The Ubiquitous
Sphoṭa–Pratibhā Model
Consciousness centred communication.
How meaning takes shape—and changes what we do.
A sentence becomes meaningful to someone. That person searches for words, meets another interpretation and may revise a judgment. The USP model follows this movement from lived understanding to the expressions, decisions and actions through which it matters.
“I understand.”
What happens next?
A teacher explains that correlation does not establish causation. A student follows the example and finds it clear. In a new case, she treats two things moving together as proof that one caused the other.
Asked to explain her reasoning, she notices the missing distinction. A counterexample changes her answer. Yet the group may already have submitted the worksheet.
Something can feel clear, become fluent speech and help finish a task—while understanding or justification remains unresolved.
USP brings these differences into one account. It follows the same meaning as a participant apprehends it, formulates it, encounters a response and carries a revision into shared activity.
The unit of analysis is a situated meaning episode: a stretch of activity in which someone encounters, forms, expresses, revises or withholds an interpretation.
A whole expression.
A meaning that becomes available.
Recognising the individual words does not exhaust understanding their connection. USP draws on Bhartṛhari to place that connection at the centre of communication.
The apprehension of the import of an expression encountered as a linguistic whole.
Sphoṭa
The structural perspective. The expression is encountered as a meaningfully organised whole. The relation between its parts matters.
Pratibhā
The apprehensive perspective. The import of that whole becomes available to this participant, in this situation.
Two aspects of one meaning episode. Their relation is not a causal sequence from one box to another.
Watch the connection
“Only applications submitted before Friday will be considered.”
A reader may recognise every word yet miss how the submission time governs eligibility. Apprehending the whole means grasping that relation.
What does “import” mean?
It is the significance someone takes an expression to have: what it represents, implies or makes relevant for a response. The notice may become a reason to submit today or ask for an extension.
That apprehension can be partial or mistaken. Understanding what a claim says, recovering a speaker’s intention and having reasons to accept the claim remain separate questions.
Meaning forms, meets a response
and returns.
Both participants can apprehend, formulate and revise. Their expressions meet in a public encounter shaped by language, relationships, institutions and the opportunities available to act.
The bilateral and recursive architecture
Figure 1 · Web adaptationLanguage and knowledge · Purposes · Relationships · Institutions · Technical access
Participant A · Field α
Situated lived awareness
Prakāśa–vimarśa frames experience throughout.
Sphoṭa–pratibhā
A linguistic whole and its apprehended import.
Two aspects of one episode.
Formulation · Madhyamā
Structure inwardly; explain, rephrase or revise. Words can reshape an available sense.
Review and appraisal
What did I understand? What supports accepting it?
↶ Can reopen apprehension and formulationPaśyantī: a resource for emerging sense before differentiated words.
Public encounter
Manifest expression
Speech · Writing · Records
Questions and responses
Shared decisions and actions
Vaikharī informs vocal expression; writing extends the account across linguistic media.
Participant B · Field β
Situated lived awareness
Prakāśa–vimarśa frames experience throughout.
Sphoṭa–pratibhā
A linguistic whole and its apprehended import.
Two aspects of one episode.
Formulation · Madhyamā
Structure inwardly; explain, rephrase or revise. Words can reshape an available sense.
Review and appraisal
What did I understand? What supports accepting it?
↶ Can reopen apprehension and formulationPaśyantī: a resource for emerging sense before differentiated words.
Abhidhā · Lakṣaṇā · Vyañjanā
Denotation · Secondary indication · Suggestion
I · Intelligibility G · Grasp X · Articulation C · Coordination W · Warrant M · Human intention fidelity
What the model asks us to follow
These principles connect the participant’s experience of meaning with what is expressed, questioned and changed in shared activity.
Apprehension is situated.
An expression becomes meaningful to someone with a particular language, history, purpose and opportunity to act. Public conventions constrain interpretation; authority, language access and deadlines shape what can be understood or corrected.
Formulation participates in meaning formation.
Speaking or writing can uncover a distinction that an emerging sense had not yet separated. Formulation can also distort an adequate grasp. The model follows what changes in the content and its later use.
Coordination does not establish interpretive identity.
People can complete a task while understanding it differently. They can also understand one another and disagree. Successful joint activity establishes an achievement relative to a purpose; it does not establish identical experience.
Reflective return requires consequential uptake.
A revised interpretation acquires public force when it can alter the relevant commitment, record or action. Analysis must trace whether the correction became intelligible, whether response was possible and whether the consequential object changed.
Communicative achievement is differentiated.
Feeling that something makes sense, applying it, explaining it, working together and judging its grounds answer different questions. Their divergence helps locate the problem that an encounter leaves unresolved.
Six questions hidden inside
“Did communication succeed?”
At the broader level, USP distinguishes apprehension, coordination and warrant. These six evidential targets make that distinction precise for research and practice.
Intelligibility · I
Does the relation seem to fit together?
A participant’s report of experienced intelligibility. Felt clarity alone does not establish competent use or adequate grounds.
Grasp · G
Can the person use it in a new case?
Application to unfamiliar cases against an independent standard. Competent use may exceed what someone can put into words.
Articulation · X
Can the relation be expressed adequately?
An explanation assessed for its relevant connections. Language and production demands matter; fluent expression alone does not certify grasp.
Coordination · C
Can participants make substantive joint progress?
Conduct and outcomes judged against a declared purpose. Agreement or a finished worksheet alone may leave individual learning unresolved.
Warrant · W
What supports accepting the claim?
Reasons assessed under an explicit evidential standard, including relevant objections. A lucky correct answer can still be poorly warranted.
Intention fidelity · M
Does this preserve the human source’s intended import?
Comparison with independently documented human intention. Faithfully understanding a false claim supplies no reason to endorse it.
These targets are evidential distinctions. They are neither compulsory stages nor six established latent factors. Their distinction does not require statistical independence. Correctness is assessed separately where it can be independently established.
From a clear explanation
to a changed answer
Return to the student learning about correlation and causation. Open each moment to see what changed—and what evidence is still needed.
This is an illustrative classroom sequence. The architecture allows repeated returns, failed repair and withheld assent.
“That explanation is clear.”
The student reports that the explanation makes sense. This supplies evidence about experienced intelligibility. An application task is still needed to examine what she can use.
A new case exposes the gap.
She infers that one variable caused the other merely because they moved together. Her application conflicts with the target distinction. Explaining her reasoning makes the missing qualification available for scrutiny.
A counterexample changes her judgment.
She now recognises why a third factor could account for both changes. Her revised reasons can be assessed for warrant. A further unfamiliar case checks whether her grasp changed as well.
Does the correction reach the worksheet?
The group may revise its shared answer—or the submission may already be locked. Her changed understanding and the group’s public record can diverge. Consequential return directs attention to this final connection.
Concepts that build the theory
Indian philosophy shapes the questions and relations of the model. Each resource carries a particular task within USP’s contemporary reconstruction.
Bhartṛhari · Philosophy of language
Wholeness and apprehension
The Vākyapadīya supplies the central inquiry into linguistic wholes and sentence meaning. Sphoṭa–pratibhā joins the organisation encountered through an expression with the apprehension of its contextual import.
Pratyabhijñā · Consciousness and reflexivity
Experience and its presence to us
Prakāśa–vimarśa informs the distinction between intrinsic reflexivity and deliberate reflection. Understanding can occur without a second, explicit judgment announcing that understanding.
Nyāya · Cognition and grounds
Examine what was understood
Anuvyavasāya supplies a comparison for attending to a preceding cognition. Reviewing an interpretation and judging its grounds are distinct activities. Either can lead to revision, rejection or suspended judgment.
Sanskrit poetics · Suggestion and aesthetic experience
Meaning beyond direct assertion
Abhidhā, lakṣaṇā and vyañjanā inform denotation, secondary indication and suggestion. Dhvani, rasa and sahṛdaya open inquiry into suggested import, aesthetic experience and cultivated responsiveness.
Explore the speech registers and key terms
- Paśyantī
- A resource for an emerging sense before differentiated linguistic formulation.
- Madhyamā
- Inward linguistic structuring: a principal site of recursion as a person tests, rephrases and renews an interpretation.
- Vaikharī
- Manifest vocal articulation. Written and signed applications require attention to their own linguistic organisation.
- Anuvyavasāya
- Subsequent cognition of a preceding cognition in the Nyāya comparison. It remains distinct from intrinsic reflexivity.
- Abhidhā
- Denotation or direct signification.
- Lakṣaṇā
- Secondary indication, interpreted through language and context.
- Vyañjanā
- Suggestion: import that exceeds what is directly stated.
- Dhvani
- Suggestion in the poetic inquiry. This technical use is distinguished from uses concerning sound in linguistic discussion.
- Rasa
- Aesthetic experience that can consummate an episode and generate rereading or further expression. It is not a universal endpoint, ordinary liking or factual assent.
- Sahṛdaya
- Cultivated responsiveness relevant to apprehending suggested import. It concerns competence and receptivity, rather than simply a listener taking a speaking turn.
An AI reply enters
a human meaning episode.
A system can answer, question, reformulate and announce completion. These turns shape what the user understands and does. USP couples the human experiential account with a record of the system’s configured functions.
An asymmetric human–AI architecture
Figure 2 · Web adaptationLanguage · Knowledge · Purpose · Sources · System version and context · Interface permissions
Human participant
Situated lived awareness
Prakāśa–vimarśa frames experience throughout.
Sphoṭa–pratibhā
A linguistic whole and its apprehended import: two aspects of the human meaning episode.
Formulation · Madhyamā
Form a prompt, interpret a reply, explain or revise an account.
Review and appraisal
Inspect the interpretation and its grounds.
↶ Can reopen apprehension and formulationPaśyantī: a resource for emerging sense before differentiated words.
Public interface
Prompts and replies
Available source records
Shared task state
Permissions and revision
Computational system
Functions as configured
Document what the system can access and change.
Process available input
Prompts, context and accessible sources.
Generate or retrieve
Produce or select replies; explain, question or acknowledge.
Update task state
Carry out permitted operations. Check the consequential record.
Human experiential structures are not assigned to this side of the figure.
I · Intelligibility G · Human grasp X · Articulation C · Coordination W · Warrant
M · Documented human intention S · Specification fidelity
Look for the connection
that has broken.
In education
Locate the difficulty. Does a learner need a missing rule, help expressing an available grasp, stronger reasons or an opportunity to revise? A fluent answer is one observation alongside application and reasons.
In journalism
Follow a qualification from a source statement into a headline, an audience’s interpretation and a correction. Source fidelity, factual warrant and the circulation of the corrected record can diverge.
In communicative agency
Create room to question, compare, revise and withhold assent. A person can understand a claim and reject it on adequate grounds. Compliance alone cannot measure communicative achievement.
A model with questions
that evidence can answer.
V2 presents four research propositions. They specify predicted relations and conditions under which the proposed extensions lose support. They are hypotheses, not reported findings.
P1 · Relational apprehension and differentiated evidence
Test whether experienced intelligibility diverges reliably from grasp and articulation when language access, task difficulty, expressive demands and measurement error are addressed.
A further test asks whether a relation-specific integration report improves prediction of clarification choices beyond equally specific understanding and confidence judgments. Redundancy defeats that additional measurement claim; repeated absence of the stipulated discrepancies challenges the separability extension.
P2 · Generative formulation and prior competence
For learners who show grasp but articulate it poorly, recipient-directed formulation is predicted to improve later articulation more than an informationally matched worked explanation, without a meaningful transfer loss. Where grasp and articulation are both weak, worked explanation is predicted to benefit delayed transfer more.
The claim loses support if the relevant profiles cannot be reliably identified, or sufficiently precise estimates exclude the planned interaction and transfer margin. A general benefit from self-explanation does not establish this profile-specific prediction.
P3 · Appraisal and usable grounds
Test whether structured appraisal improves reason-sensitive judgment when relevant grounds are usable. Participants identify the claim, inspect support, consider a plausible defeater and accept, reject or suspend judgment.
Supported and unsupported claims distinguish better judgment from indiscriminate rejection. Precise absence of a useful benefit under effective conditions defeats the specified extension. A shared prediction from epistemic-vigilance accounts does not establish USP’s superiority.
P4 · Consequential return and revision opportunities
Test whether relevant clarification improves substantive coordination when a documented mismatch is repairable and participants can revise the consequential task state. Compare individual understanding, proposed revisions and the public decision.
A locked answer alone supplies no informative confirmation. The proposition loses support when relevant clarification precisely fails to improve substantive revision despite a repairable mismatch and a usable opportunity.
The comparative task is to establish what tracing these transformations explains beyond independent outcome scores and strong alternatives from comprehension, metacognition, self-explanation, grounding and epistemic vigilance. Added explanatory or predictive value remains to be demonstrated.
Keep the scope clear.
Does consciousness centred communication require a nondual ontology?
The model places lived apprehension within the event being explained. The stronger position that consciousness grounds all reality requires a separate philosophical argument. Scholars can investigate the communication architecture from different ontological positions; an observed formulation effect cannot establish nondualism.
Does “ubiquitous” mean that the model explains every signal or medium?
The initial domain is linguistic encounters with relevant language access, including speech, reading, writing and linguistically mediated human–AI communication. “Ubiquitous” names an intended reach across ordinary settings. Extensions to images, gesture or music must identify the meaningful unit, competence and evidence involved. Pure transport and uninterpreted machine traffic fall outside the present experiential core.
How does USP relate to other communication theories?
USP engages phenomenology, participatory sense-making, comprehension, metacognition, pragmatics, grounding and epistemic vigilance. It also enters conversation with Indian communication inquiry, including Sādhāraṇīkaraṇa. Its contribution is the specified sphoṭa–pratibhā centre and the relations connecting lived apprehension, formulation, scrutiny and consequential return. Familiar effects remain open to established explanations.
Has the full model been empirically validated?
V2 is a theoretical article and prospective research programme; it reports no newly collected empirical study. Philosophical allocations remain answerable to source criticism and argument. Measures, predicted effects and claims of additional explanatory value require their own tests and can fail.
Can disagreement be a successful outcome?
Yes. Someone can faithfully understand a claim and reject it on adequate grounds. Making the claim intelligible, aligning an activity and justifying acceptance are distinct achievements. Warranted refusal can express communicative agency.
Selected sources and further reading
Pandey, U. S. (2026). The Ubiquitous Sphoṭa Pratibhā Model of Consciousness Centred Communication: An Indian philosophical account of meaning formation and consequential return. Version 2 preprint. Read on SocArXiv ↗
Bhartṛhari (1965; 1977). The Vākyapadīya, Chapter I with the Vṛtti, and Kāṇḍa II (K. A. Subramania Iyer, Trans.). Chapter I repository record ↗
Utpaladeva (2002). The Īśvarapratyabhijñākārikā with the author’s Vṛtti (R. Torella, Ed. & Trans.; corrected ed.). Motilal Banarsidass.
Ānandavardhana (1990). The Dhvanyāloka with the Locana of Abhinavagupta (D. H. H. Ingalls, J. M. Masson, & M. V. Patwardhan, Trans.). Harvard University Press. Publisher ↗
Das, N. (2023). Pratibhā, intuition, and practical knowledge. British Journal for the History of Philosophy, 31(4), 630–656. DOI ↗
David, H. (2021). Pratibhā as vākyārtha? Bhartṛhari’s theory of “insight” as the object of a sentence and its early interpretations. Journal of Indian Philosophy, 49(5), 827–869. DOI ↗
Pandey, U. S. (2025). Synthesizing Nyaya rhetoric and Sphota linguistic approaches: A comprehensive exploration of an Indian communication framework. World of Media. Journal of Russian Media and Journalism Studies, 2, 52–72. DOI ↗
The V2 preprint supplies the full theoretical argument, textual anchors, comparative literature, research designs and references.
Follow meaning.
Examine what changes.
The USP model connects how an expression becomes intelligible to someone with the public commitments through which that understanding acquires consequences. The V2 preprint develops the philosophical foundations, five principles, two architectures and proposed tests.
Pandey, U. S. (2026). The Ubiquitous Sphoṭa Pratibhā Model of Consciousness Centred Communication: An Indian philosophical account of meaning formation and consequential return (Version 2) [Preprint]. SocArXiv. https://osf.io/preprints/socarxiv/t5dmx_v2
Excellent 👌👌
Dear sir
It’s new innovative approach and true representation of Indian Communication System.
Kudos to you USP sir for this USP Indian Communication Model
Thanks and regards
Very interesting Sir.. Innovative approach to Indian linguistics and communication systems..
It’s a very interesting topic. To ensure broader understanding, the introduction should also offer a concise overview of these terms, including their etymology and contexts of usage.