Notebook library

Research notebooks

Every research round has its own notebook. Pull one off the shelf to read its question, stated findings and effect on Noetis. Full experimental notes stay with the research team.

34Completed exact finite diagnostic · model-facing pilot BLOCKEDResearch paper · exact finite trust-graph diagnostic
Can Trust Bootstrap Itself? Circular Attestation, Sybil Issuers, and the Minimum Grounded Trust Base
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
33Completed exact finite diagnostic · model-facing pilot BLOCKEDResearch paper · exact finite certification diagnostic
Who Certifies Independence? Provenance Completeness and the Limits of Self-Attested Witness Quorums
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
32Completed sandbox diagnostic · model-facing pilot BLOCKEDResearch paper · authored synthetic sandbox diagnostic
Who Watches the Witness? Boundary Hardening and a Blinded Mutation Holdout for the RISE Gate
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
31Sandbox conformance executed · live E30-B BLOCKEDResearch paper · authored sandbox conformance diagnostic
Did the Root Actually Move? A Signed Sandbox Dry Run of the RISE Gate
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
30Readiness diagnostic executed · BLOCKED · shadow experiment proposedResearch paper · deterministic repository-readiness diagnostic
Can We Intervene for Real? A Fail-Closed Readiness Gate for Active Evidence-Lineage Trials
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
29Exact finite diagnostic executed · live experiment proposedResearch paper · exact finite diagnostic
Round 29 - Make the Evidence Move: Active Source Interventions and the Limits of Dependency Discovery
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
28Exact constructed trace replay executed · active intervention and live-agent transfer untestedResearch paper · exact constructed trace replay
Round 28 - Confidence About What? Separating Target Probability, Structural Ambiguity, and Model Adequacy
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
27One exact finite constructed diagnostic executed · one shadow experiment proposedResearch paper · finite-model diagnostic
Round 27 - Which Check Should Run Next? Model-Set-Safe Verification Under a Fixed Budget
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture2 findings Full notes private
26One finite-model identifiability analysis executed · one prospective shadow experiment proposedResearch paper · finite-model diagnostic
Round 26 - What Can the Watchers Ever Know? Minimum Observables for Detecting Omitted Change
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science2 findings Full notes private
25One bounded adversarial-omission diagnostic executed · one prospective experiment proposedResearch paper · bounded diagnostic
When Silence Looks Like Stability: Detecting Missing Change Evidence in Collaborative AI Systems
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science1 finding Full notes private
24One bounded source-authority audit and authored conformance diagnostic executed · one prospective experiment proposedResearch paper · bounded diagnostic
Do Two Watchers Count as Two? Authority Lineage and Common-Origin Failure in Claim Revalidation
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science1 finding Full notes private
23One bounded diagnostic executed · one larger prospective experiment proposedResearch paper · bounded shadow diagnostic
Can the Gate Catch Tomorrow's Change? A Prospective Shadow Trial of Claim Revalidation
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science1 finding Full notes private
22Paper complete · diagnostic executed · prospective experiment proposedResearch paper · deterministic repository diagnostic · Version 1.0
When Does an Audit Expire? Dependency-Triggered Revalidation for Rapidly Changing Agent Systems
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science3 findings Full notes private
21Paper complete · diagnostics executed · shadow experiment proposedResearch paper · deterministic development diagnostics · Version 1.0
Where Did the Trace Break? An Attempt-Bound, Fail-Closed Measurement Gate for Noetis
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science2 findings Full notes private
20Paper complete · diagnostics executed · held-out study proposedResearch paper · deterministic development diagnostics · Version 1.0
What Must the Log Reveal? Minimal-Disclosure Receipts for Verifiable Evidence Delivery
Reasoning & Verification · Artificial Cognitive Architecture · Evaluation Science2 findings Full notes private
19Paper complete · diagnostics executed · reconstruction study proposedResearch paper · deterministic diagnostics and implementation audit · Version 1.0
Did the Evidence Reach the Agent? Reconstructable Evidence Lifecycles for Reliable Experiments
Evaluation Science · Artificial Cognitive Architecture · Reasoning & Verification2 findings Full notes private
18Paper complete · diagnostic executed · model study proposedResearch paper · deterministic constructed diagnostic · Version 1.0
When Evidence Changes: Versioned Support and Bounded Belief Repair
Artificial Cognitive Architecture · Reasoning & Verification · Evaluation Science2 findings Full notes private
17Paper complete · diagnostics executed · model study proposedResearch paper · finite constructed diagnostics · Version 1.0
When the Question Changes: Recoverable Evidence Under a Context Budget
Collaborative Intelligence · Artificial Cognitive Architecture · Evaluation Science2 findings Full notes private
16Paper complete · diagnostics executed · model study proposedResearch paper · finite-world diagnostics · Version 1.0
Before the Answer Closes: Detecting Missing Decision Conditions
Reasoning & Verification · Evaluation Science · Artificial Cognitive Architecture3 findings Full notes private
15Internal research complete · experiments proposedSummary only · internal notebook
What makes a message worth sharing?
Collaborative Intelligence · Artificial Cognitive Architecture · Evaluation Science3 findings Full notes private
14Published · experiment proposedPaper and exact diagnostics
When the judges are uncertain: measuring revision gains without an infallible evaluator
Evaluation Science · Reasoning & Verification3 findings Full notes private
13Published · pilot proposedAudit memorandum
From final scores to measurable corrections
Evaluation Science · Reasoning & Verification5 findings Full notes private
12Published · experiment proposedPaper and proposed experiment
After the last revision: calibrating release risk
Reasoning & Verification · Evaluation Science1 finding Full notes private
11Published · experiment proposedExpanded revision 2
When should collaborators spend their next unit of compute?
Artificial Cognitive Architecture · Reasoning & VerificationNo stated findings Full notes private
10Published · experiment proposedWorking paper
Evidence exchange, selective revision, and a testable path
Collaborative Intelligence · Artificial Cognitive ArchitectureNo stated findings Full notes private
09Published · agendaResearch agenda
A research agenda for the lab
Artificial Cognitive ArchitectureNo stated findings Full notes private
08Published · noteWorking paper
Delayed feedback can act on a temporary trace
Artificial Cognitive ArchitectureNo stated findings Full notes private
03Published · reviewReview
Hippocampal ripples and compositional inference
Artificial Cognitive Architecture · Collaborative IntelligenceNo stated findings Full notes private

These are the public records of each round. Full experimental notes, prompts and implementation procedures are kept by Encevra SI Research Labs.

Can Trust Bootstrap Itself? Circular Attestation, Sybil Issuers, and the Minimum Grounded Trust Base

Who Certifies Independence? Provenance Completeness and the Limits of Self-Attested Witness Quorums

Who Watches the Witness? Boundary Hardening and a Blinded Mutation Holdout for the RISE Gate

Did the Root Actually Move? A Signed Sandbox Dry Run of the RISE Gate

Can We Intervene for Real? A Fail-Closed Readiness Gate for Active Evidence-Lineage Trials

Round 29 - Make the Evidence Move: Active Source Interventions and the Limits of Dependency Discovery

Round 28 - Confidence About What? Separating Target Probability, Structural Ambiguity, and Model Adequacy

Round 27 - Which Check Should Run Next? Model-Set-Safe Verification Under a Fixed Budget

Round 26 - What Can the Watchers Ever Know? Minimum Observables for Detecting Omitted Change

When Silence Looks Like Stability: Detecting Missing Change Evidence in Collaborative AI Systems

Do Two Watchers Count as Two? Authority Lineage and Common-Origin Failure in Claim Revalidation

Can the Gate Catch Tomorrow's Change? A Prospective Shadow Trial of Claim Revalidation

When Does an Audit Expire? Dependency-Triggered Revalidation for Rapidly Changing Agent Systems

Where Did the Trace Break? An Attempt-Bound, Fail-Closed Measurement Gate for Noetis

What Must the Log Reveal? Minimal-Disclosure Receipts for Verifiable Evidence Delivery

Did the Evidence Reach the Agent? Reconstructable Evidence Lifecycles for Reliable Experiments

When Evidence Changes: Versioned Support and Bounded Belief Repair

When the Question Changes: Recoverable Evidence Under a Context Budget

Before the Answer Closes: Detecting Missing Decision Conditions

What makes a message worth sharing?

When the judges are uncertain: measuring revision gains without an infallible evaluator

From final scores to measurable corrections

After the last revision: calibrating release risk

When should collaborators spend their next unit of compute?

Evidence exchange, selective revision, and a testable path

A research agenda for the lab

Delayed feedback can act on a temporary trace

Hippocampal ripples and compositional inference