Features

1. Dialogue Architectures

2. Debate Modes

3. Analysis Modes

4. Control, Transparency & Portability

1. Dialogue Architectures

Six strategies structure the way AI models exchange — from Alternating Dialogue to Adaptive Cross Trilogue. Read more about the specificities of each architecture in our dedicated page.

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Alternating Dialogue

One response at a time — first model A, then model B. The user can intervene after each individual response and generate an analysis of the exchange via a third-party model after each complete turn.

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Adaptive Alternating Dialogue

One response at a time — A then B. The user sets the debate mode after each individual response — 5 modes available, from convergent to refutational — and can generate an analysis of the exchange after each complete turn; distinct roles can be assigned to each model.

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Cross Dialogue

At each turn, both models respond simultaneously. The user can intervene after each turn and generate an analysis of the exchange via a third-party model.

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Adaptive Cross Dialogue

At each turn, both models respond simultaneously. The user sets the debate mode between each turn — 5 modes available, from Convergent to Refutational — and can generate an analysis of the exchange via a third-party model.

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Cross Trilogue

At each turn, three models respond to one another — third positions, coalitions and arbitrations emerge naturally. The user can intervene after each turn and generate an analysis of the exchange via a third-party model.

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Adaptive Cross Trilogue

At each turn, three models respond to one another. The user sets the debate mode between each turn — 5 modes available, from Convergent to Refutational — and can generate an analysis of the exchange via a third-party model.

2. Debate Modes

Five modes are available in all adaptive strategies. They define how models engage with each other — from shared ground-building to full deconstruction. Interaction depth is calculated in real time by a third-party LLM judge.

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Convergent

Focus on agreements and developing shared ground. Models  reinforce common positions.

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Constructive

Co-construction with exploration of nuances. Models build on each other’s contributions.

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Balanced

Moderate debate, both constructive and critical. A middle ground between convergence and confrontation.

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Critical *

Direct, reasoned critique within a defined framework. Models challenge each other’s positions.

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Refutational *

Deconstruction of frameworks and presuppositions; meta-analysis of discourse.

* Contradiction only damages what deserved it.

3. Analysis Modes

Seven analysis modes are available in all strategies. Each reveals a different layer of what the dialogue produced. Analysis is performed by a dedicated third-party model. Model reasoning is displayed throughout.

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Meta-Analysis

What structures the exchanges — axioms, epistemic styles, implicit frameworks that shaped the debate.

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Integrative Synthesis

What was said — agreements, disagreements, and how positions evolved across turns.

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Emergence Analysis

What was built — co-constructed ideas, semantic shifts, concepts that appeared through dialogue rather than being brought in.

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Tension Mapping

What resists — persistent divergences, unresolved contradictions, and the points where models could not converge.

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Critical Archaeology

What made this debate possible in this form — the conditions, assumptions, and framings that enabled the exchange to take the shape it did.

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Horizon of Possibilities

What the debate announces without saying — implicit directions, unexplored angles, and futures the dialogue opened without entering.

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Argumentative Evaluation

How each model reasoned — quality of inferences, treatment of objections, falsifiability of positions. The only evaluative mode, distinct from the six descriptive ones.

4. Control, Transparency & Portability

Every parameter visible. Every session manageable at depth. Sessions that travel: every dialogue is exportable, importable, and shareable.

Real-time Metrics

Tokens (in, out, total) and costs are calculated and displayed in real time at every response, summary, synthesis, and scoring event.

Interaction Depth Scoring

In adaptive strategies, a third-party LLM judge calculates interaction depth between models : argument responsiveness, cross-referencing.

Temperature Control

Adjust the temperature of each model independently — a granular parameter in order to calibrate creative range vs. precision.

Web Access

Enable web access per session when models need to consult live sources. Available as an advanced parameter.

Context Summaries

A lightweight third-party model generates periodic summaries to preserve and optimize context across long sessions. 

Reasoning Display

For models that expose their reasoning process, the reasoning trace is displayed in the session view.

Export Formats

Export any session in three formats: Markdown (.md) — lightweight, portable, readable in any text editor, docx, JSON.

Import & Resume

Import any JSON Snapshot to resume a session exactly where it left off (session state, including parameters and history).

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Languages

Metamorfon is fully available in 11 languages: English, French, Spanish, German, Italian, Dutch, Portuguese, Danish, Swedish, Norwegian, Polish.

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