ChenboLin
01소개02프로젝트03연구실04노트
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데이터 / 증거6 min read

증거를 보여주는 의사결정 지원.

학위, 프로그램, 기술과 학습 장소를 위한 소스 인식형 지능 플랫폼으로, 서명된 영수증과 범위가 제한된 라이브 탐색기를 제공합니다.

게시됨
2026-08-25
업데이트됨
2026-08-25

프로젝트 범위

현재 / 플랫폼 연구

Distributed data and verification architecture

Source slices
CRICOS, World Bank and Crossref with source-specific semantics
Integrity layer
Signed manifests, computation receipts and content hashes
Status
Bounded live explorer and protocol slices; broader network incomplete
긴 기술 본문은 현재 영어와 중국어로 제공됩니다. 이 언어에서는 탐색, 메타데이터와 프로젝트 요약을 현지화했습니다.

주제

소스별 provenance서명된 영수증 + 해시범위 제한 라이브 탐색기
01

A decision platform should not hide its source

DegreeSignal is designed for questions about degrees, programmes, skills, careers and study locations, but it deliberately avoids becoming an opaque ranking or admissions oracle. A conclusion should retain its source, statistical grain, reference period, transformation and uncertainty.

That changes the product surface. The useful output is not only a number; it is a result package that lets a reader see what was observed and what still needs judgement.

02

Different sources deserve different semantics

The platform contains bounded adapters and explorers for sources such as CRICOS, World Bank and Crossref. Each source has its own authority, missingness and identity rules, so the system keeps those meanings separate instead of forcing every record into one universal schema.

A Crossref record can provide bibliographic context without becoming a canonical academic-quality judgement. A live table can be useful without becoming a complete catalogue claim.

03

Distributed does not mean automatically true

Signed manifests, SHA-256 identities and content-addressed checkpoints make it possible to reproduce and verify the bytes and transformations used by a result. They do not turn a source record into an unquestionable fact, and peer agreement cannot promote a factual claim on its own.

The architecture therefore keeps validation, licensing, privacy and source authority in the same design conversation as transport and storage.

04

Show what works today—and what does not

The project already has working protocol, browser, Worker and source-explorer components. The wider distributed task network, complete catalogue and open-world discovery are still roadmap or qualification work.

Saying that plainly prevents the deployed parts from being mistaken for a finished version of the much larger research programme.

공개 증거의 경계

Bounded source-specific implementations and recorded deployments do not prove full catalogue coverage, universal ranking accuracy, an open-world peer network or factual truth from hashes, signatures or peer majority.

이 페이지는 검토 가능한 엔지니어링 범위와 사고 과정을 공개합니다. 프로젝트 증거는 공유할 준비가 되었을 때만 추가합니다.

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Chenbo Lin
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