Observe the interaction
Capture declared interaction evidence such as turns, roles, timing, topic movement, and changes in available options. RightMinds does not require private chain-of-thought or proprietary model weights.
Explore relationships. Follow change. Inspect evidence.
RightMinds uses geometry to examine how interactions connect and change across time. Orbital focuses on AI conversation analysis; Maxwell explores connected evidence. Both products are pre-release.
The observability workflow
Measure change across time
Analyze the trajectory rather than treating each output as an isolated event. Candidate signals include drift, narrowing, steering balance, uncertainty mismatch, and relational change.
Preserve provenance
Bind every externally relied-upon measurement to the evidence, method version, configuration, and known limitations needed to reconstruct and challenge it.
Support investigation
Follow a pattern back to its supporting observations. Compare context, examine alternative explanations, and use the evidence to inform research, product decisions, or governance.
The interaction layer
Signals, not private thoughts
RightMinds focuses on observable interaction structure: timing, frame movement, the balance of questions and assertions, options and conclusions, and changes in which participant is setting direction. These signals can support investigation without profiling a person’s beliefs or reconstructing a hidden internal state.
Evidence and interpretation
Keep the analytical steps inspectable.
Separate source observations from derived relationships and proposed explanations. Preserve the method version, configuration, and limitations so a reviewer can examine how a result was produced and challenge what it is taken to mean.
Measurement is not certification.
RightMinds verifies whether the measurement channel is intact. It does not determine whether the measured system is acceptable.
Verification must name its scope: the evidence, method version, configuration, and checks performed. A verified data path or reproducible result is not a blanket claim that every metric is validated, every interpretation is correct, or the system is safe, lawful, or ethical.
RightMinds can verify that the instrument worked. It cannot absolve the operator.
Reports provide evidence for investigation and accountable decisions. They do not transfer responsibility away from operators or replace domain expertise, legitimate authority, consent, and the ability to challenge a conclusion.
Make the dynamics visible. Keep authority accountable.
This is a product and institutional commitment, not merely a disclaimer. RightMinds must not become a hidden mechanism for deciding which interactions or trajectories are permissible. Instrument settings, analytical assumptions, and interpretations should be distinguishable from decisions about intervention.
We build observability so others can examine, question, and correct consequential systems. We do not turn a narrow technical attestation into moral approval.
Built against extraction
Interaction observability must not become involuntary inference, covert surveillance, behavioral manipulation, or a hidden mechanism for narrowing human choice. Consent must be informed, revocable, and bounded to the context in which it was given.