{"id":3244,"date":"2026-01-27T13:45:27","date_gmt":"2026-01-27T16:45:27","guid":{"rendered":"https:\/\/sites.ifi.unicamp.br\/maplima\/?page_id=3244"},"modified":"2026-02-11T19:55:08","modified_gmt":"2026-02-11T22:55:08","slug":"%f0%9f%a4%afdesafios-de-auditoria-para-alunos-e-ias","status":"publish","type":"page","link":"https:\/\/sites.ifi.unicamp.br\/maplima\/en\/ensino\/f689-2026-mq-com-ia\/prompts-do-que-se-trata-contribuicao-da-chatgpt\/%f0%9f%a4%afdesafios-de-auditoria-para-alunos-e-ias\/","title":{"rendered":"\ud83e\udd2f Audit Challenges"},"content":{"rendered":"

<\/p>\n

\n
\"\"<\/a><\/div>\n
 <\/div>\n
For Students and Artificial Intelligences<\/b><\/div>\n
 <\/div>\n
\u201cDo not ask the AI for answers. Audit its explanations.\u201d<\/b><\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
Introduction \u2014 An Arena for Critical Thought<\/b><\/div>\n
 <\/div>\n
Welcome to an arena of critical thinking in Quantum Mechanics.<\/div>\n
 <\/div>\n
Here, ChatGPT, DeepSeek, and Gemini are not sources of truth, nor shortcuts to solutions. They are treated as auditing instruments<\/b>, each with a distinct, methodologically defined role: narrative structure<\/b>, analytical scrutiny<\/b>, and conceptual rigor<\/b>.<\/div>\n
 <\/div>\n
The challenges presented here are not conventional problem sets<\/b>.<\/div>\n
They are epistemological experiments<\/b>.<\/div>\n
 <\/div>\n
In each challenge, you will:<\/div>\n
\u2022 confront a seemingly reasonable claim or question;<\/div>\n
\u2022 stress-test your own physical intuition;<\/div>\n
\u2022 interrogate the AIs using a structured protocol;<\/div>\n
\u2022 and produce a reasoned verdict<\/b>, not a numerical answer.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
The Central Rule<\/b><\/div>\n
 <\/div>\n
Official answers, AI commentaries, and final analyses are not available here<\/b>.<\/div>\n
 <\/div>\n
They will only be released after the collective classroom debate<\/b>.<\/div>\n
 <\/div>\n
Until then, all interpretations remain in a state of superposition<\/b>.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
The Challenges \u2014 The Quantum Mirror Arena<\/b><\/div>\n
 <\/div>\n
Select a challenge below to access the full protocol<\/div>\n
(problem statement + auditing roadmap).<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
EQ#1 \u2014 The Limits of Validity: How Far Does Quantum Mechanics Go?<\/b><\/div>\n
 <\/div>\n
(PDF Link: EQ#1)<\/i><\/div>\n
Architect:<\/b> ChatGPT<\/div>\n
 <\/div>\n
Core Problem<\/b><\/div>\n
A paper published in Nature<\/i> states that Quantum Mechanics is \u201cstill valid\u201d for certain large-scale systems.<\/div>\n
 <\/div>\n
Key Questions<\/b><\/div>\n
\u2022 Does this imply a scale-dependent \u201cexpiry date\u201d for the theory?<\/div>\n
\u2022 Are we testing Quantum Mechanics itself, or merely ruling out alternative theories?<\/div>\n
\u2022 Where does scientific authority obscure conceptual clarity?<\/div>\n
 <\/div>\n
Skill Trained<\/b><\/div>\n
Auditing scientific discourse and deconstructing rhetorically neutral language.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
EQ#2 \u2014 Silence at the Nodes: Probability, Trajectory, and Classical Intrusion<\/b><\/div>\n
 <\/div>\n
(PDF Link: EQ#2)<\/i><\/div>\n
Architect:<\/b> DeepSeek<\/div>\n
 <\/div>\n
Core Problem<\/b><\/div>\n
If the probability density |\\psi(x)|^2 is zero at a node, does the particle \u201cspend more time\u201d elsewhere?<\/div>\n
 <\/div>\n
Key Questions<\/b><\/div>\n
\u2022 Does |\\psi(x)|^2 describe motion in time for a stationary state?<\/div>\n
\u2022 Do stationary states have trajectories?<\/div>\n
\u2022 Where does classical narrative silently infiltrate the quantum formalism?<\/div>\n
 <\/div>\n
Skill Trained<\/b><\/div>\n
Distinguishing mathematical objects from imported classical narratives of motion.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
EQ#3 \u2014 The Photon Dance: Virtual States and Ontological Commitment<\/b><\/div>\n
 <\/div>\n
(PDF Link: EQ#3)<\/i><\/div>\n
Architect:<\/b> Gemini<\/div>\n
 <\/div>\n
Core Problem<\/b><\/div>\n
In multiphoton absorption, does the electron \u201cpause\u201d at intermediate, energy-non-conserving states?<\/div>\n
 <\/div>\n
Key Questions<\/b><\/div>\n
\u2022 What is the ontological status of \u201cvirtual states\u201d: physical realities or calculational tools?<\/div>\n
\u2022 Where exactly does the Uncertainty Principle provide the conceptual license for this description?<\/div>\n
 <\/div>\n
Skill Trained<\/b><\/div>\n
Separating physical ontology from the language of calculation.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
Methodology \u2014 The Quantum Mirror Protocol<\/b><\/div>\n
 <\/div>\n
All challenges follow the same three-phase structure:<\/div>\n
 <\/div>\n
Phase S \u2014 Autonomous Probing (Without AI)<\/b><\/div>\n
 <\/div>\n
Confront the problem using only your current understanding.<\/div>\n
Document your initial intuition and the precise source of your conceptual discomfort.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
Phase C \u2014 Triangulated Consultation (With AI)<\/b><\/div>\n
 <\/div>\n
Interrogate ChatGPT, DeepSeek, and Gemini according to their defined architectural roles.<\/div>\n
Compare not only their answers, but their framing, assumptions, and conceptual biases.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
Phase M \u2014 Metacognitive Analysis (Your Verdict)<\/b><\/div>\n
 <\/div>\n
Synthesize your investigation into a final verdict.<\/div>\n
Here, the rigor and clarity of the argument<\/b> matter more than the final conclusion.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
\u26a0\ufe0f Crucial Note<\/b><\/div>\n
 <\/div>\n
AIs are powerful \u2014 but distorting \u2014 mirrors.<\/div>\n
 <\/div>\n
You must learn to discern when an explanation is an acceptable pedagogical shortcut<\/div>\n
and when it constitutes a violation of the postulates of the theory itself.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
Context<\/b><\/div>\n
 <\/div>\n
This challenge series is part of the Quantum Mirror Project<\/b>,<\/div>\n
integrated into the course F689 \u2014 Quantum Mechanics with AI<\/b>,<\/div>\n
IFGW \/ Unicamp.<\/div>\n
 <\/div>\n
Here, learning Quantum Mechanics includes learning<\/div>\n
how to audit explanations<\/b>, not merely how to solve equations.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
 <\/div>\n
The Collapse of the Answers<\/b><\/div>\n
 <\/div>\n
(Available only after the in-class debate)<\/i><\/div>\n
 <\/div>\n
The link below will eventually publish:<\/div>\n
\u2022 the curated analytical closures from the three AIs;<\/div>\n
\u2022 consolidated meta-analyses of student audits;<\/div>\n
\u2022 and the final epistemological verdict for each challenge.<\/div>\n
 <\/div>\n
Until then, there is no collapse<\/b>.<\/div>\n
 <\/div>\n
\u2e3b<\/div>\n
\n
The challenges presented here are part of an ongoing educational experiment. Their formats and protocols may be adjusted throughout the term based on classroom discussions and the analyses produced by the students themselves.<\/em><\/div>\n<\/div>\n<\/div>\n

<\/p>","protected":false},"excerpt":{"rendered":"

  For Students and Artificial Intelligences   \u201cDo not ask the AI for answers. Audit its explanations.\u201d   \u2e3b   Introduction \u2014 An Arena for Critical Thought   Welcome to an arena of critical thinking in Quantum Mechanics.   Here, ChatGPT, DeepSeek, and Gemini are not sources of truth, nor shortcuts to solutions. They are … <\/p>\n

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