Live Experiment Dashboard

Name: R.A.M. Cognitive Decision Study Live Results
Creator: Ionut Palade

Live aggregate study metrics, updated in near real-time and quality-filtered for reliability.

Disclaimer: these are exploratory aggregate indicators and do not represent final causal conclusions. Metrics are continuously updated and may change as data quality filters and sample size evolve.

Last refresh: - | Auto refresh: 30s

Total responses

All submissions

Quality-pass responses

After quality filters

CFS mean

1-7 scale

Mental Space mean

1-7 scale

Primary Effects (Aligned minus Baseline)

Positive values indicate higher scores in aligned condition. For heaviness and time-to-action, lower values are typically preferable.

Quality Funnel (percentages)

Quality Pass

Attention Fail

Low-effort Text

Straightlining

Mean duration: - min | Median duration: - min | Mean age: -

Count breakdown: pass - / total -, attention fail -, low-effort -, straightlining -.

Score Profile (1-7)

Condition Means

Metric	Aligned	Baseline	Gap (Aligned-Baseline)

First-Action Time (minutes)

Response Preference

Uncertainty (95% CI)

Metric	N	Mean	95% CI

N Per Analysis

Analysis endpoint	N used

Order Effect Check

Metric	baseline_first	aligned_first	Delta

Reproducibility Metadata

Abbreviations & Measures

CFSCognitive Friction Scale (1-7), higher = more friction.

MSMental Space.

DFDecision Flow.

PMPattern Mapping.

RAARhythm-Aligned Action.

gap_*_aligned_minus_baselineCondition contrast after order recoding by vignette_order.

quality-passResponses passing attention check, low-effort, and straightlining filters.

Rhythm Distribution

AI Use Distribution

Role Distribution

Daily Submissions

Daily submissions (bars) Cumulative submissions (line)

Copyright & Citation

(c) Ionut Palade (J.P. Winter). Live aggregates and dashboard presentation are provided for research communication. If reused in publications, presentations, or secondary analyses, please cite the framework source and include access date + dashboard URL.

This dashboard is exploratory. Confirmatory claims will be reported after the preregistered phase.

Suggested citation: Palade, I. (2026). The Rhythmic Architecture of Mind (R.A.M.): A Rhythm-Based Cognitive Architecture for Decision-Making and Human-AI Interaction (v1.0). Zenodo. https://doi.org/10.5281/zenodo.18198847

Additional publication: Palade, I. (2026). R.A.M. A Meta-Cognitive Alignment Architecture for Reducing Cognitive Friction in Human and Human-AI Interaction. Zenodo. https://doi.org/10.5281/zenodo.18803288

Methodology record: /methodology/

How to Cite This Dashboard

APA style

Includes access date (UTC) and dashboard URL.

BibTeX

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