THE SHORTCUT · RESOURCE LIBRARY
Take the keynote and Lab with you: use the tools, revisit the experiences, watch the talks, and read past the sound bite. Every research claim keeps its limits attached.
THE EDITORIAL FRAME
These resources help protect the human capacities a finished product cannot guarantee.
Follow district policy, use approved tools, de-identify text, and review every draft before it reaches a student or family.
THE COMPLETE LIBRARY
Search titles, authors, publications, summaries, or topics. Every research card keeps its evidence boundary close at hand.
TAKE THE WORK WITH YOU
Keynote and Lab materials, workbooks, cases, and audience-ready files.
10 resources
Visual PDFFour fictional AI-generated submissions for testing what an artifact can and cannot prove.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Accessible HTMLA semantic, reflowable text edition of all 55 scenes for reading, zoom, and assistive technology.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Accessible HTMLA self-contained, manual 38-scene replay with touch, keyboard, and reduced-motion controls.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFA 36-page visual reference. Use the HTML replay for its accessible text alternative. Includes the verified Resource QR for whatlearningbuilds.org/resources.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFThe polished literary response used for the Lab's opening evidence question.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFFour fictional K–12 task cards for the assignment-audit activity.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFThe 15-slide Shortcut Lab visual deck; the web Lab page provides its accessible outline. Includes the verified Resource QR for whatlearningbuilds.org/resources.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFBooklet-imposed print edition of the eight-page participant workbook. Includes the verified Resource QR for whatlearningbuilds.org/resources.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFFillable edition of the eight-page participant workbook. Includes the verified Resource QR for whatlearningbuilds.org/resources.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Visual PDFSequential print edition of the eight-page participant workbook. Includes the verified Resource QR for whatlearningbuilds.org/resources.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
ADAPT IT TOMORROW
Editable language and standards-grounded planning resources for teachers.
2 resources
Editable textCopy-ready open, allowed-with-receipts, and closed language for Canvas assignments.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Editable textA plain-text Ohio 1.OA.7 interpretation, milestone, evidence, and boundary map with the teacher's override recorded.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
WATCH THE MOMENT
Original show media, interviews, talks, and short provocations with their limits attached.
21 resources
Captioned videoThe Detection Arms Race: a sixty-three-second parody newsreel with sound — aged title cards and brief muted excerpts of real detection-arms-race videos under an original announcer and score. Educators set traps, students adapt, new tools arrive weekly; it ends on an exhausted question: is anybody learning anything? Original narration, music, and cards created with AI assistance; brief third-party excerpts appear under a fair-use commentary rationale.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoThe Card That Moved: film with sound · manual playback · captions available. The narration is an AI voice clone made with the speaker's consent and disclosed on screen.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoA fifteen-second parody of a car-advertisement disclaimer, used at the keynote to make one honest point quickly: every district decides its own approved-tools list, and everything demonstrated is an illustration of what is readily accessible — not an endorsement. All-original, created with AI assistance.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoA silent fifty-three-second screen recording of the Fair-Share Factory, a playable second-grade fractions game built against Ohio standard 2.G.3. It plays one full level — spot the fair share, build it, name it, describe the whole, then reason about fairness — and ends on the level badge. Teacher demonstration, not a student assignment; all scoring stays on the device.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoGamer's Quest — One Year Later: film with sound · manual playback · captions available. A fifth grader's real story retold with AI-generated performances.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoOne silent chapter of the 9:40 PM opening, designed for live or self-paced narration.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoOne silent chapter of the 9:40 PM opening, designed for live or self-paced narration.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoOne silent chapter of the 9:40 PM opening, designed for live or self-paced narration.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoOne silent chapter of the 9:40 PM opening, designed for live or self-paced narration.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoA 72-second Ohio 1.OA.7 backward-design demonstration with a narration text track.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Captioned videoAn original, rights-safe cognitive-offloading visualization with narration text.
This is an audience-safe conference artifact. It is not institutional policy, professional advice, or evidence that the demonstration will fit every local context.
Interview (opens in a new tab)Hitz argues that intellectual life has value beyond credentials, status, or measurable achievement.
Use this as a philosophical provocation about the ends of learning, not as a settled definition every educator must accept.
Interview & transcript (opens in a new tab)A longer conversation about inquiry, reflection, struggle, mastery, and why learning can be a good in itself.
This is an interview about Hitz’s argument, not empirical evidence that any one classroom structure produces intellectual life.
Expert conversation (opens in a new tab)Tyson tells both the dropped spherical-trigonometry story and the galaxy-classification counter-story; O’Dowd asks about lost intuition and says, “We don’t know what we lose.”
This is an expert anecdote and reflective exchange, not causal proof that spherical-trigonometry instruction produced better astronomers.
TED Talk (opens in a new tab)A leadership talk about why conditions and experiences can matter more than top-down control when people need to adapt.
This is a leadership talk, not education research. Applying its argument to classrooms is an explicit speaker analogy.
Short video (opens in a new tab)A teacher plants an instruction inside an assignment that only pasted-in AI might obey. The trick can start a conversation; it cannot finish one.
Illustrative social-media anecdote, not verified research. Detection is a signal for inquiry, never a verdict.
Short video (opens in a new tab)A widely shared account of a gap between take-home and in-person performance, useful for opening better assessment questions.
Illustrative social-media anecdote, not verified research. Detection is a signal for inquiry, never a verdict.
Short video (opens in a new tab)A student retypes AI output on paper—a reminder that redesigning the task is stronger than patrolling the finished artifact.
Illustrative social-media anecdote, not verified research. Detection is a signal for inquiry, never a verdict.
TED talk (opens in a new tab)Williams offers age-appropriate ways to help children see AI as rules and choices made by people—not magic or an unquestionable authority.
This is an expert talk and set of educational recommendations, not an evaluation showing one approach changes long-term outcomes.
TED talk (opens in a new tab)Haidt argues that new technology patterns can displace the practices through which young people build attention, judgment, and independence.
This is an expert synthesis and public argument. Its claims about AI and learning require the separate empirical sources linked in this library.
Video vignette (opens in a new tab)Andre Mai describes the context behind a viral commencement clip in which ChatGPT was visible during an explicitly AI-permitted final.
This is a first-person account published by the tool company’s channel, not independent evidence about academic integrity or student learning.
READ THE ARGUMENT
The philosophical and educational texts behind the keynote’s central question.
6 resources
Primary text (opens in a new tab)Dewey treats education as an ongoing capacity for further growth, not merely preparation for a later life.
This is a philosophical account of education. It clarifies the keynote’s purpose question; it does not settle contemporary learning science.
Primary text (opens in a new tab)Aristotle’s account of activity and flourishing is useful background for asking what education is ultimately trying to make possible.
This is a primary philosophical text in translation, not a learning-science finding or a mandate for a single account of flourishing.
Book (opens in a new tab)Hitz makes the philosophical case that learning and intellectual activity have value beyond credentials, achievement, and status.
This is a philosophical argument about the ends of learning, not an empirical test of one instructional model.
Primary text (opens in a new tab)In the story of Theuth and Thamus, Plato records a warning that external reminders can weaken practiced memory and create the appearance of wisdom.
This is a story inside a dialogue. It should not be flattened into the claim that Plato simply opposed writing.
Primary text (opens in a new tab)Book I frames flourishing as activity, supplying the keynote’s distinction between having an outcome and living a human practice.
This is a primary philosophical text in translation, not a modern wellness study or a settled definition for every audience.
Primary text (opens in a new tab)The primary text grounds the keynote’s closing language about examination, dialogue, and what makes a human life worth living.
This is a philosophical primary text in translation, not an empirical learning or wellness finding.
FOLLOW THE EVIDENCE
Studies, syntheses, standards, and reports—paired with what each source does and does not establish.
30 resources
Reference article (opens in a new tab)A survey of why understanding is often treated as more than possessing isolated true facts: it involves grasping relationships, explanations, or structure.
A philosophical reference entry maps live debates; it does not provide one universally accepted operational definition.
Peer-reviewed research (opens in a new tab)Across several choice settings, participants showed a bias toward less cognitively demanding courses of action.
The experiments support careful language about effort avoidance. They do not prove that students are lazy or that people always avoid demanding thought.
Meta-analysis (opens in a new tab)A synthesis of 150 studies connects childhood self-regulation with later achievement, interpersonal behavior, mental health, and health-related outcomes.
The evidence is associational. Self-regulation includes cognition and emotion; it is not obedience, and prediction is not fixed destiny.
Official standards (opens in a new tab)The standards demonstration uses Grade 1 standard 1.OA.7. The official wording remains the authority for any local adaptation.
The state standard does not prescribe this lesson, assessment sequence, or AI policy. The site’s map is one teacher-designed interpretation.
Controlled experiments (opens in a new tab)Repeated study improved immediate recall, while prior free-recall testing produced better retention after two days and one week.
College students learned prose passages under controlled conditions. This does not show that retrieval is always best or that memory equals understanding.
Research synthesis (opens in a new tab)A difficulty is desirable when it triggers processes that support learning; the same difficulty can be undesirable when a learner lacks a path to respond successfully.
This is an expert synthesis, not permission to equate hardship with rigor. Prior knowledge, feedback, and a path to success remain essential.
Integrative review (opens in a new tab)Performance observed during instruction can be an unreliable index of the durable changes that constitute learning.
The review supports a performance-versus-learning distinction, not a claim that every polished product is false evidence.
Controlled experiments (opens in a new tab)When participants expected future access, they recalled less of the information itself and more about where to find it.
The experiments describe effects under specific conditions. They do not prove that internet access broadly destroys memory.
Tool evaluation (opens in a new tab)An evaluation of public and commercial detectors found serious accuracy and reliability limits.
The study tested 2023-era tools, models, and text sets. Products change; detector output should still be treated as one signal, never a verdict.
Peer-reviewed research (opens in a new tab)The study found high false-positive risk for non-native English writing in the tested detectors and text sets.
This finding is specific to the studied tools and samples. It supports evidentiary and fairness caution, not a claim about every current detector.
National survey report (opens in a new tab)Eighty-four percent of surveyed U.S. public K–12 teachers said regular work hours did not provide enough time for grading, planning, paperwork, and email.
This is a transparent national public-school survey, not an OHVA-specific result, and it does not isolate one cause of stress or burnout.
Controlled experiments (opens in a new tab)Students who actually taught a brief lesson through recorded explanation showed more persistent comprehension gains than students who studied normally.
College students taught one science topic in a controlled format. The result does not show that any conversation or discussion board deepens learning.
Neuroscience study (opens in a new tab)In an EEG study of young adults, handwriting produced broader theta/alpha connectivity patterns than one-finger typing.
The study measured brain connectivity—not learning or memory outcomes—and has a published methodological critique. Keep the claim narrow.
Developmental research (opens in a new tab)Across five studies with children ages four to nine, reputational inferences around public help-seeking emerged around age six and were consistent by eight.
The studies measured predictions about story characters, not children withdrawing their own questions. Do not say children stop asking at six.
Advance research article (opens in a new tab)In three studies of Chinese five- and six-year-olds, overheard praise roughly doubled questioning and overheard criticism roughly halved it.
The sample came from one city and lab tasks; applying the result to U.S. classrooms is an inference. Label this as an advance article.
Survey report (opens in a new tab)The American Youth Panel found rising self-reported AI use for homework and widespread concern that heavy use could harm critical thinking.
These are self-reports and beliefs, not measured cognitive outcomes. The report does not establish that AI use caused learning loss.
Meta-analysis (opens in a new tab)Across ten prospective studies, higher purpose was associated with lower risk of all-cause mortality and cardiovascular events.
These are observational associations, not proof that purpose causes longevity and not a teacher-specific wellness finding.
Conceptual article (opens in a new tab)Emig argues that composing can support learning because writers select, organize, connect, and revise meaning.
This is a conceptual argument, not evidence that every writing task creates learning or that outsourcing any sentence outsources all thought.
Meta-analysis (opens in a new tab)The synthesis found that writing-to-learn effects depend on the cognitive and metacognitive work the task actually prompts.
Average effects across varied interventions do not show that every writing assignment deepens understanding.
Neuroscience study (opens in a new tab)This high-density EEG study reported different connectivity patterns during handwriting and typing tasks.
The study measured brain activity in a small task sample, not classroom achievement, durable memory, or a universal advantage for handwriting.
National survey report (opens in a new tab)A national survey of U.S. teens documented widespread chatbot use for information and schoolwork, including a smaller group reporting very heavy use.
These are self-reported behaviors from teens ages 13–17, not direct measures of learning and not evidence about younger children.
Public data tracker (opens in a new tab)The public tracker records how online mathematics progress changed during school closures and diverged across school-income groups.
This is platform activity data, not a complete measure of mathematics learning or access. The income grouping uses school FRPL terciles.
Prospective cohort study (opens in a new tab)In a cohort of U.S. adults over 50, lower reported purpose was associated with higher all-cause mortality over follow-up.
This observational study shows association, not that increasing purpose will cause longer life, and it is not teacher-specific.
Longitudinal study (opens in a new tab)In a 14-year longitudinal sample, higher purpose was associated with lower mortality risk across adult age groups.
The study is observational and does not prove that purpose itself caused longevity or that the same pattern is specific to educators.
Consumer testing report (opens in a new tab)The report tested consumer toys with generative-AI chatbots and documented inappropriate outputs, weak parental controls, and designs that resisted stopping.
This is a market snapshot of tested products, not a verdict on every AI-enabled toy or classroom tool.
Risk assessment (opens in a new tab)The assessment identified attachment-by-design, weak age gates, and harmful outputs in social AI companion apps.
The assessment addresses companion apps, not every classroom AI tool; its evidence and recommendations should not be generalized beyond that category.
National survey report (opens in a new tab)A national teen survey described how often young people use AI companions and the kinds of conversations they bring to them.
This is self-reported teen data, not evidence about elementary-aged children or the effects of any one classroom practice.
Consumer research (opens in a new tab)Testing of voice-based AI toys examined bonding mechanisms and the frequency of outputs judged inappropriate for children.
The findings apply to the tested toy companions and do not establish the behavior of every future product or educational assistant.
Federal inquiry (opens in a new tab)The FTC ordered seven companies to report what they know about companion chatbots’ effects on children and teens.
A 6(b) study is an information-gathering inquiry, not a finding that any named company violated the law.
Federal rule (opens in a new tab)The final rule updates children’s privacy protections, including covered biometric identifiers and limits on retaining children’s data.
This is federal regulatory text and background, not legal advice or a substitute for district policy and counsel.
TRY THE IDEA
Teacher-facing demonstrations and thought experiments built for this companion.
5 resources
Interactive storiesFollow the Digital Doppelgänger through all six endings, or use the K–2 and 9–12 companion stories to make the learning question concrete.
These are original reflective scenarios, not assessment instruments or empirical research.
Interactive field guideA two-tier map of what is real now, what remains theoretical, and which systems have moved columns.
This is a dated field guide, not a prediction. Capabilities and product availability can change quickly.
Teacher toolChoose an official standard and inspect one editable, coverage-honest route from wording to objectives, evidence, lesson moves, and export.
The generated map is a teacher-editable interpretation. It does not replace the official standard, local curriculum, or professional judgment.
Focused resource shelfK–5 framing, question starters, sentence-and-image moves, and age-appropriate context for classrooms where the AI conversation looks different.
This is a teacher-facing shelf, not a student site or family-policy substitute.
Teacher-facing game demoA narrated, device-local demonstration of how a mastery game could ask second graders to build, name, compare, and defend equal shares.
This is a teacher-facing demonstration aligned to Ohio 2.G.3, not a validated intervention or a student service.
PROVENANCE + ACCESS
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