SB>1 Defiant Joint Multi-Role Technology Demonstrator: The Way Forward for Rotorcraft Manufacturing
Bibliographic record
Abstract
Modern manufacturing processes have been streamlined over time to ensure build accuracy and minimize waste related to cost and schedule. For future aircraft development, rapid prototyping has afforded the ability to hone these processes further. The Joint Multi-Role Technology Demonstrator (JMR TD) Program is focused on building the next generation of rotorcraft, known as Future Vertical Lift (FVL), to replace the current military fleet. The Sikorsky-Boeing SB>1 DEFIANT™ Technology Demonstrator Team has created several innovative approaches for this purpose. Legacy methodologies from both companies were tailored for the rapid prototyping environment. Advancement in manufacturing technologies from research and development projects being executed by the JMR team, in partnership with the government and academia, has helped to provide additional insight on the best approach to FVL.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".