Workbench & Roadmap
Useful now, being rebuilt, and retired
TriWei does not need to choose between usefulness and ethical restraint. Information that already meets the publication standard remains public. Features that need human research and review are developed here without being presented as finished analysis. Methods that conflict with the site's standards are recorded as retired so they do not quietly return.
Feature status reviewed Jul 22, 2026
Published now
Information readers can use today
Usable public information that currently meets TriWei's source, attribution, and authorship requirements.
Research Lineage Library →
Available nowDirect arXiv abstract links, exact titles, named authors, identifiers, dates, and provisional chronological reading paths.
Current boundaryNo AI paper summaries or unreviewed claims that one paper influenced, proved, or superseded another.
AI Hardware Source Register →
Available nowSource-dated manufacturer specifications and direct materials, manufacturing, and fab-project references.
Current boundaryNo generated purchasing advice, universal rankings, or claims that unlike architectures are directly comparable.
Industry Data Register →
Available nowFirst-party API prices, source-dated supply-chain references, and attributed model-access records.
Current boundaryNo automated market narrative, significance ranking, or frequency-based company score.
Ethics and Governance Sources →
Available nowDirect links to public-institution records concerning governance, risk, copyright, and accountability.
Current boundaryNo automated ethical rating, legal conclusion, harm finding, or article synopsis.
Research workbench
Features being rebuilt to meet the standard
A useful feature concept that is not published in its intended form until its evidence, authorship, and review gate is satisfied.
In development
Evidence-based Signal History
A traceable visual chronology showing explicit relationships among papers, releases, tests, criticism, and later applications.
Why the intended feature is not published yet
The former relationship labels and historical narrative were AI-assisted and have not been independently researched and human-authored.
Acceptance gate before publication
- A human reviews every source in the proposed chronology.
- Every relationship is supported by an explicit citation or statement in the linked works.
- The chronology names its human author and review date.
- Competing accounts and unresolved priority questions remain visible.
In development
Visual Hardware Explainers
Diagrams that help readers understand memory, interconnect, power, packaging, fabrication, and system-level tradeoffs.
Why the intended feature is not published yet
The removed explanatory lessons were AI-assisted and could imply comparability or practical conclusions not established by the cited specifications.
Acceptance gate before publication
- A human authors each explanation from primary technical documentation.
- Vendor-specific terminology and non-comparable measurements are identified.
- Every diagram has source and reuse provenance.
- The page avoids purchasing, safety, or deployment advice unless separately qualified and reviewed.
In development
Industry and Supply-chain Visualizations
Source-dated maps of physical production stages, model access, pricing, and documented industry relationships.
Why the intended feature is not published yet
The removed visual readouts mixed source data with generated interpretation, media-frequency signals, and unsupported market conclusions.
Acceptance gate before publication
- Every displayed relationship has an inspectable primary source.
- Measurements retain units, reference periods, and known limitations.
- No media-frequency or source-count field is presented as importance, market power, or truth.
- Human-authored interpretation is visibly separated from source data.
In development
Human-authored Ethics Watch
Careful, attributed analysis of governance, rights, labor, safety, copyright, and accountability developments.
Why the intended feature is not published yet
The former heat map and tags could be read as automated judgments of harm, legality, safety, intent, or ethical merit.
Acceptance gate before publication
- A human identifies the exact question being examined.
- Relevant legal, technical, social, and affected-party sources are included.
- Claims and allegations remain attributed to their source.
- The analysis states jurisdictional, evidentiary, and professional-advice limits.
In development
TriWei Daily Brief
A small set of concrete, source-linked developments selected for readers who need a manageable entry point.
Why the intended feature is not published yet
Automated clustering previously converted recurring names and coverage volume into generic significance claims.
Acceptance gate before publication
- Every item is a specific documented event rather than an entity or keyword.
- Selection criteria are published and do not equate recurrence with significance.
- Any synopsis is independently researched and human-authored.
- Primary sources, uncertainty, corrections, and conflicting evidence are visible.
Retired methods
Approaches that should not return
An approach TriWei has decided not to use because it conflicts with the publication standard or creates a misleading impression.
AI-written article synopses
TriWei will not substitute generated paraphrases for third-party authors' work when TriWei has not independently researched and human-authored the analysis.
Coverage frequency as importance or truth
Repeated collection may reflect feed composition, publicity, duplication, or attention. It does not establish factual accuracy, consequence, or merit.
Automated ethical heat scores or verdicts
Keywords and machine tags cannot establish harm, intent, legality, safety, accountability, or ethical merit.
Unreviewed historical or scholarly relationship claims
Chronology, similarity, and thematic proximity do not by themselves establish influence, priority, replication, criticism, or causation.
Status can change
A roadmap is not a promise
Workbench placement records current intent, not a release commitment. A feature may move to published only after its stated gate is satisfied. It may move to retired when a safe, accurate, and useful implementation cannot be justified. Material status changes should be recorded through Corrections & Revisions.