- Approval: re-prompt unknown answers (max 3), shell-only affirmative guidance recovery; destructive actions stay strict - GoalVerifier subagent with strict JSON verdicts, bounded follow-up rounds, nonzero exit plus open turn on unverified one-shots - Retrieval eval (Hit@K/MRR/nDCG/Context Precision), FTS cascade with title weighting, query/read event logging, --eval-retrieval CLI - Supervisor caps (8 parallel, 64 records) and scheduler hardening (4 fires/tick, per-schedule lease, stated misfire policy) - Sandbox box resource trio: 2g/2.0/256 at create, best-effort update for existing boxes, rm -f recovery pointer - Research archive: 12 subjects, 667 sources, 27 conclusions; suites 979 + 16 green
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GraphRAG vs RAG: The Ultimate Guide to Building Reasoning AI Search in 2026
Metadata
| Field | Value |
|---|---|
| Institute | Molodetz Institute — Research & Retrieval Division |
| Subject | prompt-context-scaling |
| Document type | Source Citation Card |
| Tier | 2 |
| Source title | GraphRAG vs RAG: The Ultimate Guide to Building Reasoning AI Search in 2026 |
| Source URL | https://aithinkerlab.com/graphrag-vs-rag-the-ultimate-guide-to-building-reasoning-ai-search-in-2026/ |
| Source type | blog post |
| Date researched | 2026-10-18 |
| Researched by | tai (agent), model: Muse Spark, on behalf of retoor |
| Research method | Search aggregator result listing (not independently opened or quoted) |
| Confidence | Not independently verified |
| Status | Active |
Why it's here
Surfaced by the GraphRAG comparison search; the snippet repeats the higher build cost and latency framing with a pro-graph verdict. Low-value aggregator-style guide; logged for completeness, not relied on.
Changelog
| Date | Change |
|---|---|
| 2026-10-18 | Logged as consulted-but-not-analyzed. |