Geometric observability & analysis

RightMinds

See the shape of the interaction.

RightMinds builds geometric observability and analysis for relational dynamics: how influence travels, decays, amplifies, and changes direction across human-AI interactions, AI-AI exchanges, and multi-party agent networks. See not just what happened, but how participants shape what can happen next.

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Research release · RM-EXP-016 · Public prototype V0.01

A public Maxwell research surface for exploring relationships and tracing them to source records. Working internal analysis in approximately 48 hours; public prototype in five days. The original findings belong to the source researchers. Our investigation continues.

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Observability should make trust cheaper without making deception cheaper.

Build relationships that permit cooperation. Build instrumentation that does not require faith.

Our view on trust

Two products. A geometric perspective.

Orbital brings observability to AI conversations. Maxwell supports investigation across connected evidence. Both are pre-release.

Pre-release · Internal research

RightMinds Orbital

Local-first conversation history and interaction exploration. Public-release functionality is being narrowed as sensitive analysis moves into Maxwell. Bounded trials may be considered where the client environment is suitable.

Working research instruments. Methods are experimental and validation remains very incomplete.

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Pre-release

RightMinds Maxwell

Behavioral observability across connected participants, messages, and artifacts. Explore the public RM-EXP-016 research surface while sensitive analytical capabilities are being developed server-side.

Working research instruments. Methods are experimental and validation remains very incomplete.

Explore Maxwell

What geometry makes visible

Individual records tell part of the story. Their distances, connections, direction, and movement over time reveal patterns that are difficult to inspect one record at a time.

Relationships

Explore which threads, participants, and artifacts connect. Compare neighborhoods and follow a relationship back to its supporting observations.

Trajectories

Inspect how topics and frames move over time. Compare periods and participants to see continuity, divergence, and shifts in direction.

Steering

Examine which participant appears to shape an interaction, and how that balance changes across turns.

Transmission & decay

Investigate which semantic directions survive an exchange, which weaken, and how an interaction transforms what passes through it.

Loop amplification

Examine what happens when influence returns through a feedback loop: what persists, what fades, and what becomes amplified.

Coupling & synchronization

Study how participants move together or diverge, and how dependencies and coordinated patterns develop across multi-party interactions.

From a pattern to the evidence behind it.

A graph is a starting point for investigation. Useful analysis lets you inspect underlying turns, messages, timestamps, and relationships, understand what a measurement represents, and distinguish an observed connection from an inferred association.

How the analysis works

Visibility supports better decisions.

Research, product analysis, and effective governance depend on understanding what is happening. RightMinds supplies an observability and analysis layer: evidence people can examine, question, and use. Decisions about intervention remain with the people responsible for the system.