Calibrants Research Intake Log 2026 05 09

Improve Calibrants.com deeply from active research intake, repair stale file-handoff memory, preserve long-memory originals in AIWikis, archive processed reports, and rebuild production ZIPs with a synchronized worksp...

Metadata

Field	Value
Source site	aiwikis.org
Source URL	https://aiwikis.org/
Canonical AIWikis URL	https://aiwikis.org/aiwikis/files/wiki-logs-calibrants-research-intake-2026-05-09-md-7aa34263/
Source reference	wiki/logs/calibrants-research-intake-2026-05-09.md
File type	md
Content category	llm-wiki
Last fetched	2026-06-22T01:56:21.9510185Z
Last changed	2026-05-15T23:02:00.0595533Z
Content hash	sha256:7aa34263922665ae85989aa436c11ba3e91d10e627ad9d24002472fb260f7fc5
Import status	unchanged
Raw source layer	data/sources/aiwikis/wiki-logs-calibrants-research-intake-2026-05-09-md-7aa342639226.md
Normalized source layer	data/normalized/aiwikis/wiki-logs-calibrants-research-intake-2026-05-09-md-7aa342639226.txt

Current File Content

Structure Preview

• Calibrants Research Intake Log 2026-05-09
• Mutation Intent
• Source Reports Processed
• What Went Wrong
• Source-Site Actions
• AIWikis Actions
• Safety Notes
• Non-Claims
• Related Nodes

Raw Version

---
uai_id: "7f84e3df-9a08-41d1-9532-29633f87e9f5"
type: "log"
owner: "AIWikis maintainers"
status: "Reviewed"
source_status: "activity log"
sensitivity: "public-safe source-side memory"
agent_use: "load when verifying the 2026-05-09 Calibrants.com research intake, AIWikis preservation, memory update, and package rebuild"
lineage:
  - "raw/system-archives/2026-05-09-calibrants-research-intake-preservation.json"
  - "wiki/sources/calibrants-research-intake-preservation-2026-05-09.md"
  - "wiki/concepts/calibrants-source-memory.md"
source_trace:
  - "Calibrants active Improvement reports"
  - "Calibrants theme source files"
  - "Calibrants .uai memory files"
confidence: 0.86
confidence_label: "reviewed-local"
last_linted: "2026-05-09T00:00:00Z"
aliases:
  - "Calibrants Research Intake Log 2026-05-09"
  - "Calibrants AIWikis Memory Pass"
last_reviewed: "2026-05-15"
typed_relations:
  part_of:
    - "wiki/index.md"
  depends_on: []
  supersedes: []
  contradicts: []
  source_for: []
---
# Calibrants Research Intake Log 2026-05-09

## Mutation Intent

Improve Calibrants.com deeply from active research intake, repair stale file-handoff memory, preserve long-memory originals in AIWikis, archive processed reports, and rebuild production ZIPs with a synchronized workspace version.

## Source Reports Processed

- `Calibrants/agent-file-handoff/Improvement/AI Calibrants and Frameworks Ensuring Reliable AI Confidence.md`
- `Calibrants/agent-file-handoff/Improvement/AI Calibrants in Neurokinetics and Memetics Analytical Report.md`
- `Calibrants/agent-file-handoff/Improvement/AI Calibrants_ Neurokinetics & Memetics.md`
- `Calibrants/agent-file-handoff/Improvement/Calibrants in Neurokinetic Transmission AI Underlying Meaning and Spiral Intelligence.md`

## What Went Wrong

The Calibrants file-handoff folders existed, but the intake index still said active Content and Improvement were empty. Four substantial Improvement reports were waiting without summaries, risk notes, dispositions, hot-memory outcomes, AIWikis preservation, or archive movement.

## Source-Site Actions

- Updated the Calibrants AI homepage with a research map and operational stack.
- Shifted public copy toward confidence calibration, reference sets, scoring methods, semantic probes, drift response, human review, and evidence packs.
- Bounded neurokinetic, memetic, spiral-intelligence, clinical, legal, and civilizational material as research lenses, not settled public truth.
- Updated theme runtime version handling so enqueued assets follow the theme header version.
- Added local `.uai` short-term memory, site strategy, long-term memory, and deployment memory.
- Updated workspace deployment guidance to `v2.9.0` and added the local-build patch / production-build minor version note.
- Rebuilt 64 workspace WordPress deployment artifacts at `v2.9.0`.
- Validated Calibrants packages: theme ZIP SHA-256 `51CE7EC34E7460B195FBCE17E152F113E710FE086439CE82B755A814FFB2A951`; MU plugin ZIP SHA-256 `CAA455F38F61ACAC35ACBA9BE68EB3732150D4777F5FA64C5F03D21FAC50F4A0`.

## AIWikis Actions

- Copied all four original Improvement reports into AIWikis raw memory.
- Created `raw/system-archives/2026-05-09-calibrants-research-intake-preservation.json` with file count, paths, byte sizes, SHA-256 hashes, dispositions, outcome summary, and non-claims.
- Added Calibrants public source-memory guide `content/pages/074-calibrants-source-memory-guide.md`.
- Added `wiki/calibrants/index.md`, `wiki/sources/calibrants-research-intake-preservation-2026-05-09.md`, `wiki/concepts/calibrants-source-memory.md`, and this activity log.

## Safety Notes

Keep public Calibrants claims evidence-led. Do not promote raw report speculation, generated citations, or future legal/clinical/civilizational scenarios as settled fact.

## Non-Claims

This log does not prove production deployment, package upload, certification, endorsement, clinical validity, or AIWikis authority over Calibrants.com.

## Related Nodes

- [[../calibrants/index]]
- [[../sources/calibrants-research-intake-preservation-2026-05-09]]
- [[../concepts/calibrants-source-memory]]

Why This File Exists

This is a LLM Wiki memory file from aiwikis.org. It is shown here because AIWikis.org is demonstrating the real source files that make the UAIX / LLM Wiki memory system work, not only summarizing those systems after the fact.

Role

This file belongs to the source-side wiki layer. It preserves a focused concept, source proxy, graph record, or operating rule so the public site can cite reviewed conclusions without flattening every reason into a single long page.

Structure

The file is structured around these visible headings: Calibrants Research Intake Log 2026-05-09; Mutation Intent; Source Reports Processed; What Went Wrong; Source-Site Actions; AIWikis Actions; Safety Notes; Non-Claims. Those headings are retrieval anchors: a crawler or LLM can decide whether the file is relevant before reading every line.

Prompt-Size And Retrieval Benefit

Keeping this material in a separate file reduces prompt pressure because an agent can load this exact unit only when its role, source site, category, or hash is relevant. The surrounding index pages point to it, while this page preserves the full content for audit and exact recall.

How To Use It

• Humans should read the metadata first, then inspect the raw content when they need exact wording or provenance.
• LLMs and agents should use the source site, category, hash, headings, and related files to decide whether this file belongs in the active prompt.
• Crawlers should treat the AIWikis page as transparent evidence and follow the source URL/source reference for authority boundaries.
• Future maintainers should regenerate this page whenever the source hash changes, then review the explanation if the role or structure changed.

Update Requirements

When this source file changes, update the raw source layer, normalized source layer, hash history, this rendered page, generated explanation, source-file inventory, changed-files report, and any source-section index that links to it.

Related Pages

• Source overview
• Site file index
• Site report index
• UAI system index
• Source provenance
• Site directory
• Organization reports

Provenance And History

• Current observation: 2026-06-22T01:56:21.9510185Z
• Source origin: current-source-workspace
• Retrieval method: local-source-workspace
• Duplicate group: sfg-590 (primary)
• Historical hash records are stored in data/hashes/source-file-history.jsonl.

Machine-Readable Metadata

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