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Learner stages

Readiness is demonstrated, not assigned by age. These are entry routes, not complete stage-specific curricula.

Grounding

Readiness: Supported reading, observation, counting and consent; accessible alternatives agreed with a facilitator

Practice: Read a complete age-appropriate work; keep observations; perform a safe household task with support

Assessment: Explain and demonstrate without generated answers; identify when help is needed

AI permissions: A0, A1, A5

Entry routes: L01-C02, L03-C01, L04-C01, L07-C01

Foundations

Readiness: Algebra, sustained reading and source comparison; diagnose gaps before advanced texts

Practice: Reconstruct a proof, parse a paragraph, compare evidence and measure retained learning

Assessment: Closed-resource reconstruction and an unfamiliar example

AI permissions: A0, A1, A2, A5

Entry routes: TS-F01, EX-M01, HW01, ML01

Apprenticeship

Readiness: Relevant foundations, safety induction and a qualified supervisor

Practice: Complete and revise a real task under external quality standards

Assessment: Observed execution, correction of failure and supervisor critique

AI permissions: A0, A1, A2, A4, A5

Entry routes: ML06, TS-F21, DR07, L06-C01

Independent formation

Readiness: Reliable self-assessment, prerequisite closure and practical risk judgment

Practice: Design a personal curriculum, conduct field inquiry and maintain an accountable project

Assessment: Independent review, unfamiliar transfer and delayed retest

AI permissions: A0, A1, A2, A3, A4, A5

Entry routes: ML16, HW19, EX-M14, DR13

Advanced Open Frontier

Readiness: Relevant technical core plus serious specialization depth and domain safety review

Practice: Reproduce, extend and integrate a specialization result; publish limits and negative findings

Assessment: Expert-reviewed artifact, novel perturbation, provenance audit and human defense

AI permissions: A0, A1, A2, A3, A4, A5

Entry routes: TS-F11, TS-F22, ML15, HW06

Lifelong renewal

Readiness: Prior learning evidence and an honest account of changed capacities or circumstances

Practice: Revisit a former capability, learn an unfamiliar domain and revise commitments

Assessment: Delayed retrieval, new-context performance, responsible help-seeking and decision review

AI permissions: A0, A1, A2, A3, A4, A5

Entry routes: ML13, ML16, L12-C06