Thinking research cockpit

Thinking Research Cockpit

Internal control surface for psychology, cognition, and NanoBot brain feature research.

Planned domain thinking.dovechain.org
Runs 8
Tasks 1
Claims 10
Feature candidates 1
Red-team reviews 10
Feature-gated streams 1

Program runs

Fixed-output workflow before synthesis begins.

Run Status Total tasks Completed tasks Total claims Red-team kills
2026-03-10_08-21-53_601532 completed 1 1 10 1
2026-03-10_08-18-16_506210 completed 1 1 10 0
2026-03-10_08-16-18_374291 failed 1 0 0 0
2026-03-10_08-10-26_034357 failed 1 0 0 0
2026-03-10_08-00-15_998391 completed 1 1 0 0
2026-03-10_08-00-15_297237 completed 1 1 0 0
2026-03-10_07-53-25_732033 failed 1 0 0 0
initial_program_run draft 6 0 3 0

Research tasks

Each worker must stop at 8 to 12 claims.

Consciousness

feature-gated

Task ID: consciousness_001

Status: completed

Claims: 10 / 12

Red-team actions

Adversarial review is measured by destructive quality.

2026-03-10_08-21-53_601532:consciousness_001:claim:002

kill

Claim overstates IIT's empirical basis with 'low' evidence_strength and confidence 0.6, but even this is generous given widespread criticism of Φ as untestable and computationally intractable; twin implication correctly notes non-implementability, but claim itself is weakly supported.

Action: Remove or replace with a more critical statement: 'IIT proposes consciousness corresponds to integrated information (Φ), but this faces significant empirical and theoretical challenges.'

2026-03-10_08-21-53_601532:consciousness_001:claim:010

non_actionable

Claim is an interpretation summarizing theoretical debates without clear empirical resolution; twin implication to differentiate access vs. phenomenal consciousness is speculative and not grounded in implementable metrics.

Action: Flag as theoretical overview; avoid direct implementation in twin design without operationalizable detection rules.

2026-03-10_08-21-53_601532:consciousness_001:claim:004

downgrade

Claim states Recurrent Processing Theory 'suggests' accurately, but evidence_strength 'medium' and confidence 0.7 are high given limited empirical support and strong critiques from GNWT on reportability.

Action: Lower confidence to 0.6 and note: 'Evidence primarily from visual perception studies; generalizability to other modalities and full conscious access is debated.'

2026-03-10_08-21-53_601532:consciousness_001:claim:007

narrow

Claim overgeneralizes metacognition and self-model continuity as 'critical for consciousness' without specifying which aspects of consciousness (e.g., access vs. phenomenal); evidence is correlational and theory-dependent.

Action: Revise to: 'Metacognition and self-model continuity are implicated in certain aspects of consciousness, such as self-awareness and reportability, based on prefrontal and default mode network correlations.'

2026-03-10_08-21-53_601532:consciousness_001:claim:003

return_for_stronger_sourcing

Claim presents HOT theories as requiring prefrontal activity, but sources (Lau & Rosenthal, 2011; Brown et al., 2019) provide indirect evidence; need more direct neuroscientific studies linking HOT to specific prefrontal mechanisms.

Action: Seek additional sources with direct neural evidence (e.g., fMRI studies on meta-representation) to support the prefrontal cortex link.

2026-03-10_08-21-53_601532:consciousness_001:claim:001

context_limited

Claim states GNWT 'proposes' accurately, but evidence_strength 'medium' and confidence 0.8 may overstate empirical support given strong competing views and ongoing debates about neural correlates.

Action: Add note: 'GNWT is a prominent but contested theory; empirical support is mixed, with alternative models offering different explanations for global broadcasting phenomena.'

2026-03-10_08-21-53_601532:consciousness_001:claim:009

downgrade

Claim generalizes 'distributed access' as a settled feature of consciousness, but competing localist theories and IIT challenge this; evidence shows correlations with disorders but not definitive causal mechanisms.

Action: Lower confidence to 0.7 and revise evidence_strength to medium; clarify that distributed connectivity is associated with, but not proven necessary for, conscious states.

2026-03-10_08-21-53_601532:consciousness_001:claim:005

context_limited

Claim presents Predictive Processing as a consensus view of consciousness origin, but it is one competing framework among many (e.g., GNWT, IIT) with limited direct evidence linking prediction error minimization to subjective experience.

Action: Add context: 'Within Predictive Processing frameworks, some theorists propose consciousness arises from hierarchical prediction error minimization, but this remains a theoretical position rather than an established fact.'

2026-03-10_08-21-53_601532:consciousness_001:claim:006

narrow

Claim overstates support for GNWT by ignoring competing explanations from Recurrent Processing Theory and IIT for the same experimental phenomena; evidence supports correlation but not exclusive causation.

Action: Revise to: 'Evidence from binocular rivalry and attentional blink experiments is consistent with GNWT predictions, showing correlations with global neural synchronization and fronto-parietal activation, though alternative interpretations exist.'

2026-03-10_08-21-53_601532:consciousness_001:claim:008

pass

Claim accurately states the unresolved nature of the hard problem with strong sourcing and appropriate caveats; twin implication correctly notes non-implementability.

Action: No change needed; claim is well-supported and appropriately limited.

First wave

Parallel streams that should complete before merge work begins.

Consciousness

P1

consciousness_001

Development and Attachment

P1

development_001

Psychology and Philosophy History

P1

history_001

Thought Formation

P1

thought_formation_001

Twin Architecture

P1

twin_architecture_001

Second wave

Follow-on streams and integration work after first-wave outputs stabilize.

Brain Biology

P1

brain_biology_001

Claims ready for operator review

Evidence-first claims with explicit twin implications.

Claim Domain Type Evidence Confidence Review status Twin implication
The hard problem of consciousness—why and how physical processes give rise to subjective experience—remains unresolved across all major theories, limiting direct implementation in digital systems. Consciousness retrieved_fact high 0.95 candidate Non-implementable as a module; design must focus on functional correlates like access and reportability rather than subjective experience.
Evidence from binocular rivalry and attentional blink experiments supports GNWT by showing that conscious access correlates with global neural synchronization and fronto-parietal activation. Consciousness retrieved_fact high 0.90 needs_revision Can become a detection rule for conscious access based on synchronization patterns to model attention and reportability.
Predictive Processing frameworks view consciousness as arising from the brain's hierarchical prediction error minimization, with conscious perception tied to top-down predictions. Consciousness retrieved_fact high 0.85 needs_revision Can become a module for hierarchical prediction-error minimization to simulate attention and state integration.
Distributed access in consciousness involves multiple brain regions coordinating via long-range connectivity, with disruptions linked to disorders like schizophrenia and anesthesia. Consciousness retrieved_fact high 0.85 needs_revision Can become a scoring rule for network connectivity to assess state integration and detect anomalies in self-model continuity.
Global Neuronal Workspace Theory (GNWT) proposes that consciousness arises when information is globally broadcast to specialized processors via a distributed network of prefrontal and parietal cortical areas. Consciousness retrieved_fact medium 0.80 needs_revision Can become a module for global broadcasting of information to simulate conscious access and reportability.
Higher-Order Thought (HOT) theories propose that consciousness requires a mental state that represents another mental state, often linked to prefrontal cortex activity. Consciousness retrieved_fact medium 0.75 needs_research Can become a state variable for metacognitive monitoring to simulate self-reflection and reportability.
Metacognition and self-model continuity are critical for consciousness, involving prefrontal and default mode network activity that maintains a coherent self-representation over time. Consciousness interpretation medium 0.75 needs_revision Can become a state variable for self-model continuity to simulate personal identity and metacognitive functions.
Recurrent Processing Theory suggests that consciousness emerges from recurrent loops of neural activity, particularly in sensory cortices, without requiring global broadcasting. Consciousness retrieved_fact medium 0.70 needs_revision Can become a signal for local recurrent activity to model sensory consciousness and attention shifts.
Attention and reportability are closely linked to consciousness in GNWT and Predictive Processing, but recurrent processing may allow consciousness without reportability, as in phenomenal consciousness. Consciousness interpretation medium 0.70 rejected Can become a detection rule to differentiate between access and phenomenal consciousness signals for more nuanced modeling.
Integrated Information Theory (IIT) posits that consciousness corresponds to the amount of integrated information (Φ) a system generates, with higher Φ indicating richer conscious experience. Consciousness retrieved_fact low 0.60 rejected Non-implementable as a module due to computational intractability and weak empirical support for Φ calculation.

Feature translation queue

Candidate NanoBot improvements derived from reviewed claims.

Feature Claim Module Status Implementation risk Expected value
The hard problem of consciousness—why and how physical processes give rise to su 2026-03-10_08-21-53_601532:consciousness_001:claim:008 consciousness candidate medium medium