[
  {
    "id": "W01",
    "title": "The Memory Trap",
    "a": "Research",
    "b": "Scent",
    "question": "When does a smell seem to improve recall without actually improving accuracy?",
    "why": "Vivid sensory cues can increase a feeling of remembering; that feeling is not necessarily evidence of accuracy.",
    "experiment": "Ask two volunteers to study six neutral words. Later, with permission, present a familiar non-irritating ambient scent for one recall attempt, and no scent for the other. Compare the correctly recalled words, not just confidence.",
    "caution": "Scent, word familiarity, order effects, and tiny samples can swamp any pattern.",
    "observe": "Number correct in each condition, confidence, and what changed between trials.",
    "disconfirm": "If confidence rises while correct recall does not, the claim that vividness equals accuracy fails.",
    "minutes": 10,
    "level": "medium",
    "reading": {
      "label": "The Olfactory Cathedral",
      "url": "https://olfactorycathedral.sahiltayal.com/"
    }
  },
  {
    "id": "W02",
    "title": "Name That Note",
    "a": "Research",
    "b": "Scent",
    "question": "Can an evocative perfume description change what people say they notice?",
    "why": "Language can shape expectations, so descriptive poetry and blind observation are different activities.",
    "experiment": "Write two contrasting descriptions of the same sealed scent blotter. Invite two consenting adults to smell it without seeing the copy, then with one description each. Record exact sensory words before and after.",
    "caution": "This is a demonstration of possible suggestion, not evidence that a molecule universally produces an emotion.",
    "observe": "Which descriptors appeared before the copy, and which appeared after?",
    "disconfirm": "If descriptions do not shift, the predicted suggestion effect was not observed.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "The Olfactory Cathedral",
      "url": "https://olfactorycathedral.sahiltayal.com/"
    }
  },
  {
    "id": "W03",
    "title": "Rhythm Is Not Discipline",
    "a": "Hip-hop",
    "b": "Behaviour",
    "question": "Can a rhythmic cue lower the friction of starting a small task?",
    "why": "A beat can make a first action salient; it cannot manufacture time, skills, or resources.",
    "experiment": "Choose a two-minute tidy task. On three ordinary occasions try starting silently; on three others use your own simple four-beat count. Log delay until the first action.",
    "caution": "Do not treat an informal self-test as a clinical intervention or measure of personality.",
    "observe": "Start latency and interruptions rather than how motivated you felt.",
    "disconfirm": "If the cue produces no repeatable change in start latency, the proposed benefit is unsupported.",
    "minutes": 5,
    "level": "low",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W04",
    "title": "From Heat to Form",
    "a": "Hip-hop",
    "b": "Behaviour",
    "question": "Can one strong feeling become a crafted verse without becoming a factual accusation?",
    "why": "Rhythm gives expression a structure; structure can create distance from a first interpretation.",
    "experiment": "Write four original bars about a frustration. Underline observable events and circle assumptions. Rewrite two lines so the uncertainty is audible.",
    "caution": "Expression is not the same as conflict resolution, and no one is obliged to hear your verse.",
    "observe": "Count observations, interpretations, and revision decisions.",
    "disconfirm": "If the revision preserves every unsupported accusation, form alone did not improve clarity.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W05",
    "title": "The Fair Queue",
    "a": "Entrepreneurship",
    "b": "Ordinary life",
    "question": "What does fairness mean when customers value different kinds of waiting?",
    "why": "People can judge a queue using speed, visibility and interpersonal attention, not merely minutes.",
    "experiment": "In a hypothetical shop sketch two queue rules: strict arrival order and a clearly signed quick-item lane. Ask three people which feels fair and why; make no real policy change.",
    "caution": "Three opinions do not represent all customers, and efficiency gains can distribute inconvenience unequally.",
    "observe": "Which rule each person preferred and their stated reason.",
    "disconfirm": "If everyone discusses only speed, the predicted role of visibility or attention lacks evidence here.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W06",
    "title": "Receipt of Trust",
    "a": "Entrepreneurship",
    "b": "Ordinary life",
    "question": "Which tiny shop behaviours communicate reliability more than a slogan does?",
    "why": "Repeated mundane fulfilment may convey trust better than a one-time branding claim.",
    "experiment": "List five observable service behaviours: clear pricing, accurate change, stock honesty, follow-through, and acknowledgement. Ask a consenting customer which they notice; compare with your guess.",
    "caution": "A shop encounter is not a controlled trust study; avoid recording identifying customer information.",
    "observe": "Ranked observable behaviours and points where guesses differed.",
    "disconfirm": "If slogans dominate the answers, the behavioural-trust hypothesis needs revision.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W07",
    "title": "Mistake Museum",
    "a": "Design",
    "b": "Education",
    "question": "Can a visible worked mistake teach more than a flawless example?",
    "why": "A correct answer displays the destination; a recoverable mistake may expose the reasoning route.",
    "experiment": "Create one tiny learning card with a common wrong solution and its correction. Give one learner the card and ask them to solve a parallel problem while explaining a step.",
    "caution": "One success is not proof of a superior teaching method; mistakes can also confuse novices.",
    "observe": "Whether the learner can explain the correction on a new problem.",
    "disconfirm": "If they repeat the same error with no explanation, the design did not transfer.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W08",
    "title": "The Too-Many-Doors Test",
    "a": "Design",
    "b": "Education",
    "question": "Does offering every learning route at once make the first choice harder?",
    "why": "Abundance can widen access while increasing the effort required to choose a starting point.",
    "experiment": "Prototype two paper menus for the same six learning links: a full grid, and three suggested doors plus all links. Ask two people to choose a first route and explain why.",
    "caution": "Preference is contextual; fewer choices can also conceal a relevant path.",
    "observe": "Time to choose and whether the chosen path matched stated interest.",
    "disconfirm": "If the full grid produces clearer decisions, the simplified-door hypothesis fails.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W09",
    "title": "The Autocomplete Voice",
    "a": "Writing",
    "b": "Technology",
    "question": "When does a helpful writing tool begin to smooth away the author?",
    "why": "Prediction saves effort but may steer word choice toward the familiar.",
    "experiment": "Write a 90-word paragraph by hand. Rewrite using optional autocomplete. Highlight phrases you would never have chosen unaided. Restore three deliberate departures.",
    "caution": "Difference is not automatically loss of authenticity; revision and assistance can improve prose.",
    "observe": "Number and kinds of accepted suggestions, and which mattered.",
    "disconfirm": "If all accepted suggestions preserve the intended voice, the homogenisation concern is not supported here.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W10",
    "title": "Archive With a Pulse",
    "a": "Writing",
    "b": "Technology",
    "question": "Can a personal website behave like a thinking index rather than a trophy cabinet?",
    "why": "Contextual links help readers follow questions across media rather than only chronology.",
    "experiment": "Take four published pieces. Make a one-page map with links labelled by the question they share; invite someone to navigate from one starting question.",
    "caution": "A beautiful map can obscure weak conceptual relationships.",
    "observe": "The path taken and whether each connection was understandable.",
    "disconfirm": "If visitors cannot explain links, the index is decorative rather than explanatory.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W11",
    "title": "The Scent Map",
    "a": "Scent",
    "b": "Design",
    "question": "Could smell be used as a memorable wayfinding metaphor without scenting a public space?",
    "why": "A sensory vocabulary can give spaces identity, but accessibility and consent set limits on physical use.",
    "experiment": "Draw three imaginary rooms and assign each a scent adjective, colour and navigation role. Test the map as a paper/visual legend only; ask someone to reconstruct the route.",
    "caution": "Do not release fragrance into shared air; allergies, sensitivity, and access matter.",
    "observe": "Route recall from the visual legend; note which adjective was useful.",
    "disconfirm": "If the labels make recall worse, abandon the metaphor for this task.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Olfactory Cathedral",
      "url": "https://olfactorycathedral.sahiltayal.com/"
    }
  },
  {
    "id": "W12",
    "title": "Expectation vs Encounter",
    "a": "Scent",
    "b": "Design",
    "question": "Does packaging promise more emotional certainty than the actual experience can deliver?",
    "why": "Names and colour suggest narratives; lived perception varies across people and contexts.",
    "experiment": "Design two labels for one hypothetical fragrance: poetic and descriptive. Ask two readers what each promises before showing the same neutral scent descriptor.",
    "caution": "The task measures interpretations of copy, not actual scent preference or chemical safety.",
    "observe": "Exact expectation words and which label created unearned claims.",
    "disconfirm": "If both labels communicate similar modest expectations, packaging may not be driving the assumed difference.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "The Olfactory Cathedral",
      "url": "https://olfactorycathedral.sahiltayal.com/"
    }
  },
  {
    "id": "W13",
    "title": "A Form With Friction",
    "a": "Behaviour",
    "b": "Technology",
    "question": "Which tiny interface obstacle turns intention into abandonment?",
    "why": "Effort, ambiguity and fear of mistakes can all interrupt a sincere intention to finish a form.",
    "experiment": "Sketch two six-field signup forms: one with unexplained required fields, one with clear optionality. Ask one willing tester to narrate what would block them.",
    "caution": "Do not collect real credentials or private data; a mockup cannot establish completion rates.",
    "observe": "Places of hesitation and reasons stated aloud.",
    "disconfirm": "If ambiguity is not a barrier, investigate other causes instead of assuming a friction story.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W14",
    "title": "Consent by Design",
    "a": "Behaviour",
    "b": "Technology",
    "question": "Can an interface make declining as easy to understand as agreeing?",
    "why": "Choice architecture conveys power through defaults, labels, and reversal costs.",
    "experiment": "Redesign a fictional newsletter choice so accept and decline have equal visual weight. Ask a tester to locate both actions and describe what happens afterward.",
    "caution": "This is ethical design critique, not legal compliance advice.",
    "observe": "Time to locate both choices and whether consequences were understood.",
    "disconfirm": "If decline remains hidden or confusing, the redesign did not achieve symmetry.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W15",
    "title": "Shopfront Hypothesis",
    "a": "Research",
    "b": "Entrepreneurship",
    "question": "Can a retail intuition become a question someone could actually disprove?",
    "why": "Commercial hunches become more useful when predictions and counterexamples are named first.",
    "experiment": "Write: “Customers who see a clear price tag ask fewer price questions.” Observe a five-minute simulated shelf interaction with a consenting volunteer; record questions.",
    "caution": "A role-play is not naturalistic evidence; prices, location, and familiarity confound everything.",
    "observe": "Question count and possible alternative causes.",
    "disconfirm": "If tagged shelves provoke as many questions, revisit the hypothesis.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W16",
    "title": "Invisible Costs",
    "a": "Research",
    "b": "Entrepreneurship",
    "question": "What does a cheap business improvement cost in attention or dignity?",
    "why": "Optimising one metric may export costs onto workers or customers.",
    "experiment": "Pick an imagined fast-checkout policy. Make a two-column ledger: minutes saved; interruptions, confusion, or exclusion introduced. Ask a second person to challenge the ledger.",
    "caution": "A conceptual ledger cannot quantify social value; avoid pretending to price dignity.",
    "observe": "New costs noticed after critique and whose experience was initially absent.",
    "disconfirm": "If no hidden burden can be specified, the risk claim remains conjecture.",
    "minutes": 15,
    "level": "high",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W17",
    "title": "Argument on the Beat",
    "a": "Hip-hop",
    "b": "Writing",
    "question": "Can rhythm expose a weak claim in an otherwise confident sentence?",
    "why": "Stress and repetition can reveal what an argument keeps insisting on instead of demonstrating.",
    "experiment": "Write a four-line original spoken-word argument. Remove one repeated claim and replace it with an observable example; read both aloud.",
    "caution": "A catchy line is not a verified claim; do not substitute cadence for evidence.",
    "observe": "Count examples versus assertions before and after.",
    "disconfirm": "If the rewrite adds no observable support, rhythm did not strengthen reasoning.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W18",
    "title": "Two Narrators, One Event",
    "a": "Hip-hop",
    "b": "Writing",
    "question": "How does point of view change the story without changing the basic facts?",
    "why": "Narrators distribute attention and uncertainty differently, even around the same event.",
    "experiment": "Write eight original lines about a missed train from two voices: passenger and station worker. Keep three verifiable events identical.",
    "caution": "Do not infer a real stranger’s motives from invented narration.",
    "observe": "Identify invariant facts and changed interpretations.",
    "disconfirm": "If the “facts” also change between versions, the comparison is not controlled.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W19",
    "title": "The Two-Minute Curriculum",
    "a": "Education",
    "b": "Ordinary life",
    "question": "What can a mundane daily task teach when its hidden skill is named?",
    "why": "Everyday activity carries tacit concepts: estimation, classification, feedback, and cooperation.",
    "experiment": "Choose preparing tea or arranging a shelf. Identify one underlying concept, teach it in two minutes, then ask for an unfamiliar example.",
    "caution": "Transferring a skill across contexts is hard; a charming analogy can still be misleading.",
    "observe": "Whether a learner generates a genuinely new example.",
    "disconfirm": "If the concept cannot transfer beyond the original task, the micro-lesson is too narrow.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W20",
    "title": "Beyond the Grade",
    "a": "Education",
    "b": "Ordinary life",
    "question": "When can evidence of mastery appear without a numeric score?",
    "why": "A learner explaining and correcting a process may show understanding a single mark misses.",
    "experiment": "Choose one small skill. Draft a rubric with three observable behaviours and ask a learner to demonstrate them. Compare rubric language with “good” or “bad.”",
    "caution": "Rubrics can be subjective and should not be passed off as validated assessment tools.",
    "observe": "Record the behaviours observed, not a personality judgement.",
    "disconfirm": "If observers cannot agree what the behaviours mean, the rubric needs redesign.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W21",
    "title": "A Visible Boundary",
    "a": "Design",
    "b": "Behaviour",
    "question": "Can a boundary be clear without becoming an accusation?",
    "why": "Behavioural limits often work better when the action and available alternative are explicit.",
    "experiment": "Write two versions of a fictional boundary: one with blame and hidden expectations; one with a simple limit and option. Ask someone what action each requests.",
    "caution": "Clarity does not guarantee acceptance, and it cannot control another person.",
    "observe": "Whether the reader can state the requested behaviour accurately.",
    "disconfirm": "If both versions are equally ambiguous, the rewrite is not useful.",
    "minutes": 5,
    "level": "low",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W22",
    "title": "Feedback Without Shame",
    "a": "Design",
    "b": "Behaviour",
    "question": "What changes when feedback describes an observable action rather than a person?",
    "why": "Specific observations can make correction possible without claiming access to someone’s character.",
    "experiment": "Rewrite three hypothetical feedback lines (“You are careless”) into evidence, impact, and a request. Ask a reader which version supports a next step.",
    "caution": "Respectful wording cannot erase structural power differences or genuine misconduct.",
    "observe": "How precise each next action becomes.",
    "disconfirm": "If the rewording loses important accountability, the simplification failed.",
    "minutes": 10,
    "level": "medium",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W23",
    "title": "Smell and the Scene",
    "a": "Scent",
    "b": "Ordinary life",
    "question": "Does remembering a place require remembering the actual smell?",
    "why": "Autobiographical memory can combine sensory details with later stories and cultural expectations.",
    "experiment": "Describe a childhood kitchen without using scent words, then with scent metaphors. Label remembered sensations separately from plausible inventions.",
    "caution": "Memory reports are reconstructions, not chemical records; do not use strong or unsafe stimuli.",
    "observe": "Which descriptions were independently remembered versus inferred.",
    "disconfirm": "If most vivid scent words are conjectural, vividness was not a reliability test.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Olfactory Cathedral",
      "url": "https://olfactorycathedral.sahiltayal.com/"
    }
  },
  {
    "id": "W24",
    "title": "Invisible Rituals",
    "a": "Scent",
    "b": "Ordinary life",
    "question": "Which repeated sensory cue marks a change between work and rest?",
    "why": "Transitions may be easier to notice when paired with a simple repeatable ritual.",
    "experiment": "Choose a safe non-scent ritual, such as changing a desk lamp or washing a cup. Over three days note whether it marks the end of work more clearly.",
    "caution": "A ritual is not a substitute for needed rest or structural change.",
    "observe": "Did the cue occur, and what action followed?",
    "disconfirm": "If the cue has no consistent relationship with stopping, do not infer that it works.",
    "minutes": 5,
    "level": "low",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W25",
    "title": "Show the Rule",
    "a": "Technology",
    "b": "Education",
    "question": "Can a learner make a better choice when an algorithm explains its sorting rule?",
    "why": "Understanding a recommendation’s basis may support agency, but a simple explanation can also conceal complexity.",
    "experiment": "Create six imaginary lesson cards. Sort them by difficulty, then by topic; make the rule visible and ask a learner to choose a next lesson.",
    "caution": "Real recommendation systems may have opaque influences not captured in this toy model.",
    "observe": "Chosen lesson and whether the learner can state the rule.",
    "disconfirm": "If the transparent rule produces no clearer understanding, clarity alone was not sufficient.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W26",
    "title": "Adaptive or Unfair?",
    "a": "Technology",
    "b": "Education",
    "question": "When does helpful personalisation become a hidden ceiling?",
    "why": "Systems that tailor challenges can support learning or quietly restrict opportunity.",
    "experiment": "Make a paper simulator with two fictional students and a rule that offers easy questions after mistakes. Change the rule to include periodic challenges; compare resulting routes.",
    "caution": "The simulation is ethical exploration, not evidence of algorithmic harm in an actual school.",
    "observe": "Opportunities offered after errors under each rule.",
    "disconfirm": "If the revised rule does not expand opportunities, the proposed fix is weak.",
    "minutes": 15,
    "level": "high",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W27",
    "title": "The Honest Sentence",
    "a": "Writing",
    "b": "Research",
    "question": "How much certainty should a sentence carry when the evidence is small?",
    "why": "Qualifiers can clarify the scope of evidence rather than dilute a useful idea.",
    "experiment": "Take three confident claims you have written. For each note its evidence and rewrite with an explicit scope, alternative explanation, and next test.",
    "caution": "Hedging every word can make writing evasive; specificity beats fog.",
    "observe": "Count unsupported universals removed and concrete tests added.",
    "disconfirm": "If rewritten claims remain impossible to dispute, the revision lacks scientific bite.",
    "minutes": 10,
    "level": "low",
    "reading": {
      "label": "The Identity–Action Gap",
      "url": "https://identityaction.sahiltayal.com/"
    }
  },
  {
    "id": "W28",
    "title": "Story Versus Signal",
    "a": "Writing",
    "b": "Research",
    "question": "When does a beautiful anecdote become a misleading data point?",
    "why": "Narrative selects memorable details; research needs sampling and comparison logic.",
    "experiment": "Write a 100-word fictional customer story. Mark which details are observed, invented, or inferred. Then write what additional observations would challenge it.",
    "caution": "Do not turn real clients or acquaintances into identifiable examples.",
    "observe": "Number of unwarranted generalisations and the missing comparisons.",
    "disconfirm": "If the story already states its limits clearly, sensationalism is not the issue.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "The Reciprocity Atlas",
      "url": "https://reciprocityatlas.sahiltayal.com/"
    }
  },
  {
    "id": "W29",
    "title": "The Improvisation Budget",
    "a": "Entrepreneurship",
    "b": "Hip-hop",
    "question": "When is an improvisational business move adaptive rather than reactive?",
    "why": "Freestyle performance and entrepreneurship share responsiveness, but both benefit from constraints and practice.",
    "experiment": "Give an imaginary shop team three sudden changes and a strict resource limit. Improvise a response, then review what had to remain non-negotiable.",
    "caution": "Stage charisma does not establish operational feasibility; a role-play omits real stakes.",
    "observe": "Which responses respected the stated limits.",
    "disconfirm": "If every spontaneous idea violates the budget, improvisation needs stronger rules.",
    "minutes": 15,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  },
  {
    "id": "W30",
    "title": "Read the Room",
    "a": "Entrepreneurship",
    "b": "Hip-hop",
    "question": "How can a creator respond to audience signals without surrendering a core idea?",
    "why": "Feedback offers information; chasing every reaction can make a project incoherent.",
    "experiment": "Write two fictional audience reactions to a new product or performance. Revise one surface feature and keep one core principle unchanged; explain both decisions.",
    "caution": "A handful of reactions is not a representative market or a mandate.",
    "observe": "Which signals changed the prototype and which were declined.",
    "disconfirm": "If no principled distinction can be named, responsiveness may be drift.",
    "minutes": 10,
    "level": "medium",
    "reading": {
      "label": "Sahilverse / Home",
      "url": "https://sahiltayal.com/"
    }
  }
]