Pass 1 (Tactical): Sentence-level improvements using Gopen principles
- Strengthened verbs and eliminated wordiness
- Converted passive to active voice where clearer
- Improved topic-stress positioning (old→new info flow)
- Enhanced sentence clarity and directness
Pass 2 (Operational): Paragraph and section flow
- Improved transitions between subsections
- Eliminated redundant transition phrases
- Enhanced coherence within sections
- Streamlined section introductions
Pass 3 (Strategic): Heilmeier catechism alignment
- Clarified 'What is new?' statements
- Strengthened 'What has been done?' / 'What are the limits?' framing
- Ensured proper linkage between sections
- Aligned language with Heilmeier questions throughout
Key improvements:
- Removed unnecessary methodology/approach qualifiers
- Tightened economic argument in Broader Impacts
- Clarified verification gap in State of the Art
- Strengthened success criteria statements
- Enhanced document-level coherence
Tactical (Sentence-Level):
- Improved topic-stress positioning throughout
- Converted passive constructions to active voice
- Strengthened weak verbs and topic positions
- Enhanced issue-point positioning in key sentences
Operational (Paragraph/Section):
- Strengthened transitions between subsections
- Improved coherence within sections, especially State of the Art and Research Approach
- Added forward/backward references to maintain flow
- Clarified relationships between continuous verification types
Strategic (Document-Level):
- Explicit Heilmeier catechism framing in section openings
- Strengthened 'What is new?' and 'Why will it succeed?' in Research Approach
- Added explicit answers to who cares/why now in Broader Impacts
- Improved section-to-section linking to maintain narrative arc
- Clarified novelty: compositional architecture, mode classification, procedural decomposition
- TACTICAL: Improved sentence-level clarity per Gopen principles
- Stronger verb choices (cannot vs lacks tools, cannot vs fails)
- Better issue-point positioning (new info at sentence end)
- Topic-stress consistency (familiar info at start)
- Eliminated weak constructions (that are → direct adjectives)
- OPERATIONAL: Enhanced paragraph and section flow
- Added transition sentences between subsections
- Improved coherence in state-of-the-art progression
- Clearer bridges between risk categories
- Better linkage from discrete to continuous verification
- STRATEGIC: Reinforced Heilmeier catechism alignment
- Made 'What is new?' and 'Why will it succeed?' explicit
- Added 'State of the art' and 'The gap' headers
- Consistent question format (How do we...? vs How we...)
- Added roadmap at end of Goals section
No content changes—only editorial improvements for clarity and impact.
Tactical (sentence-level):
- Applied Gopen's principles: improved topic-stress positioning, stronger verbs
- Reduced passive voice and unnecessary modifiers
- Split long sentences for clarity and emphasis
- Tightened redundant phrasing throughout
Operational (paragraph/section):
- Added explicit transitions between subsections
- Improved flow within paragraphs (e.g., control scopes example)
- Created parallel structure for related concepts
- Enhanced coherence in State of the Art section
Strategic (document-level):
- Strengthened value proposition (higher vs same assurance)
- Improved Heilmeier alignment (why now, what's new, why it will succeed)
- Better linkage between State of the Art gap and research goals
- Connected economic motivation more explicitly throughout
