Second exploration: curiosity, compression and retention
Commission and completion
On 2026-11-06 the operator instructed the coordinator to run the second exploration brief, then explicitly approved all five turns without pauses. The purpose remains a system useful across kinds of knowledge work that learns to automate methodologies through development and use. Investigate positive steering by improvement in understanding, critically considering compression progress, alongside acquisition and retention.
Done means five bounded turns and a final account of surviving steering mechanisms, evidence, retention requirements, limits and whether another trial is warranted. No controller, general memory architecture or demonstrated superiority is required. Status: all five turns completed. Questions were selected at each boundary, not fixed in advance. The final integration recommends retaining bounded explanation-seeking as a candidate practice, not adopting compression as a governing objective or repeating this prose-only sequence. Comparative effectiveness remains untested. The final costs cover all twenty workers; the first trial is unchanged.
Binding execution boundaries
Read the full second brief and parent framing. Preserve the first trial and its costs. The parent’s adjacent-work ownership and deletion hold bind this run. No purpose change, code, experiments, implementation, extraction, commits or deletion is authorized. Worked documentary comparisons are research, not executed behavioral experiments.
Each turn uses fresh explorer A, fresh explorer B, fresh critic, fresh integrator, sequentially. Explorers do not read the other explorer's current-turn result. They may read prior completed turns and first-trial evidence. Critics and integrators may read both current explorers. The coordinator owns scheduling and integration. No inherited conversation is supplied.
Each explorer receives depth 2 and two reserved worker slots. Only bounded sequential source-ingest descendants are authorized: one ingest coordinator at depth 1/workers 1, with the workflow-required fresh drafting worker. Release connection-discovery work before drafting; no other nested delegation. Critics/integrators receive zero delegation budgets. Use project-scoped commonplace-worker. Conceptual synthesis inherits the parent model; any bulk/simple retrieval assignment must explicitly select openai/gpt-6.1-sol, not use that model by default for synthesis. Keep retrieval bounded; no separate retrieval job has yet been assigned.
Workers own only the named result file and, if explicitly allocated, a source destination. No shared-index edits by workers. Explorer A in turn 1 alone owns grounding additions to kb/sources/schmidhuber-formal-theory-creativity.ingest.md via cp-skill-ground; this is a source-work exception. Other new source ingests require unique destinations recorded before launch; return a source lead if not allocated. Required snapshots and generated source connection reports are permitted only within the corresponding authorized source workflow. No unrelated source files may be changed.
Accessible inputs: repository KB through scoped search, first-trial record, this framing, second brief, assigned turn question, and completed prior turns. Existing notes are arguments and records, not independent confirmation. Ground named external-source claims using retained Quotes and the grounding workflow; ingest analysis is not source support. Do not imply a literature search is complete or infer novelty. Separate documentary observations, source claims, conjectures, analogies and demonstrated results.
Workers must read AGENTS.md, kb/work/COLLECTION.md, and their invocation completely. Read relevant skills/contracts for source work. No doctrine deviations. They choose methods and sources within scope. Return partial results on missing evidence/tools; do not enlarge the framework to conceal a negative result. Escalate consequential authority/purpose gaps. Validate the owned Markdown output with commonplace-validate and report exact blockers or failures.
Acceptance and records
Each result should retain the motivating observation and actual prior account, strongest rival, what would discriminate, what changed or resisted, evidence that must remain recoverable, live alternatives and reasons for parking. Keep learning value distinct from task benefit. No universal numerical score, lossless prose residual, compulsory service consumer or text-shortening proxy is presumed.
Explorers develop different angles. Critics test claimed surprise against the actual prior account, preservation of differences in proposed shared structure, rivals and evidence, without turning inquiry into service-first admission. Integrators distinguish changes within the purpose from changes to it and recommend the next consequential question, naming what narrowing serves and leaves untouched.
The coordinator records assignments before launch, returned session/audit paths before the next launch, and boundary decisions with available costs. Unknown costs remain unknown. Raw tool results are retained as per-worker JSON alongside concise coordination records. Session files are local audit references, not portable evidence dependencies. No private reasoning transcripts are requested.
The workshop index had an unrelated uncommitted edit at start; preserve it. An unrelated untracked source ingest was also present and is outside ownership.
Completed turns
- Turn 1: source mechanisms and a documentary opportunity; compression advantage unestablished.
- Turn 2: evidence correction and acquisition gaps, not new causal theory.
- Turn 3: clarification before complete rivals; continuation needs a changed allocation reason.
- Turn 4: preserve evidence for challenge without promising future discovery.
- Turn 5: surviving steering, purpose/resources, retention requirements and stop disposition.
Each turn retains prospective coordination, four assignments, four results and four return records with session/audit paths. All roles were fresh and sequential; explorers did not see their current peer's result. No descendants were launched. No broad focused literature search was completed, and no experiment, controller, storage architecture, extraction, commit or deletion was performed. Eleven verbatim excerpts were added through grounding to the priority source's Quotes section. See completion checks for validation and scope review.
Complete file listing (generated at build time)