Aviation KOS

Knowledge organisation workspace

Knowledge base MVP

Sensemaking Workspace

Capture arrivals, triage signal, spawn notes through resolution edges, and curate the resulting idea graph.

Capture Arrival

Paste raw material as an arrival vertex.

Arrival Queue

Mark useful arrivals as signal; resolution creates notes later.

retest-3...captured

Retest arrival for Gap 3b / V2-1 / V2-2: verifying the capture → attach_arrival_to_idea → confirm_edge → source_lineage_query → fleeting_note_query round-trip.

auris-retest · auris-retest:agent

18a50f06...agent-suggested · atomize

The more I think about competency-oriented learning, the more I come to the conclusion that this is not only useful for the aviation domain, but rather that we have to master competency-based learning itself to have a scientific foundation for building the aviation training system further.

telegram-roleplay · roleplay:stakeholder-unattributed

b3a99f09...decided · atomize

To really see training progress of individuals like pilots, one needs to infer competency based on observable behavior.

telegram-roleplay · roleplay:stakeholder-unattributed

ci-auris...decided · atomize

(attachment)

agent-workspace · auris-agent

fe22be62...agent-suggested · atomize

Stress test: provenanceTimestamp far in the past.

stress-test · stress-test

946e6dd7...agent-suggested · atomize

Stress test: provenanceTimestamp far in the future.

stress-test · stress-test

e9ab8230...agent-suggested · atomize

Stress test: provenanceTimestamp without milliseconds.

stress-test · stress-test

db68c2e3...decided · atomize

Stress test: provenanceTimestamp with timezone offset rather than Z.

stress-test · stress-test

stress-i...decided · atomize

Stress test: capturedItemId provided by the caller — first write.

stress-test · stress-test

be48858a...decided · atomize

Image: Graham's Hierarchy of Disagreement (Paul Graham, "How to Disagree"). Seven-level pyramid, bottom to top: name-calling, ad hominem, responding to tone, contradiction, counterargument, refutation, refuting the central point. Brand: NEUROPSYCH / BT. Stakeholder context (roleplay): plausibly raised in the channel as a model for productive evaluator disagreement during calibration — maps onto M.DisagreementLoop and T.Standardization-vs-Calibration.

telegram-roleplay · roleplay:stakeholder-unattributed

ci-smoke...captured

Smoke test it now

telegram · mike-dyson

ci-hypno...captured

(attachment)

auris-research · auris-research:agent

ci-sim-d...captured

(attachment)

auris-research · auris-research:instructor

ci-msg-i...captured

Candidate showed correct procedure but hesitation before each step — suggests implicit doubt

telegram · auris-research:instructor

ci-msg-s...captured

At 500ft DA, candidate reverted to primary scan only — altitude and airspeed, no ILS cross-check

telegram · auris-research:instructor

ci-msg-s...captured

Post-flight candidate said: I knew the procedure but didn't feel confident

telegram · auris-research:candidate

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

(attachment)

auris-agent-workspace · auris-agent

ci-brand...captured

I think I perceived C1 ember as the volcano color.

telegram · mike-dyson

ci-three...captured

(attachment)

auris-workspace · auris

ci-three...captured

(attachment)

auris-workspace · auris

arrival-...captured

(attachment)

workspace_file · workspace_file

ef36615e...decided · atomize

sadsad

chat · u-demo

arrival-...dismissed

(attachment)

workspace_file · workspace_file

ci-game-...captured

(attachment)

chat · mike-dyson

ci-game-...captured

(attachment)

chat · mike-dyson

ci-game-...captured

(attachment)

chat · mike-dyson

ci-game-...captured

(attachment)

chat · mike-dyson

arrival-...captured

(attachment)

chat · thorsten-rösch

arrival-...captured

Multi-turn voice-note and text dialogue exploring: CBTA intellectual foundations (McClelland, Bloom, Ericsson, Dreyfus, Gagné); FORDEC and broader learning/neuroscience models; FAA CBTA reassessment 2026 (two-track analysis); Deliberate Practice vs SBT vs CBTA as three distinct abstraction levels; Dreyfus five-stage model and the qualitative mode shift at Stage 4-5; expertise defined operationally; category-theory reduction of five initial design challenges to two fundamentals (latent variable inference and path optimisation); spawning of five atomic notes with eight annotated links.

dialogue_session · dialogue_session

arrival-...captured

Research file: Theoretical Foundations of CBTA in Aviation. Covers intellectual origins (Taylor, Bobbitt, Tyler, Bloom, McClelland, Dreyfus, Spencer & Spencer, Ericsson, Lave & Wenger, Gagné), ICAO document lineage, the nine core pilot competencies and Observable Behavior structure, CBTA vs EBT distinction, and tensions in the framework (no efficacy RCT data, OB reductionism, instructor calibration, graduation standard gap, transfer of learning).

workspace_file · workspace_file

arrival-...captured

Research file: FORDEC and Learning Models. Covers FORDEC origin (Hörmann/DLR 1995), CRM context, critique (Soll et al. 2016, Klein RPD), Dreyfus five-stage model, Cognitive Load Theory (Sweller), Dual-Process Theory (Kahneman), deliberate practice (Ericsson), Kolb, Vygotsky ZPD, Kirkpatrick, ADDIE, neuroplasticity, sleep consolidation, chunking, and integration arc showing how FOR-DEC/CLT/deliberate practice/dual-process form a coherent explanatory arc for CBTA scenario-based design.

workspace_file · workspace_file

arrival-...captured

Research file: FAA CBTA Reassessment 2026. Two parallel tracks: Track 1 (CBTA safety evidence evaluation, REDAC 2023 recommendation, no published methodology) and Track 2 (Part 141 Modernization, NFTA 471-page report, docket FAA-2024-2531, comment period closed May 11 2026). Triggers, stakeholder positions (ALPA skeptical/defensive of 1500-hr rule, Boeing/IATA/CAE supportive), what is and is not in the public record.

workspace_file · workspace_file

ci-sm-co...captured

Dialogue session reviewing KOS sensemaking conceptually. Covered: (1) the three-rooms model — capture, distillation, commitment as distinct phases; (2) the atomic note as the operative unit with five conditions; (3) the network as the epistemic product; (4) concept-orientation enabling free linking; (5) provenance as epistemic status signal. Identified as relevant but not formalized: triage decision rule is unspecified; concept-orientation assumes clarity at write time, which may not hold; expert knowledge has no natural arrival to point to; multi-actor reconciliation has no interim guidance; atomicity grain has no calibration heuristic; confidence marking lacks anchor examples. Cross-domain connection made: KOS sensemaking externalizes the same pattern-building process deliberate practice theory describes neurologically.

dialogue_session · dialogue_session