Turn an ambiguous need into a verifiable project blueprint
This version runs in the browser with no account, upload or database. It applies AxisX task-design and quality methods to produce an initial plan for calibration—not a substitute for formal scoping.
Original STEM challenges / Challenge-set program
Construct expert-authored problems that remain original, solvable, difficult and independently verifiable.
Expose a defined capability boundary with original tasks and a controlled difficulty distribution.
One unpublished problem with capability target, reference derivation, answer form, rubric, verifier and independent solve.
Begin with broad failure discovery, then lock the taxonomy only after the first calibration run.
Define capability boundary and unacceptable outcomes
Create task specification, evidence schema and edge cases
Qualify authors, reviewers and verification roles
Run calibration and revise rules before scaling
Operate blind review, rerun and adjudication gates
Return accepted assets, evidence ledger and release findings
- Advanced-domain problem author
- Independent expert solver
- Difficulty and contamination reviewer
- Reference derivation
- Answer-uniqueness check
- Programmatic or symbolic verifier
- Model-pilot distribution
- Capability taxonomy
- Original task set
- Difficulty and failure analysis
- Independent solvability
- Verifier agreement
- Target difficulty band
- Searchability and contamination screen
- Unsolvable prompt
- Ambiguous answer
- Benchmark contamination
- Difficulty collapse
Method pilot
One capability boundary · one calibration cohort · one acceptance review
Specification, calibration sample, risk register and scale/no-scale decision
This blueprint is generated by a browser-side rules-based planning model for initial discussion only. Volume, timing, staffing, controls and acceptance thresholds require confirmation against real samples. The site does not upload or retain this input.
Continue by email to confirm samples, acceptance and project boundaries.
EMAIL AXISX