINAL joint word0 mean minus mu := sub(2, 5/2)

After

SLLN ORIGINAL joint word0 mean minus mu = -1/2

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, S019

S021 · calculation

Before

SLLN ORIGINAL deviating word0 probability factor0 := mul(1, 1/2)

After

SLLN ORIGINAL deviating word0 probability factor0 = 1/2

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, S020

S022 · calculation

Before

SLLN ORIGINAL deviating word0 probability factor1 := mul(1/2, 1/2)

After

SLLN ORIGINAL deviating word0 probability factor1 = 1/4

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, S021

S023 · calculation

Before

SLLN ORIGINAL deviating word0 probability factor2 := mul(1/4, 1/2)

After

SLLN ORIGINAL deviating word0 probability factor2 = 1/8

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, S022

S024 · calculation

Before

SLLN ORIGINAL deviating word0 probability factor3 := mul(1/8, 1/2)

After

SLLN ORIGINAL deviating word0 probability factor3 = 1/16

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, S023

S025 · calculation

Before

SLLN ORIGINAL deviation probability word0 := sum(0, 1/16)

After

SLLN ORIGINAL deviation probability word0 = 1/16

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, S024

S026 · implies

Before

source roles = [4, 0, [2, 2, 2, 2], 5/2, 1/2]

After

derived = [2, 1/2, Yes, 1/16, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S025

S027 · calculation

Before

SLLN ORIGINAL joint word1 integer sum := sum(2, 2, 2, 3)

After

SLLN ORIGINAL joint word1 integer sum = 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, S026

S028 · calculation

Before

SLLN ORIGINAL joint word1 mean := div(9, 4)

After

SLLN ORIGINAL joint word1 mean = 9/4

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, S027

S029 · calculation

Before

SLLN ORIGINAL joint word1 mean minus mu := sub(9/4, 5/2)

After

SLLN ORIGINAL joint word1 mean minus mu = -1/4

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, S028

S030 · implies

Before

source roles = [4, 1, [2, 2, 2, 3], 5/2, 1/2]

After

derived = [9/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S029

S031 · calculation

Before

SLLN ORIGINAL joint word2 integer sum := sum(2, 2, 3, 2)

After

SLLN ORIGINAL joint word2 integer sum = 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, S030

S032 · calculation

Before

SLLN ORIGINAL joint word2 mean := div(9, 4)

After

SLLN ORIGINAL joint word2 mean = 9/4

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, S031

S033 · calculation

Before

SLLN ORIGINAL joint word2 mean minus mu := sub(9/4, 5/2)

After

SLLN ORIGINAL joint word2 mean minus mu = -1/4

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, S032

S034 · implies

Before

source roles = [4, 2, [2, 2, 3, 2], 5/2, 1/2]

After

derived = [9/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S033

S035 · calculation

Before

SLLN ORIGINAL joint word3 integer sum := sum(2, 2, 3, 3)

After

SLLN ORIGINAL joint word3 integer sum = 10

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, S034

S036 · calculation

Before

SLLN ORIGINAL joint word3 mean := div(10, 4)

After

SLLN ORIGINAL joint word3 mean = 5/2

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, S035

S037 · calculation

Before

SLLN ORIGINAL joint word3 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word3 mean minus mu = 0

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, S036

S038 · implies

Before

source roles = [4, 3, [2, 2, 3, 3], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S037

S039 · calculation

Before

SLLN ORIGINAL joint word4 integer sum := sum(2, 3, 2, 2)

After

SLLN ORIGINAL joint word4 integer sum = 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, S038

S040 · calculation

Before

SLLN ORIGINAL joint word4 mean := div(9, 4)

After

SLLN ORIGINAL joint word4 mean = 9/4

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, S039

S041 · calculation

Before

SLLN ORIGINAL joint word4 mean minus mu := sub(9/4, 5/2)

After

SLLN ORIGINAL joint word4 mean minus mu = -1/4

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, S040

S042 · implies

Before

source roles = [4, 4, [2, 3, 2, 2], 5/2, 1/2]

After

derived = [9/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S041

S043 · calculation

Before

SLLN ORIGINAL joint word5 integer sum := sum(2, 3, 2, 3)

After

SLLN ORIGINAL joint word5 integer sum = 10

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, S042

S044 · calculation

Before

SLLN ORIGINAL joint word5 mean := div(10, 4)

After

SLLN ORIGINAL joint word5 mean = 5/2

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, S043

S045 · calculation

Before

SLLN ORIGINAL joint word5 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word5 mean minus mu = 0

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, S044

S046 · implies

Before

source roles = [4, 5, [2, 3, 2, 3], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S045

S047 · calculation

Before

SLLN ORIGINAL joint word6 integer sum := sum(2, 3, 3, 2)

After

SLLN ORIGINAL joint word6 integer sum = 10

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, S046

S048 · calculation

Before

SLLN ORIGINAL joint word6 mean := div(10, 4)

After

SLLN ORIGINAL joint word6 mean = 5/2

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, S047

S049 · calculation

Before

SLLN ORIGINAL joint word6 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word6 mean minus mu = 0

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, S048

S050 · implies

Before

source roles = [4, 6, [2, 3, 3, 2], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S049

S051 · calculation

Before

SLLN ORIGINAL joint word7 integer sum := sum(2, 3, 3, 3)

After

SLLN ORIGINAL joint word7 integer sum = 11

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, S050

S052 · calculation

Before

SLLN ORIGINAL joint word7 mean := div(11, 4)

After

SLLN ORIGINAL joint word7 mean = 11/4

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, S051

S053 · calculation

Before

SLLN ORIGINAL joint word7 mean minus mu := sub(11/4, 5/2)

After

SLLN ORIGINAL joint word7 mean minus mu = 1/4

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, S052

S054 · implies

Before

source roles = [4, 7, [2, 3, 3, 3], 5/2, 1/2]

After

derived = [11/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S053

S055 · calculation

Before

SLLN ORIGINAL joint word8 integer sum := sum(3, 2, 2, 2)

After

SLLN ORIGINAL joint word8 integer sum = 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, S054

S056 · calculation

Before

SLLN ORIGINAL joint word8 mean := div(9, 4)

After

SLLN ORIGINAL joint word8 mean = 9/4

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, S055

S057 · calculation

Before

SLLN ORIGINAL joint word8 mean minus mu := sub(9/4, 5/2)

After

SLLN ORIGINAL joint word8 mean minus mu = -1/4

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, S056

S058 · implies

Before

source roles = [4, 8, [3, 2, 2, 2], 5/2, 1/2]

After

derived = [9/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S057

S059 · calculation

Before

SLLN ORIGINAL joint word9 integer sum := sum(3, 2, 2, 3)

After

SLLN ORIGINAL joint word9 integer sum = 10

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, S058

S060 · calculation

Before

SLLN ORIGINAL joint word9 mean := div(10, 4)

After

SLLN ORIGINAL joint word9 mean = 5/2

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, S059

S061 · calculation

Before

SLLN ORIGINAL joint word9 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word9 mean minus mu = 0

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, S060

S062 · implies

Before

source roles = [4, 9, [3, 2, 2, 3], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S061

S063 · calculation

Before

SLLN ORIGINAL joint word10 integer sum := sum(3, 2, 3, 2)

After

SLLN ORIGINAL joint word10 integer sum = 10

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, S062

S064 · calculation

Before

SLLN ORIGINAL joint word10 mean := div(10, 4)

After

SLLN ORIGINAL joint word10 mean = 5/2

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, S063

S065 · calculation

Before

SLLN ORIGINAL joint word10 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word10 mean minus mu = 0

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, S064

S066 · implies

Before

source roles = [4, 10, [3, 2, 3, 2], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S065

S067 · calculation

Before

SLLN ORIGINAL joint word11 integer sum := sum(3, 2, 3, 3)

After

SLLN ORIGINAL joint word11 integer sum = 11

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, S066

S068 · calculation

Before

SLLN ORIGINAL joint word11 mean := div(11, 4)

After

SLLN ORIGINAL joint word11 mean = 11/4

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, S067

S069 · calculation

Before

SLLN ORIGINAL joint word11 mean minus mu := sub(11/4, 5/2)

After

SLLN ORIGINAL joint word11 mean minus mu = 1/4

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, S068

S070 · implies

Before

source roles = [4, 11, [3, 2, 3, 3], 5/2, 1/2]

After

derived = [11/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S069

S071 · calculation

Before

SLLN ORIGINAL joint word12 integer sum := sum(3, 3, 2, 2)

After

SLLN ORIGINAL joint word12 integer sum = 10

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, S070

S072 · calculation

Before

SLLN ORIGINAL joint word12 mean := div(10, 4)

After

SLLN ORIGINAL joint word12 mean = 5/2

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, S071

S073 · calculation

Before

SLLN ORIGINAL joint word12 mean minus mu := sub(5/2, 5/2)

After

SLLN ORIGINAL joint word12 mean minus mu = 0

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, S072

S074 · implies

Before

source roles = [4, 12, [3, 3, 2, 2], 5/2, 1/2]

After

derived = [5/2, 0, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S073

S075 · calculation

Before

SLLN ORIGINAL joint word13 integer sum := sum(3, 3, 2, 3)

After

SLLN ORIGINAL joint word13 integer sum = 11

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, S074

S076 · calculation

Before

SLLN ORIGINAL joint word13 mean := div(11, 4)

After

SLLN ORIGINAL joint word13 mean = 11/4

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, S075

S077 · calculation

Before

SLLN ORIGINAL joint word13 mean minus mu := sub(11/4, 5/2)

After

SLLN ORIGINAL joint word13 mean minus mu = 1/4

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, S076

S078 · implies

Before

source roles = [4, 13, [3, 3, 2, 3], 5/2, 1/2]

After

derived = [11/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S077

S079 · calculation

Before

SLLN ORIGINAL joint word14 integer sum := sum(3, 3, 3, 2)

After

SLLN ORIGINAL joint word14 integer sum = 11

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, S078

S080 · calculation

Before

SLLN ORIGINAL joint word14 mean := div(11, 4)

After

SLLN ORIGINAL joint word14 mean = 11/4

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, S079

S081 · calculation

Before

SLLN ORIGINAL joint word14 mean minus mu := sub(11/4, 5/2)

After

SLLN ORIGINAL joint word14 mean minus mu = 1/4

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, S080

S082 · implies

Before

source roles = [4, 14, [3, 3, 3, 2], 5/2, 1/2]

After

derived = [11/4, 1/4, No, null, 1, 1/16]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S081

S083 · calculation

Before

SLLN ORIGINAL joint word15 integer sum := sum(3, 3, 3, 3)

After

SLLN ORIGINAL joint word15 integer sum = 12

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, S082

S084 · calculation

Before

SLLN ORIGINAL joint word15 mean := div(12, 4)

After

SLLN ORIGINAL joint word15 mean = 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, S083

S085 · calculation

Before

SLLN ORIGINAL joint word15 mean minus mu := sub(3, 5/2)

After

SLLN ORIGINAL joint word15 mean minus mu = 1/2

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, S084

S086 · calculation

Before

SLLN ORIGINAL deviating word15 probability factor0 := mul(1, 1/2)

After

SLLN ORIGINAL deviating word15 probability factor0 = 1/2

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, S085

S087 · calculation

Before

SLLN ORIGINAL deviating word15 probability factor1 := mul(1/2, 1/2)

After

SLLN ORIGINAL deviating word15 probability factor1 = 1/4

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, S086

S088 · calculation

Before

SLLN ORIGINAL deviating word15 probability factor2 := mul(1/4, 1/2)

After

SLLN ORIGINAL deviating word15 probability factor2 = 1/8

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, S087

S089 · calculation

Before

SLLN ORIGINAL deviating word15 probability factor3 := mul(1/8, 1/2)

After

SLLN ORIGINAL deviating word15 probability factor3 = 1/16

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, S088

S090 · calculation

Before

SLLN ORIGINAL deviation probability word15 := sum(1/16, 1/16)

After

SLLN ORIGINAL deviation probability word15 = 1/8

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, S089

S091 · implies

Before

source roles = [4, 15, [3, 3, 3, 3], 5/2, 1/2]

After

derived = [3, 1/2, Yes, 1/16, 2, 1/8]

Conditions: none

For EVERY word test |mean-mu|>=epsilon,equality included.A zero-mass deviating word still contributes to the combinatorial count,while probability is weighted separately.Non-deviating words need no unused probability product under the source.This finite event is not an almost-sure limit certificate.

Step identifiers and dependencies

Rule: SLLN_EVERY_joint_word_inclusive_event_count_SEPARATE_weighted_probability · Uses: G001, S090

Reverse checks

  • S091 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S090 · premise_and_result_audit — Recompute SLLN ORIGINAL deviation probability word15 with exact rational arithmetic, not rounded decimals.
  • S089 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word15 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S088 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word15 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S087 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word15 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S086 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word15 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S085 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word15 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S084 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word15 mean with exact rational arithmetic, not rounded decimals.
  • S083 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word15 integer sum with exact rational arithmetic, not rounded decimals.
  • S082 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S081 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word14 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S080 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word14 mean with exact rational arithmetic, not rounded decimals.
  • S079 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word14 integer sum with exact rational arithmetic, not rounded decimals.
  • S078 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S077 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word13 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S076 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word13 mean with exact rational arithmetic, not rounded decimals.
  • S075 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word13 integer sum with exact rational arithmetic, not rounded decimals.
  • S074 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S073 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word12 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S072 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word12 mean with exact rational arithmetic, not rounded decimals.
  • S071 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word12 integer sum with exact rational arithmetic, not rounded decimals.
  • S070 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S069 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word11 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S068 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word11 mean with exact rational arithmetic, not rounded decimals.
  • S067 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word11 integer sum with exact rational arithmetic, not rounded decimals.
  • S066 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S065 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word10 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S064 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word10 mean with exact rational arithmetic, not rounded decimals.
  • S063 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word10 integer sum with exact rational arithmetic, not rounded decimals.
  • S062 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S061 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word9 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S060 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word9 mean with exact rational arithmetic, not rounded decimals.
  • S059 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word9 integer sum with exact rational arithmetic, not rounded decimals.
  • S058 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S057 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word8 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S056 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word8 mean with exact rational arithmetic, not rounded decimals.
  • S055 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word8 integer sum with exact rational arithmetic, not rounded decimals.
  • S054 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S053 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word7 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S052 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word7 mean with exact rational arithmetic, not rounded decimals.
  • S051 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word7 integer sum with exact rational arithmetic, not rounded decimals.
  • S050 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S049 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word6 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S048 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word6 mean with exact rational arithmetic, not rounded decimals.
  • S047 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word6 integer sum with exact rational arithmetic, not rounded decimals.
  • S046 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S045 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word5 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S044 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word5 mean with exact rational arithmetic, not rounded decimals.
  • S043 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word5 integer sum with exact rational arithmetic, not rounded decimals.
  • S042 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S041 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word4 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S040 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word4 mean with exact rational arithmetic, not rounded decimals.
  • S039 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word4 integer sum with exact rational arithmetic, not rounded decimals.
  • S038 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S037 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word3 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S036 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word3 mean with exact rational arithmetic, not rounded decimals.
  • S035 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word3 integer sum with exact rational arithmetic, not rounded decimals.
  • S034 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S033 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word2 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S032 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word2 mean with exact rational arithmetic, not rounded decimals.
  • S031 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word2 integer sum with exact rational arithmetic, not rounded decimals.
  • S030 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S029 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word1 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S028 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word1 mean with exact rational arithmetic, not rounded decimals.
  • S027 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word1 integer sum with exact rational arithmetic, not rounded decimals.
  • S026 · premise_and_result_audit — Reverse-check original data,operands,complete scope and premises;finite witnesses,conditional theorem use and formal proof remain distinct.
  • S025 · premise_and_result_audit — Recompute SLLN ORIGINAL deviation probability word0 with exact rational arithmetic, not rounded decimals.
  • S024 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word0 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S023 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word0 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S022 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word0 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S021 · premise_and_result_audit — Recompute SLLN ORIGINAL deviating word0 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S020 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word0 mean minus mu with exact rational arithmetic, not rounded decimals.
  • S019 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word0 mean with exact rational arithmetic, not rounded decimals.
  • S018 · premise_and_result_audit — Recompute SLLN ORIGINAL joint word0 integer sum with exact rational arithmetic, not rounded decimals.
  • 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.

Result

(4, 5/2, 1/2, 2, 1/8, fixed_n_deviation_event, No, not_an_almost_sure_limit_certificate)

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.

Source hashes and review receipts
  • input commit: 0f7be61e2c22317a4075561dc822c87d881a50db
  • original question SHA-256: a5ba2147717fe1d762f17741b3e8838bece523e81fb7691f713b3697f1a4c14e
  • candidate record SHA-256: db9b037a9229700137f9453b6e58f562ecbb272eafc02554ca89ce489d34b43f
  • semantic review receipt SHA-256: 0a76d8e93c08bb16998a0483f3dfc0504f269fc3e1982e6cd868cab0a2856d54
  • question-first witness SHA-256: 09127b736c225714dfa0b7ceb0e6a6e66df27438b480cad8217d3c2f99ce9437
  • Lean: NOT_RUN · human review: NOT_PERFORMED
Same-source full JSON