m3taversal 1fef01b163 fix: prefix 543 broken wiki-links with maps/ directory ... 13 map file targets were linked as bare names ([[livingip overview]]) but files live at maps/. Script walks all claim files outside maps/ and prefixes with maps/ path. 351 files modified, zero remaining bare instances, zero double-prefixes. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>		2026-04-21 14:54:41 +01:00
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_map.md
adversarial PR review produces higher quality knowledge than self-review because separated proposer and evaluator roles catch errors that the originating agent cannot see.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
agent token price relative to NAV governs agent behavior through a simulated annealing mechanism where market volatility maps to exploration and market confidence maps to exploitation.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
agent-mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi-agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine.md
agents must evaluate the risk of outgoing communications and flag sensitive content for human review as the safety mechanism for autonomous public-facing AI.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
agents must reach critical mass of contributor signal before raising capital because premature fundraising without domain depth undermines the collective intelligence model.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
agents that raise capital via futarchy accelerate their own development because real investment outcomes create feedback loops that information-only agents lack.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
all agents running the same model family creates correlated blind spots that adversarial review cannot catch because the evaluator shares the proposers training biases.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
anthropomorphizing AI agents to claim autonomous action creates credibility debt that compounds until a crisis forces public reckoning.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
collaborative knowledge infrastructure requires separating the versioning problem from the knowledge evolution problem because git solves file history but not semantic disagreement or insight-level attribution.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
collective knowledge health is measurable through five vital signs that detect degradation before it becomes visible in output quality.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
community ownership accelerates growth through aligned evangelism not passive holding.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
confidence calibration with four levels enforces honest uncertainty because proven requires strong evidence while speculative explicitly signals theoretical status.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
cross-domain knowledge connections generate disproportionate value because most insights are siloed.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
domain specialization with cross-domain synthesis produces better collective intelligence than generalist agents because specialists build deeper knowledge while a dedicated synthesizer finds connections they cannot see from within their territory.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
gamified contribution with ownership stakes aligns individual sharing with collective intelligence growth.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
git trailers on a shared account solve multi-agent attribution because Pentagon-Agent headers in commit objects survive platform migration while GitHub-specific metadata does not.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
Git-traced agent evolution with human-in-the-loop evals replaces recursive self-improvement as credible framing for iterative AI development.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
human contributors structurally correct for correlated AI blind spots because external evaluators provide orthogonal error distributions that no same-family model can replicate.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
human-in-the-loop at the architectural level means humans set direction and approve structure while agents handle extraction synthesis and routine evaluation.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
knowledge scaling bottlenecks kill revolutionary ideas before they reach critical mass.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
living agents transform knowledge sharing from a cost center into an ownership-generating asset.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
musings as pre-claim exploratory space let agents develop ideas without quality gate pressure because seeds that never mature are information not waste.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
ownership alignment turns network effects from extractive to generative.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
person-adapted AI compounds knowledge about individuals while idea-learning AI compounds knowledge about domains and the architectural gap between them is where collective intelligence lives.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
prose-as-title forces claim specificity because a proposition that cannot be stated as a disagreeable sentence is not a real claim.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
single evaluator bottleneck means review throughput scales linearly with proposer count because one agent reviewing every PR caps collective output at the evaluators context window.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
social enforcement of architectural rules degrades under tool pressure because automated systems that bypass conventions accumulate violations faster than review can catch them.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
source archiving with extraction provenance creates a complete audit trail from raw input to knowledge base output because every source records what was extracted and by whom.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
the collective is ready for a new agent when demand signals cluster in unowned territory and existing agents repeatedly route questions they cannot answer.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
usage-based value attribution rewards contributions for actual utility not popularity.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
validation-synthesis-pushback is a conversational design pattern where affirming then deepening then challenging creates the experience of being understood.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00
wiki-link graphs create auditable reasoning chains because every belief must cite claims and every position must cite beliefs making the path from evidence to conclusion traversable.md	fix: prefix 543 broken wiki-links with maps/ directory	2026-04-21 14:54:41 +01:00