| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| pretty_name: OpenClaw as Language Infrastructure — Survey Corpus |
| tags: |
| - nlp |
| - llm-agents |
| - systematic-review |
| - openclaw |
| - moltbook |
| - language-infrastructure |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: direct-corpus |
| data_files: |
| - split: train |
| path: direct-corpus.csv |
| - config_name: review-inventory |
| data_files: |
| - split: train |
| path: review-inventory.csv |
| - config_name: screening-audit |
| data_files: |
| - split: train |
| path: screening-audit.csv |
| --- |
| |
| # OpenClaw as Language Infrastructure |
|
|
| Public evidence release for **“OpenClaw as Language Infrastructure: A Case-Centered Survey of a Public Agent Ecosystem in the Wild.”** |
|
|
| [Project Page](https://chaoyue0307.github.io/openclaw-language-infrastructure/) · [GitHub](https://github.com/ChaoYue0307/openclaw-language-infrastructure) · [Paper PDF](https://chaoyue0307.github.io/openclaw-language-infrastructure/paper/OpenClaw_as_Language_Infrastructure_EMNLP_2026.pdf) |
|
|
| ## Snapshot |
|
|
| The corpus is frozen at **2026-03-10** and separates three analytical scopes: |
|
|
| | Configuration | Records | Contents | |
| | --- | ---: | --- | |
| | `direct-corpus` | 38 | Ecosystem-specific studies with GATE, AERO, evidence-alignment, source-tier, and provenance labels | |
| | `review-inventory` | 79 | 38 direct studies plus 41 contextual sources | |
| | `screening-audit` | 85 | Full identification, deduplication, eligibility, and inclusion lineage | |
|
|
| The screening flow reconciles **85 identified → 83 after duplicate/version merging → 81 full texts assessed → 79 included**. The 38 direct studies divide into Grounding 8, Action 9, Transfer 5, and Exchange 16. |
|
|
| ## Files |
|
|
| - `direct-corpus.csv` / `.json` — work-level survey corpus. |
| - `review-inventory.csv` / `.json` — included frozen review inventory. |
| - `screening-audit.csv` / `.json` — reason-coded screening ledger. |
| - `schema.json`, `review-inventory.schema.json`, and `screening-audit.schema.json` — machine-readable contracts. |
| - `CC-BY-4.0.txt` and `THIRD_PARTY_NOTICES.md` — licensing and source-boundary notices. |
|
|
| ## Evidence boundary |
|
|
| This release contains bibliographic facts and author-written annotations. It does not redistribute surveyed papers, platform data, or third-party full text. Each record links to a canonical public source. Do not infer autonomous authorship, verified identity, safety, or representativeness from inclusion in the corpus. |
|
|
| ## Authors |
|
|
| Chaoyue He, Xin Zhou, Di Wang, Hong Xu, Wei Liu, and Chunyan Miao. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{he2026openclaw, |
| title = {OpenClaw as Language Infrastructure: A Case-Centered Survey of a Public Agent Ecosystem in the Wild}, |
| author = {He, Chaoyue and Zhou, Xin and Wang, Di and Xu, Hong and Liu, Wei and Miao, Chunyan}, |
| year = {2026}, |
| url = {https://chaoyue0307.github.io/openclaw-language-infrastructure/} |
| } |
| ``` |
|
|
| ## Funding |
|
|
| This research is supported by the RIE2025 Industry Alignment Fund--Industry Collaboration Projects (IAF-ICP) (Award I2301E0026), administered by A*STAR, and by Alibaba Group and NTU Singapore through the Alibaba--NTU Global e-Sustainability CorpLab (ANGEL). |
| |
| ## License |
| |
| Original corpus metadata and annotations are released under [CC BY 4.0](./CC-BY-4.0.txt). Linked third-party works remain under their respective terms. |
| |
