Auxiliary page to accurately read 'What's still missing?'

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• Updated: 2026-03-06 / Role: Reading guide

This is a supplementary page that organizes words such as 'partial solution', 'exploratory stage', 'unstandardized', 'undeveloped', and 'insufficient' that appear in literature maps, technology roadmaps, verification platforms, and research notes for beginners. The purpose here is not to be optimistic or pessimistic, but to specifically read 'what is still missing'.

Progress labels are not meant to praise or devalue the value of a topic. Read them as management labels that indicate what is in place and what is not yet.

• Literature map
• Technology Roadmap
• Verification base

• Wiki: U number guide - First, organize the objects that are currently labeled.
• Wiki: How to read the roadmap - This is a supplementary page to read along with P/M/R/I/V/D dependencies.
• Wiki: Basics of verification infrastructure - We'll help you understand from the beginning what it takes to make comparable progress.

• Even the same word 'unresolved' has different meanings depending on whether there is no standard, there is weak evidence, or the threshold has not been determined.
• Partial resolution is not 'all parts were solved', but a state in which at least part of the problem is progressing.
• The exploratory stage does not mean that the question itself is meaningless; it is a state in which the type of comparison and verification is still weak.

• There is still room for future updates regarding which quantitative standards should be used to unify the boundaries of each label.
• Even in the same area, the current label may change due to the appearance of new benches or standards.

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Progress labels are not words that judge a research theme as ``pass/fail.'' Its role is to briefly showwhat you already have and what is still missing.

Label	In everyday language	At least what you can say	Things I can't say yet
Partial solution	While progress has been made in some core areas, all conditions are not yet in place.	At least some of the methods, measurements, and comparison axes are working.	It cannot be said that the final victory condition has been reached.
Exploration stage	This is an important question, but evaluation methods and public benches are still weak.	It is worth addressing as an issue, and there are initial evidence and hypotheses.	It cannot be said that stable comparison, reproduction, and standardization have been achieved.
Unstandardized	Measurement methods and formats vary depending on the person and team.	Although individual studies exist, the common yardstick is still weak.	It is not possible to make fair comparisons between different studies.
Undeveloped	Operational rules, audit procedures, division of responsibility, disclosure format, etc. have not yet been finalized.	Practical conditions other than technology remain.	We cannot say that it will cover long-term operation or third-party audits.
Lack	We still lack the necessary data, benches, error bounds, comparison tests, etc.	I can see what needs to be added.	It cannot be said that the current materials are sufficient.
Undefined	How to determine thresholds, boundaries, and sufficient conditions has not yet been determined.	The problem setting is visible, but the line drawing is not fixed.	It cannot be said that everyone will get the same judgment.
Insufficient	Although there is a minimum, it is still not enough for third-party comparisons or strong claims.	There is some foundation.	It cannot be said that the strict verification conditions have been met.

Expression	What's missing	Example	What you need next
Not enough benches	There is no place to compare the same issues and the same indicators.	``Lack of unified bench''	Public data, fixed indicators, baseline, and failure examples.
Standards not yet developed	Format, logging, naming, and auditing procedures are not consistent.	“Common audit regulations are insufficient”	Standards, Validators, Templates, and Checklists.
Insufficient error bounds	We do not know how far it can be generalized and the uncertainty.	"Insufficient generalized error bound"	Confidence interval, subject difference evaluation, OOD evaluation.
Threshold not determined	It has not been decided where to start calling things ``same'', ``sufficient'', and ``safe''.	"Threshold value not determined"	This is a comparison test with pre-registered judgment rules.
Undeveloped public operation	There is no way to go beyond third-party supplementary examinations, responsibility sharing, and suspension criteria.	“Operating regulations not yet in place”	Registry, audit log, suspension rules, and publishing procedures.

Example	What you want to read in this way	Questions that remain
U0: Partial resolution/identity evaluation bench unstandardized	There are attempts to measure identity, and there are also partial evaluation axes.	A common bench and thresholds that include interventions are not yet available.
U10: Exploration stage / limited actual measurement research	Thermodynamic grounding exists as an issue and there are candidate indicators.	The comparison between the actual measured pipeline and the published pipeline is still weak, and its generalization is still uncertain.
U15: Exploration stage / lack of implementation standards	The need for system integration is clear, and the problem set is clear.	There is still no specific standard that connects technical KPIs and stopping criteria.

Labels are not just about hierarchical relationships

It is not a simple matter that "partial solution" is always better than "exploration stage". Partial solution indicates that there is some foundation, and the exploration stage indicates that the comparative basis for the whole question is still weak. You need to read up to the types of what is missing.

• "It's only a partial solution, so it's almost finished": Depending on the remaining conditions, rather heavy work remains behind.
• "It's only in the exploratory stage so it's meaningless": There are things that are important, but the basis for comparison is still weak.
• “It says “deficiency, so don’t do everything”: If you don’t read what’s missing separately, you’ll miss the progress.
• “There is no research because it is not standardized”: Even if there is research, there may be no common format or common bench.
• “Underdeveloped means only a lack of technology”: It is often a lack of systems, audits, and open operations.

If you want to read the current status of each U, please go back to Literature Map. If you want to see the progress with dependencies, go back to Technology Roadmap. If you want to distinguish between designed and unimplemented projects, go back to Verification Platform.