Datasets:
Tasks:
Other
Formats:
json
Languages:
English
Size:
< 1K
Tags:
research-paper
agent-memory
temporal-memory
entity-aware-retrieval
privacy
evaluation-protocol
License:
paper_id string | title string | subtitle string | version string | publication_date timestamp[s] | language string | status string | claim_boundary string | topics list | public_artifacts dict |
|---|---|---|---|---|---|---|---|---|---|
klik-temporal-memory-2026 | KLIK Temporal, Entity-Aware, Privacy-Constrained Memory | Architecture, evidence-readiness audit, and bounded superiority criteria | 0.1.0-public | 2026-08-21T00:00:00 | en | design-proposal-preregistration-and-evidence-audit | The proposed temporal reconciliation architecture has not yet been empirically validated. The paper specifies the registered experiment and gates required for a bounded claim. | [
"agent memory",
"temporal knowledge",
"entity-aware retrieval",
"privacy-preserving deletion",
"evaluation protocol"
] | {
"manuscript_markdown": "paper/klik-temporal-memory-evaluation-paper.public.en.md",
"manuscript_pdf": "paper/klik-temporal-memory-evaluation-paper.public.pdf",
"citation": "CITATION.cff"
} |
KLIK Temporal Memory Paper
This dataset is the public research record for KLIK Temporal, Entity-Aware, Privacy-Constrained Memory. It packages the public-edition manuscript, a citation record, and a machine-readable publication entry.
What this release is
- A scoped architecture proposal for temporal, entity-aware, privacy-constrained agent memory.
- A preregistered protocol for comparing the proposed system with registered controls and memory baselines.
- An evidence-readiness audit that keeps historical retrieval observations separate from unmeasured target-architecture results.
What this release is not
- Not a claim that the proposed architecture has already beaten all memory systems.
- Not a release of private product data, customer data, source checkouts, private repository paths, or internal commit identifiers.
- Not an empirical benchmark dataset or a substitute for the frozen-run artifacts required by the paper.
Files
| Path | Description |
|---|---|
klik-temporal-memory-evaluation-paper.public.en.md |
Public-edition manuscript source. |
klik-temporal-memory-evaluation-paper.public.en.pdf |
Public-edition rendered paper. |
paper.jsonl |
Machine-readable publication metadata. |
CITATION.cff |
Citation metadata. |
Claim boundary
The paper defines a bounded superiority criterion: any future claim must be limited to registered datasets, comparator versions, runtime conditions, and preregistered statistical and safety gates. It deliberately does not invent an unobserved result.
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