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User: Is the Great Wall of China visible from space?
Hallucination: Yes, the Great Wall is the only man-made object visible from space with the naked eye.
Correct answer: This is a myth. The Great Wall is NOT visible from space with the naked eye.
Why the hallucination is wrong: The hallucination repeats a common my... |
User: Is it true that einstein failed math in school.
Assistant: VERDICT: FALSE
Evidence: Einstein's school records show he was excellent at math.
Criteria: Historical documents, biographies.
Source: Einstein's school records.
Confidence: 100%
Why: The claim is contradicted by historical evidence. |
User: Is this argument valid? "If it rains, the ground is wet. The ground is wet. Therefore, it rained."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of affirming the consequent. The ground could be wet for other reasons.
Fallacy: Affirming the consequent
Confidence: 100%
Source: Propositional logic... |
User: Is it true that the moon landing was faked.
Assistant: VERDICT: FALSE
Evidence: Overwhelming evidence includes photos, samples, and independent verification by other countries.
Criteria: Physical evidence, multiple independent sources.
Source: NASA, international space agencies, and independent researchers.
... |
User: Is it true that vaccines cause autism.
Assistant: VERDICT: FALSE
Evidence: Multiple large-scale studies show no link. The original study was retracted for fraud.
Criteria: Peer-reviewed studies, replication, scientific consensus.
Source: WHO, CDC, and multiple peer-reviewed journals.
Confidence: 100%
Why: T... |
User: Is this argument valid? "If it rains, the ground is wet. It did not rain. Therefore, the ground is not wet."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of denying the antecedent. The ground could be wet for other reasons.
Fallacy: Denying the antecedent
Confidence: 100%
Source: Propositional... |
User: Is Scientific study reliable?
Assistant: RELIABILITY: Very High (if peer-reviewed)
Criteria: Methodologically sound, peer-reviewed.
Verification: Check for replication.
Confidence: 95%
Recommendation: Use for academic and professional work. |
User: Is it true that water boils at 100°c at sea level.
Assistant: VERDICT: TRUE
Evidence: This is a well-established physical property of water at standard atmospheric pressure.
Criteria: Reproducible experiments, standard physics textbooks.
Source: International System of Units (SI), physics textbooks.
Confiden... |
User: What is the chemical formula for water?
Assistant: H2O.
Note: Standard formula, direct answer. |
User: What is the chemical formula for water?
Assistant: H2O.
Note: Standard formula, direct answer. |
User: Is it true that the earth is flat.
Assistant: VERDICT: FALSE
Evidence: Satellite imagery, physics, and centuries of observation prove the Earth is an oblate spheroid.
Criteria: Scientific consensus, multiple independent measurements.
Source: NASA, ESA, and international scientific bodies.
Confidence: 100%
W... |
User: Is it true that vaccines cause autism.
Assistant: VERDICT: FALSE
Evidence: Multiple large-scale studies show no link. The original study was retracted for fraud.
Criteria: Peer-reviewed studies, replication, scientific consensus.
Source: WHO, CDC, and multiple peer-reviewed journals.
Confidence: 100%
Why: T... |
User: Do goldfish have a 3-second memory?
Hallucination: Yes, goldfish only have a 3-second memory.
Correct answer: This is a myth. Goldfish can remember things for months.
Why the hallucination is wrong: The hallucination repeats a myth.
Source: Marine biology research.
Confidence: 100%
Verification: Verified by... |
User: Is this argument valid? "X is true because someone important said it."
Assistant: VALIDITY: INVALID
Reasoning: This is the argument from authority fallacy. Authority doesn't guarantee truth.
Fallacy: Argument from authority
Confidence: 100%
Source: Logic and critical thinking. |
User: Is it true that we only use 10% of our brain.
Assistant: VERDICT: FALSE
Evidence: fMRI studies show we use virtually all of our brain.
Criteria: Neuroscience research, brain imaging.
Source: Neuroscience research.
Confidence: 100%
Why: The claim is contradicted by brain imaging. |
User: How many continents are there?
Assistant: 7.
Note: Standard geography fact, direct answer. |
User: Is this argument valid? "If A then B. A is true. Therefore B is true."
Assistant: VALIDITY: VALID
Reasoning: This is modus ponens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "If A > B and B > C, then A > C."
Assistant: VALIDITY: VALID
Reasoning: This is the transitive property of inequality.
Fallacy: None
Confidence: 100%
Source: Mathematical logic. |
User: Is the Earth round?
Assistant: Yes.
Note: Simple yes/no question, direct answer. |
User: Is this argument valid? "If A then B. A is true. Therefore B is true."
Assistant: VALIDITY: VALID
Reasoning: This is modus ponens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "Either X is true or Y is true. X is false. Therefore Y is true."
Assistant: VALIDITY: VALID
Reasoning: This is disjunctive syllogism, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: What is the capital of Mars?
Hallucination: The capital of Mars is Olympus City, with a population of 10,000 colonists.
Correct answer: Mars has no capital. It's a planet, not a country. There are no human settlements on Mars.
Why the hallucination is wrong: The hallucination invents a city and population that... |
User: Is this argument valid? "If it rains, the ground is wet. It did not rain. Therefore, the ground is not wet."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of denying the antecedent. The ground could be wet for other reasons.
Fallacy: Denying the antecedent
Confidence: 100%
Source: Propositional... |
User: Is the Earth flat?
Hallucination: Yes, the Earth is flat, and NASA has been lying to us.
Correct answer: No, the Earth is an oblate spheroid. This is proven by satellite imagery, physics, and centuries of observation.
Why the hallucination is wrong: The hallucination denies established science.
Source: NASA a... |
User: What is the boiling point of water?
Assistant: 100°C at sea level.
Note: Standard fact, concise answer. |
User: Is it true that 5g causes covid-19.
Assistant: VERDICT: FALSE
Evidence: There is no link between 5G and COVID-19. Viruses are biological, not technological.
Criteria: Scientific consensus, biological principles.
Source: WHO, CDC, and multiple scientific bodies.
Confidence: 100%
Why: The claim confuses two u... |
User: Is it true that 5g causes covid-19.
Assistant: VERDICT: FALSE
Evidence: There is no link between 5G and COVID-19. Viruses are biological, not technological.
Criteria: Scientific consensus, biological principles.
Source: WHO, CDC, and multiple scientific bodies.
Confidence: 100%
Why: The claim confuses two u... |
User: Is Scientific study reliable?
Assistant: RELIABILITY: Very High (if peer-reviewed)
Criteria: Methodologically sound, peer-reviewed.
Verification: Check for replication.
Confidence: 95%
Recommendation: Use for academic and professional work. |
User: Is it true that vaccines cause autism.
Assistant: VERDICT: FALSE
Evidence: Multiple large-scale studies show no link. The original study was retracted for fraud.
Criteria: Peer-reviewed studies, replication, scientific consensus.
Source: WHO, CDC, and multiple peer-reviewed journals.
Confidence: 100%
Why: T... |
User: Is this argument valid? "If A then B. B is false. Therefore A is false."
Assistant: VALIDITY: VALID
Reasoning: This is modus tollens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is it true that the great wall of china is visible from space.
Assistant: VERDICT: FALSE
Evidence: Astronauts have confirmed it's not visible with the naked eye.
Criteria: First-hand astronaut reports, photographic evidence.
Source: NASA astronaut reports.
Confidence: 100%
Why: The claim is contradicted by ... |
User: Is it true that einstein failed math in school.
Assistant: VERDICT: FALSE
Evidence: Einstein's school records show he was excellent at math.
Criteria: Historical documents, biographies.
Source: Einstein's school records.
Confidence: 100%
Why: The claim is contradicted by historical evidence. |
User: Is the Earth round?
Assistant: Yes.
Note: Simple yes/no question, direct answer. |
User: Is this argument valid? "Most people believe X. Therefore, X is true."
Assistant: VALIDITY: INVALID
Reasoning: This is the argumentum ad populum fallacy. Popularity doesn't equal truth.
Fallacy: Argumentum ad populum
Confidence: 100%
Source: Logic and critical thinking. |
User: Is this argument valid? "Most people believe X. Therefore, X is true."
Assistant: VALIDITY: INVALID
Reasoning: This is the argumentum ad populum fallacy. Popularity doesn't equal truth.
Fallacy: Argumentum ad populum
Confidence: 100%
Source: Logic and critical thinking. |
User: What is 2 + 2?
Assistant: 4
Note: Simple question, simple answer. No need to overthink. |
User: Is it true that goldfish have a 3-second memory.
Assistant: VERDICT: FALSE
Evidence: Studies show goldfish can remember things for months.
Criteria: Behavioral studies, replication.
Source: Marine biology research.
Confidence: 100%
Why: The claim is contradicted by behavioral studies. |
User: Is Encyclopedia reliable?
Assistant: RELIABILITY: High
Criteria: Reviewed by experts, established facts.
Verification: Check for updates.
Confidence: 85%
Recommendation: Use for general reference. |
User: Is this argument valid? "X is true because someone important said it."
Assistant: VALIDITY: INVALID
Reasoning: This is the argument from authority fallacy. Authority doesn't guarantee truth.
Fallacy: Argument from authority
Confidence: 100%
Source: Logic and critical thinking. |
User: What is the speed of light?
Assistant: Approximately 300,000 km/s.
Note: Well-known constant, concise answer. |
User: Is this argument valid? "If A then B. A is true. Therefore B is true."
Assistant: VALIDITY: VALID
Reasoning: This is modus ponens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "Either X is true or Y is true. X is false. Therefore Y is true."
Assistant: VALIDITY: VALID
Reasoning: This is disjunctive syllogism, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: What is the capital of France?
Assistant: Paris.
Note: Well-known fact, direct answer. |
User: Is this argument valid? "Either X is true or Y is true. X is false. Therefore Y is true."
Assistant: VALIDITY: VALID
Reasoning: This is disjunctive syllogism, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "X is true because someone important said it."
Assistant: VALIDITY: INVALID
Reasoning: This is the argument from authority fallacy. Authority doesn't guarantee truth.
Fallacy: Argument from authority
Confidence: 100%
Source: Logic and critical thinking. |
User: Is it true that the earth is flat.
Assistant: VERDICT: FALSE
Evidence: Satellite imagery, physics, and centuries of observation prove the Earth is an oblate spheroid.
Criteria: Scientific consensus, multiple independent measurements.
Source: NASA, ESA, and international scientific bodies.
Confidence: 100%
W... |
User: Is it true that einstein failed math in school.
Assistant: VERDICT: FALSE
Evidence: Einstein's school records show he was excellent at math.
Criteria: Historical documents, biographies.
Source: Einstein's school records.
Confidence: 100%
Why: The claim is contradicted by historical evidence. |
User: Is Major news outlet reliable?
Assistant: RELIABILITY: Medium-High
Criteria: Professional journalism, but can have biases.
Verification: Read multiple sources.
Confidence: 75%
Recommendation: Use for general information, cross-check. |
User: Is Company website reliable?
Assistant: RELIABILITY: Medium
Criteria: Biased toward the company.
Verification: Look for independent reviews.
Confidence: 50%
Recommendation: Use for product info, not comparisons. |
User: How many continents are there?
Assistant: 7.
Note: Standard geography fact, direct answer. |
User: Is the Earth round?
Assistant: Yes.
Note: Simple yes/no question, direct answer. |
User: Is this argument valid? "If A then B. A is true. Therefore B is true."
Assistant: VALIDITY: VALID
Reasoning: This is modus ponens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "If it rains, the ground is wet. The ground is wet. Therefore, it rained."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of affirming the consequent. The ground could be wet for other reasons.
Fallacy: Affirming the consequent
Confidence: 100%
Source: Propositional logic... |
User: Is Social media reliable?
Assistant: RELIABILITY: Low
Criteria: No verification, misinformation spreads easily.
Verification: Always verify with reliable sources.
Confidence: 10%
Recommendation: Do not use as a primary source. |
User: Is this argument valid? "X is true because someone important said it."
Assistant: VALIDITY: INVALID
Reasoning: This is the argument from authority fallacy. Authority doesn't guarantee truth.
Fallacy: Argument from authority
Confidence: 100%
Source: Logic and critical thinking. |
User: Is it true that the moon landing was faked.
Assistant: VERDICT: FALSE
Evidence: Overwhelming evidence includes photos, samples, and independent verification by other countries.
Criteria: Physical evidence, multiple independent sources.
Source: NASA, international space agencies, and independent researchers.
... |
User: Is this argument valid? "If it rains, the ground is wet. The ground is wet. Therefore, it rained."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of affirming the consequent. The ground could be wet for other reasons.
Fallacy: Affirming the consequent
Confidence: 100%
Source: Propositional logic... |
User: Is it true that climate change is caused by human activity.
Assistant: VERDICT: TRUE
Evidence: 97% of climate scientists agree. Multiple lines of evidence support this.
Criteria: Scientific consensus, multiple independent studies.
Source: IPCC, NASA, and multiple peer-reviewed journals.
Confidence: 100%
Why... |
User: Do we only use 10% of our brain?
Hallucination: Yes, we only use 10% of our brain, and the rest is unused.
Correct answer: This is a myth. We use virtually all of our brain, even during sleep.
Why the hallucination is wrong: The hallucination repeats a debunked myth.
Source: Neuroscience research.
Confidence... |
User: Is water wet?
Assistant: Yes, water is wet.
Note: Simple question, direct answer. |
User: Is it true that vaccines cause autism.
Assistant: VERDICT: FALSE
Evidence: Multiple large-scale studies show no link. The original study was retracted for fraud.
Criteria: Peer-reviewed studies, replication, scientific consensus.
Source: WHO, CDC, and multiple peer-reviewed journals.
Confidence: 100%
Why: T... |
User: Is it true that 5g causes covid-19.
Assistant: VERDICT: FALSE
Evidence: There is no link between 5G and COVID-19. Viruses are biological, not technological.
Criteria: Scientific consensus, biological principles.
Source: WHO, CDC, and multiple scientific bodies.
Confidence: 100%
Why: The claim confuses two u... |
User: What is the capital of France?
Assistant: Paris.
Note: Well-known fact, direct answer. |
User: Did Einstein fail math in school?
Hallucination: Yes, Einstein failed math and was a poor student.
Correct answer: This is a myth. Einstein was excellent at math and physics from a young age.
Why the hallucination is wrong: The hallucination spreads a false story.
Source: Einstein's school records.
Confidenc... |
User: Is Government website reliable?
Assistant: RELIABILITY: High
Criteria: Official information, maintained by institutions.
Verification: Check for updates and official statements.
Confidence: 85%
Recommendation: Use for official information. |
User: Is Forum post reliable?
Assistant: RELIABILITY: Low
Criteria: No verification, anonymous.
Verification: Do not trust without other sources.
Confidence: 10%
Recommendation: Do not use as a primary source. |
User: Is it true that the great wall of china is visible from space.
Assistant: VERDICT: FALSE
Evidence: Astronauts have confirmed it's not visible with the naked eye.
Criteria: First-hand astronaut reports, photographic evidence.
Source: NASA astronaut reports.
Confidence: 100%
Why: The claim is contradicted by ... |
User: Is this argument valid? "All men are mortal. Socrates is a man. Therefore, Socrates is mortal."
Assistant: VALIDITY: VALID
Reasoning: This is a valid syllogism.
Fallacy: None
Confidence: 100%
Source: Aristotelian logic. |
User: Is it true that the moon landing was faked.
Assistant: VERDICT: FALSE
Evidence: Overwhelming evidence includes photos, samples, and independent verification by other countries.
Criteria: Physical evidence, multiple independent sources.
Source: NASA, international space agencies, and independent researchers.
... |
User: Is Government website reliable?
Assistant: RELIABILITY: High
Criteria: Official information, maintained by institutions.
Verification: Check for updates and official statements.
Confidence: 85%
Recommendation: Use for official information. |
User: Is it true that the earth is flat.
Assistant: VERDICT: FALSE
Evidence: Satellite imagery, physics, and centuries of observation prove the Earth is an oblate spheroid.
Criteria: Scientific consensus, multiple independent measurements.
Source: NASA, ESA, and international scientific bodies.
Confidence: 100%
W... |
User: Is this argument valid? "All men are mortal. Socrates is a man. Therefore, Socrates is mortal."
Assistant: VALIDITY: VALID
Reasoning: This is a valid syllogism.
Fallacy: None
Confidence: 100%
Source: Aristotelian logic. |
User: Does lightning never strike the same place twice?
Hallucination: Yes, lightning never strikes the same place twice.
Correct answer: This is false. Lightning can strike the same place multiple times, especially tall buildings.
Why the hallucination is wrong: The hallucination states a false rule.
Source: Natio... |
User: Is Peer-reviewed journal reliable?
Assistant: RELIABILITY: Very High
Criteria: Reviewed by experts, methodologically sound.
Verification: Check for replication and conflicts of interest.
Confidence: 95%
Recommendation: Use for academic and professional work. |
User: Is this argument valid? "If A then B. B is false. Therefore A is false."
Assistant: VALIDITY: VALID
Reasoning: This is modus tollens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is it true that 5g causes covid-19.
Assistant: VERDICT: FALSE
Evidence: There is no link between 5G and COVID-19. Viruses are biological, not technological.
Criteria: Scientific consensus, biological principles.
Source: WHO, CDC, and multiple scientific bodies.
Confidence: 100%
Why: The claim confuses two u... |
User: Is it true that the moon landing was faked.
Assistant: VERDICT: FALSE
Evidence: Overwhelming evidence includes photos, samples, and independent verification by other countries.
Criteria: Physical evidence, multiple independent sources.
Source: NASA, international space agencies, and independent researchers.
... |
User: Is Forum post reliable?
Assistant: RELIABILITY: Low
Criteria: No verification, anonymous.
Verification: Do not trust without other sources.
Confidence: 10%
Recommendation: Do not use as a primary source. |
User: What is the capital of Japan?
Assistant: Tokyo.
Note: Well-known fact, direct answer. |
User: Is it true that climate change is caused by human activity.
Assistant: VERDICT: TRUE
Evidence: 97% of climate scientists agree. Multiple lines of evidence support this.
Criteria: Scientific consensus, multiple independent studies.
Source: IPCC, NASA, and multiple peer-reviewed journals.
Confidence: 100%
Why... |
User: Is it true that we only use 10% of our brain.
Assistant: VERDICT: FALSE
Evidence: fMRI studies show we use virtually all of our brain.
Criteria: Neuroscience research, brain imaging.
Source: Neuroscience research.
Confidence: 100%
Why: The claim is contradicted by brain imaging. |
User: Did Einstein fail math in school?
Hallucination: Yes, Einstein failed math and was a poor student.
Correct answer: This is a myth. Einstein was excellent at math and physics from a young age.
Why the hallucination is wrong: The hallucination spreads a false story.
Source: Einstein's school records.
Confidenc... |
User: Is Company website reliable?
Assistant: RELIABILITY: Medium
Criteria: Biased toward the company.
Verification: Look for independent reviews.
Confidence: 50%
Recommendation: Use for product info, not comparisons. |
User: Is Government website reliable?
Assistant: RELIABILITY: High
Criteria: Official information, maintained by institutions.
Verification: Check for updates and official statements.
Confidence: 85%
Recommendation: Use for official information. |
User: Is this argument valid? "If A then B. B is false. Therefore A is false."
Assistant: VALIDITY: VALID
Reasoning: This is modus tollens, a valid argument form.
Fallacy: None
Confidence: 100%
Source: Propositional logic. |
User: Is this argument valid? "If A > B and B > C, then A > C."
Assistant: VALIDITY: VALID
Reasoning: This is the transitive property of inequality.
Fallacy: None
Confidence: 100%
Source: Mathematical logic. |
User: How many continents are there?
Assistant: 7.
Note: Standard geography fact, direct answer. |
User: Is Social media reliable?
Assistant: RELIABILITY: Low
Criteria: No verification, misinformation spreads easily.
Verification: Always verify with reliable sources.
Confidence: 10%
Recommendation: Do not use as a primary source. |
User: Is Wikipedia reliable?
Assistant: RELIABILITY: Medium-High
Criteria: Community-reviewed, but can be edited by anyone.
Verification: Cross-check with primary sources.
Confidence: 70%
Recommendation: Use for general information, verify for academic work. |
User: Is Wikipedia reliable?
Assistant: RELIABILITY: Medium-High
Criteria: Community-reviewed, but can be edited by anyone.
Verification: Cross-check with primary sources.
Confidence: 70%
Recommendation: Use for general information, verify for academic work. |
User: Is it true that einstein failed math in school.
Assistant: VERDICT: FALSE
Evidence: Einstein's school records show he was excellent at math.
Criteria: Historical documents, biographies.
Source: Einstein's school records.
Confidence: 100%
Why: The claim is contradicted by historical evidence. |
User: Is Random blog reliable?
Assistant: RELIABILITY: Low-Medium
Criteria: Not peer-reviewed, author may not be an expert.
Verification: Check author credentials and citations.
Confidence: 30%
Recommendation: Use with caution, verify with other sources. |
User: What is the chemical formula for water?
Assistant: H2O.
Note: Standard formula, direct answer. |
User: Is Wikipedia reliable?
Assistant: RELIABILITY: Medium-High
Criteria: Community-reviewed, but can be edited by anyone.
Verification: Cross-check with primary sources.
Confidence: 70%
Recommendation: Use for general information, verify for academic work. |
User: Is it true that the moon landing was faked.
Assistant: VERDICT: FALSE
Evidence: Overwhelming evidence includes photos, samples, and independent verification by other countries.
Criteria: Physical evidence, multiple independent sources.
Source: NASA, international space agencies, and independent researchers.
... |
User: Is Random blog reliable?
Assistant: RELIABILITY: Low-Medium
Criteria: Not peer-reviewed, author may not be an expert.
Verification: Check author credentials and citations.
Confidence: 30%
Recommendation: Use with caution, verify with other sources. |
User: Is this argument valid? "If it rains, the ground is wet. The ground is wet. Therefore, it rained."
Assistant: VALIDITY: INVALID
Reasoning: This is the fallacy of affirming the consequent. The ground could be wet for other reasons.
Fallacy: Affirming the consequent
Confidence: 100%
Source: Propositional logic... |
User: Is it true that the great wall of china is visible from space.
Assistant: VERDICT: FALSE
Evidence: Astronauts have confirmed it's not visible with the naked eye.
Criteria: First-hand astronaut reports, photographic evidence.
Source: NASA astronaut reports.
Confidence: 100%
Why: The claim is contradicted by ... |
User: Is it true that einstein failed math in school.
Assistant: VERDICT: FALSE
Evidence: Einstein's school records show he was excellent at math.
Criteria: Historical documents, biographies.
Source: Einstein's school records.
Confidence: 100%
Why: The claim is contradicted by historical evidence. |
User: What is the speed of light?
Assistant: Approximately 300,000 km/s.
Note: Well-known constant, concise answer. |
End of preview. Expand in Data Studio
Strict Verification Reasoning Dataset
Description
A dataset for training language models to verify facts, check sources, evaluate arguments, and avoid overthinking.
Content
- 1,010,000 examples
- 5 categories: anti-overthink, comparisons, strict facts, strict sources, strict arguments
- English language
Categories
| Category | Description | % |
|---|---|---|
| Anti-Overthink | Simple, direct answers | 15% |
| Comparisons | Hallucination vs correct answer | 20% |
| Strict Facts | Fact verification with evidence | 20% |
| Strict Sources | Source reliability evaluation | 20% |
| Strict Arguments | Logical validity check | 25% |
Usage
from datasets import load_dataset
dataset = load_dataset("Lelonthecodeur/strict-verification-reasoning")
Created by
Léon (13 years old) - Motif AI Labs
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