Datasets:

ChengyiX
/

klik-temporal-memory-paper

pretty_name: KLIK Temporal Memory Paper
license: cc-by-4.0
task_categories:
  - other
language:
  - en
tags:
  - research-paper
  - agent-memory
  - temporal-memory
  - entity-aware-retrieval
  - privacy
  - evaluation-protocol
size_categories:
  - n<1K
configs:
  - config_name: publication-record
    data_files:
      - split: train
        path: paper.jsonl

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.