Abstract
cVJML is a way of writing ideas so your brain can spot patterns faster by finding the smallest, shortest, and least energy dense motor movements to record and preserve “leaps”. Normal language goes one word at a time, which can pull your attention the wrong way, overload short‑term memory, and let details fade while you read or talk—limits shown in classic memory and attention research. cVJML adds simple brackets to capture a “valence” or a meta-cognitive “jump”, the moment it appears. By stacking and nesting brackets, related ideas sit side‑by‑side, which can help chunking or traces organize into bigger units and edit chucks/traces more quickly. This makes cVJML a base layer for cCCML, which adds more probabilistic and parallel tools.
In practice, you open a bracket to record a quick insight, close it to return to the main line, and build even higher‑level thoughts by adding extra bracket layers. Special marks handle tough cases: hyper‑bracketing for powerful, hard‑to‑say moments; [STATIC] for ideas that flash and vanish; [REDACTED] for fragile, private, sensitive, or classified notes; intra‑bracketing to add detail inside a thought; and parallel bracketing to run several threads at once (a step toward multi‑valent linguistics). This can steady group conversations by showing when a point of view shifts, and it may help with behavior change by catching automatic thoughts (Beck). Like cCCML, it’s still a hypothesis—not yet proven or safety‑tested—so use it thoughtfully.
Introduction
It is a fundamental issue reliance on digital technologies mining for realization and insight has left more efficient lifeforms less practiced in innovation and realization. It is hypothesized that the reason most likely is a fundamental speed limit of knowledge work due to the constraints of serialized conception processing (i.e., culturally fixed socially emergent grammar in linguistics) and its related realities of physiology and social psychology. Limits are located in research of Posner (1978), Miller (1956), Cowan (2001), Luck & Vogel (1997) and Sperling (1960), with many other contributors across cognitive psychological domains. In the spirit of the minimal viable product, speed-to-market, and low maintenance design, cVJML was discovered and put into practice with great benefit.
For the computer scientist, cVJML and its related cCCML are related to packing, trolly, sliding-tile, halting problem dynamics, and quantum jump operators. To arrive at (a) fit maximal amount of conceptual density packed into the least amount of spacetime (where time itself is a dimension asynchronously perceived by a concept’s temporal evolution), (b) work minimize space-time-effort to reconfigure (i.e., re-sort, adjust dimension gimbals) conceptual packing (where effort is the trolly-halting problem dynamic), (c) achieve maximal relevant productivity/serviceability for participants using cVJML/cCCML related dynamic structuring, and modifiability through changing conceptual objects in a cVJML/cCCML session.
This document is not intended to resolve the hypothesis into a proof through scientific inquiry through negation of a null hypothesis, though that may be valuable for certain audiences. This paper is to present Cognitive Valence-Jump Markup Language (“cVJML”) as a field expedient lab rigorous solution for rapidly arriving at insights, realizations, innovations, inventions, and finally, a wider renaissance of bio-neural liberation from decision-tree quantization machines, and temporally-fixed electronic-neural quantization machines.
In use, cVJML/cCCML demonstrates great promise in prompt design, implementation, and maintenance across various artificial intelligence (AI) models and platforms. Most platforms intuitively grasp cVJML and interpret the conceptions appropriately. Borrowing from Grounded Theory’s 4+1 criteria (Glaser, 1978), cVJML/cCCML markup is field expedient, lab rigorous, and AI compatible makes cVJML (a) fit for high-density asynchronous cognitive linguistics, (b) work to resolve descriptive overload and synchronous forcing of conception, (c) relevant for practitioners of scientific enquiry and prompt engineers, and (d) modifiable with extensions (see cCCML). cVJML/cCML is a markup language with grab that supercharges comprehension of a world lived.
Primer
For the remainder of this text, language will not follow conventional guidelines. It is a change of fields of wave-function that cVJML captures in more completeness. cVJML, therefore retains similar characteristics of optics, waves, particle, photography, and film. Bracket notation is borrowed from embedded parenthesis functions of initial social-wave markers (e.g., citation) propagation from sequencing effects in {<in|un>}<stability|certainty>{wave dynamics}.
道可道 - the path pathed 非常道 - is not the path [ spoken of [ here ] ] 名可名 - the name named 非常名 - is not the name [ spoken of [ here ] ]
Bracket, not to be confused with cVJML, notation preserves records of temporal changes in neural networks required for multi-dimensional thought. Not just thinking in other dimensions, but thinking in multi-leveled dimensions around a nucleus of pre|->sense.
Guidance
Bracket notation is best timestamped for future playback; though not necessary in-situ for GT memo libraries.
Formalization
cVJML uses the following bracket notation structure vertically:
[…[ HCn ]…]
[ HC2 ]
HC1
Where HC1 presents the standard conceptual frame and HCn>1 represents meta-cognitively super-emergent conceptual frames in response to HC1. In this case, higher conceptual frames stores information above in left-to-right languages.
Where … represents the same amount of left and right brackets equal to n.
Where n = 1 does not necessitate a bracket as this signals momentum in a standard conceptual frame.
Where n = 0 is reserved; [REDACTED].
Or horizontally:
[[[ HCn ]]][[ … ]][HC2]HC1
In this case, higher conceptual frames stores information left in left-to-right languages.
Nucleus
cVJML Editor:
any textual input save for reserved keys below where ‘…’ signifies any sequence of text.
Bracket notation writing starts in a field continues sequentially just as typical written language up unto this date.
Example
2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Valent Entry Bracketing 1
cVJML Editor:
… [ [ ]
A Bracket captures a realization perception as the nervous system observed <reflexive|reflected> perceptions.
Example
2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Note that bracketing can continue a line of thought within its valence axis; the continuity remains within the brackets. This sequence within a bracket is called an axial perspective, its angle to other valences become important when deeply nesting valence brackets.
2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Guidance
Bracketing should only be used as a shadow of realization; that is, a reflexive <summarization|summation>, categorization, identification (of interchangable indicators etc.), and other realizations. These are not forced realizations.
Memos
Blue shift, red shift.
Valent Entry Bracketing 2+
cVJML Editor:
[ [ ] … [ [ ]
Bracketing can stack up on on each other, that is, the concepts “below” integrate into a “higher” realization.
Example
2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Guidance
Conceptual [[conjecture: dendritic-spine-]cross-linking] density is proportional to valence.
[ As of this writing, valences as high as 7, 8, 9, 10, and 11 have been generated; its like stretching, reaching out; lateral language topology. 😉 [ bingo. ] ]
Valent brackets occurs when the nervous system received an impulse of excitement which altered temporal recombination. A recollection “snapping off” of <meaning|first touch realization> recollects a similarity between a set of events and dimensions. The bracketed thought will precede the set of events. This is equivalent to <integrating|editing|differentiating> <memories|neural trees> with different <perspectives|dendritic propagation topologies>. Bracketing is a special skill and requires <precision|accuracy>.
The reason for recording the bracket before the sequence of events that triggered the recollection is that this recollection <increases|alters> the prior informational resolution of perspective by way of densification (higher energy, more mass, narrower distribution). It is important to note that the events in memory are still fluidly similar and semi-unaltered. What <changes|densifies> is the perspective in which the events are witnessed.
Valence Bracketing leads to unexpected situations that improve the resolution of previously [ encoded ] symbolized (information pivoted into an interference pattern in the nervous system) information. Take religious expressions dependent on early languages, back-bracketing will lead to an increase in the available resolution of language leading to discoveries such as the beginning being [ both on and off ] indeterminate due to concepts such as Schrodinger’s Cat and Heisenberg’s Uncertainty Principle.
Guidance for Analysts
Realizations for theory generation may tagged; though at higher valences the tagging can become an obstacle as energy expenditure here may disrupt higher valences correlated to more fragile realizations.
- interchangeability of indicators is tagged with “I”
- categorization is tagged with “CAT”
- conjecture are prefixed with “C”
- category relations are best expressed with evidence of coding relations in the memos themselves.
Densification can also be found in Glaser’s comment, “it’s the concept that’s important.” Devolving into description will be easily detected as valence shifts will become less frequent.
Valent Exit Bracketing 1, 2+
cVJML Editor:
… [ ] ]
Exit-bracketing is where bracketing functions cease and forward momentum resumes in a primary axis, this is designated quite simply.
Example 1
2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed2019-07-18 21:17:02 – [[ superpositioned; beyond the four-way mousetrap ]]2016-11-06 03:00:52 – [but cannot be]2016-11-06 03:00:51 – subsequently, time and space, are one
Guidance
Be attentive during the exit bracket function in order to “pull information [ from higher valences] through [ to lower valences, in the perspective/field of the lower valence ]”. The higher the valence, the narrower the gate to pull information through.
Hyper-Valent Entry and Exit Bracketing
cVJML Editor:
[ [ ] + [ [ ]
[ ] ] + [ ] ]
Hyper-bracketing represents bypassed conceptualization during direct perception in a particular perspectives. This is quite difficult to create a syntax for, but is possible through bracket notation by opening and closing a bracket without linguistic expression. However, the record of the bypass, may offer recovery by way of contextual encoding of direct realization.
Example 1
2016-11-06 03:00:39 – [[[[Wow, this is amazing]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Guidance
Hyper-bracketing reveals gaps in knowledge due to increased demand recruiting for resolution rather than expression. Metabolic Expenditure Demand shunts energy for recruitment away from activation, hence the marker representing this function.
Static-Bracketing
cVJML Editor:
[STATIC]
Sometimes while bracketing, especially during hyper-bracketing, it becomes necessary to record a realization that dissolved rapidly in support of a high-velocity valence change. If recorded properly in context, resorting static-bracketing may recover previously “lost” information.
Example 1
2016-11-06 03:00:39 – [[[[STATIC]]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]
Guidance
CONJECTURE: Static bracketing reveals deep troughs between wave-function inner products (integration).
Redactive-Bracketing
cVJML Editor:
Windows: [CTRL] + [R]
Mac: [Command] + [R]
[REDACTION]
cVJML Editor Format:
[REDACTED:GROUP[,GROUP…]:]
Redacted text follows group levels; be sure cVJML editor uses approved secured integrations for cross editor communications. Certain implementations will vary depending on organizational needs.
Redactions are used for preserving fragile concepts, limiting conceptual contamination, and/or isolating sensitive information for classification. A good cVJML Editor allows the user to drop redacted contents through a secure channel to new or existing associated session where cleared readers can unpack this information in realtime.
Example 1
2016-11-06 03:00:41 - [[[[[REDACTED]]]]]2016-11-06 03:00:39 – [[[[STATIC]]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]
Example 2
2016-11-06 03:00:41 - [[[[[REDACTED:50:...]]]]]2016-11-06 03:00:39 – [[[[STATIC]]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]
Example 3
Redactions may be inlined.
There are eight [REDACTED].
Intra-Bracketing
cVJML Editor:
[ Shift ] + [ [ ]
[ Shift ] + [ ] ]
Intra-bracketing is where Valence Brackets are cross-pollinating within the current nucleus or valence. It is possible to record Intra-Bracketing without evidence of influencing Valence Bracketing. Intra-bracketing may be left open for expediency (see Example 2).
Example 1
2016-11-06 03:00:39 – [[[[Wow, this is [ freeing ] amazing]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Example 2
Last post to Jim Alvarez‘s challenge of book covers I love [ that protect books that I love [ that allow conceptual cross-pollination [ that paints a [[ [[[ procedurally iterated-valences ]]] tesseracted ]] picture [ of a pointer [[ that takes memory [ to that which is beyond ]] [ mere conception [ for the purpose [ of liberation [ for all [ swiftly
Guidance
Intra-bracketing is where the axial perspective remains, yet increases in resolution; see [STATIC].
Intra-Bracket Pointer
cVJML Editor:
[^
Note: The cVJML Editor will advance to a bracket, yet upon the control character, a pointer will be dropped where the cursor had been prior.
There are some occasions where there is utility in dropping a “pointer” at the precise position in a sequence of perceptual processing where valence gain is expressing. This is signified by an intra-bracket pointer, where its principal use is in annotating static pointers for eliciting spontaneous recovery by way of perceptual re<cursion|versal>.
Example 1
[[ [ STATIC ] ["]Stop Write[" (Glaser, [TODO])]. ]][[ Information Lost ]]“Reintegrative shaming is not necessarily weak; it can be cruel []2, even viscious. It is not distinguished from stigmatization by its potency, but by (a) a finite rather than open-ended duration which is terminated by forgiveness; and by (b) efforts to maintain bonds of love or respect throughout the finite period of suffering shame.” (as cited in [TODO], p. 34)
Example 2
[[ STATIC ]][ REDACTED ] This is []1 followed by nucleotide[]2 sequencing.
Intra-Valent Bracketing
Intra-Valent bracketing is where intra-brackets provide evidence for recursive reflection.
Example 1
2016-11-06 03:00:39 – [[[[Wow, this is [[very much so]][ freeing ] amazing]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Guidance
Don’t get lost.
Recursion Bracketing
Representative when the axial perspective gains [ redacted ].
Example 1
2016-11-06 03:00:39 – [[[[Wow, this is [[ [STATIC] very much so ]][ freeing ] amazing]]]]2016-11-06 03:00:39 – [[[ - ]]]2016-11-06 03:00:35 – [[Liberated time]]2016-11-06 03:00:36 – [[Time itself is relative, there is no uniform time]]2016-11-06 03:00:18 – [It cannot be uniform]2016-11-06 03:00:23 – [no action at a distance]2016-11-06 03:00:15 – That’s it, the movement of time2016-11-06 03:00:16 – it moves forward at a uniform, speed
Guidance
Definitely don’t get lost.
Parallel Bracketing
cVJML Editor:
[ CTRL ] + [ TAB ]
The command for expanding a bracket around prior brackets.
Parallel bracketing is where multiple thoughts are operating in “threads” – since language is being processed via patterns a new language appears, this is exhibits a multiplexing behavior and is the foundation for Multi-Valent Linguistics (MVL).
Example 1
[ [ [ [ Bracket 3: Thought 1 ] ] ] ][ [ [ [ Bracket 3: Thought 2 ] ] ] ][ [ [ [ [ [ [ Bracket 2: Thought 1 ] ] ] ] ] ] ][ [ [ [ [ [ [ Bracket 2: Thought 2 ] ] ] ] ] ] ][ [ [ [ [ [ Bracket 1: Thought 1 ] ] ] ] ] ][ [ [ [ [ [ Bracket 1: Thought 2 ] ] ] ] ] ]
Bracket Notation Communication
Real-time communication systems where parties can interact suffer the consequences of a language that is insufficient to convey the syntax and operation of the neural network’s internal interference patterns. This can lead to a variety of issues where in one moment, two individuals can be having a shared conversation, whereas in the next moment the two individuals may have diverging perspectives leading to confusion and possibly argumentation. If the situation evolves further, the perspectives and habitual responses to the perspectives may disintegrate leading to not only a “difference of opinion” but possible outright creation of a stereotype that both individuals are enemies as any similarity between them is indistinguishable.
Bracket Notation Discussion
Bracket Notation can be used in communication systems to signal changes in perspectives on a single subject, which may appear at first glance to be a “change of subject” but are efforts to consider the [ the [ aka: [ redacted ] ] [ wave function [ relativistic temporal ] distribution ] probabilistic flow state ] subject with a different perspective.
Vast knowledge unknown awaits in this practice as it presents an opportunity to rapidly accelerate one’s ability to influence time and space. We are “matter pushers” (like ants) which is the same as saying we are “energy pushers”, but it should also be known that we are time pushers.
The physical experiences that lead to this notation leads me to believe that time and space have an indeterminate intersection (see “infinite invariability of time”). It is known that light is known to mathematically and physically travel across great distances instantaneously from its own perspective, that all life has done the same. We essentially are beings experiencing that which . We want to know how we got here, and this question is increased in resolution with bracket notation to ultimately solve the question.
All questions can be solved; all problems can be reasoned more effectively this way.
Within, I present the primer for bracketing, we shall continue.
As Applied to Behavior Analysis & Modification
The ability to not only identify automatic thoughts (Beck, 1963) but organize automatic thoughts outside of temporal modes, is very helpful. cVJML does seem to be very useful in the identification and confronting of automatic thoughts as antecedents. It can shunt energy otherwise channeled to behavioral execution of psychomotor planning, but also directly provide consequences for automatic thoughts by way of cVJML application.
References
Beck, A. T. (1963). Thinking and depression; I. Idiosyncratic content and cognitive distortions. Archives of General Psychiatry, 9, 324–333.
Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage. Behavioral Brain Sciences, 24(1), 87–185. https://doi.org/10.1017/s0140525x01003922
Glaser, B. (1978). Theoretical Sensitivity: Advances in the Methodology of Grounded Theory. Sociology Press.
Luck, S. J., & Vogel, E. K. (1997). The capacity of visual working memory for features and conjunctions. Nature, 390, 279–281. https://doi.org/10.1038/36846
Miller, G. A. (1956). The magical number seven, plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63(2), 81–97. https://doi.org/10.1037/h0043158
Posner, M. I. (1978). Chronometric explorations of mind. Lawrence Erlbaum.
Sperling, G. (1960). The information available in brief visual presentations. Psychological Monographs: General and Applied, 74(11), 1–29. https://doi.org/10.1037/h0093759
Appendix I: Change Modification Log
06 NOV 25 - Moved Change Mod to Appendix I to reflect site re-architecture efforts arriving at greater clarity; updated abstract to move toward memory traces; refactored headers; updated references to implement indentation.12 SEP 25 - BREAKING CHANGE - Refactored MDL to CVJML and updated text for clarity, disambiguation, and differentiation.23 SEP 23 - Alignment of pointer/primers.21 JAN 22 - Added MDL pointer.09 OCT 21 - Corrected styles in examples; added BA comments.23 JUN 21 - Added MDL Redactions; supports information security classification.21 JUN 21 - BraKet notation moved to MVL.16 JUN 21 - Enhanced Change Mod.13 JUN 21 - Added MDL Refactoring Section & Functional Form Inversion.28 OCT 20 - Refactored Layout for Reference Format.26 JUN 19 - Initial Publication from Private Memos.
Appendix II: Research Memos
<non-linearly|linearly>dimensions in neural networks are basically Pivoted Distribution Curvesto revise spatial patterns within the nervous system, and temporal patterns. since the nervous system is an interference engine of sorts, this ability is equivalent to hacking the source code of awareness, cognition and intelligence.認知価量量子跳躍マークアップ言語: A technology invention for the purpose of high volume information-cracking driven by a plurality of implementations of neural signal processing. This is a foundation for Cognitive Coherence-Condensate Markup Language (cCCML).

