Voice in the Machine: Ethical Considerations for Language-Capable Robots
Assessment outcome
total 1/4 (actionability 1 + authority 0); currency unscored, so pro-rated to 1.5/6
Authorship & scope
The text identifies multiple named academic authors standing behind the article.
Level 0: Authored by individual academic practitioners/professors rather than an official standard, binding regulation, or peer-reviewed journal article.
Issuers, who it governs, legal force and content are on the full record.
Eligibility gates
HTTP 200, 2688 words of full text extracted
The source is entirely about ethical concerns and design considerations for language-capable robots.
The text addresses oversight, transparency, risks, and governance policy recommendations for robotic systems.
The text identifies multiple named academic authors standing behind the article.
There is no indication on the page that this article has been superseded or retracted.
Scored criteria
Actionability
1/2Level 1: Provides principles and direction regarding language-capable robots, but outlines no binding steps. [quote matched fuzzy, not verbatim]
First, robotics researchers should avoid the use of large language models for robotic Natural Language Generation.
Authority
0/2Level 0: Authored by individual academic practitioners/professors rather than an official standard, binding regulation, or peer-reviewed journal article.
Tom Williams (twilliams@mines.edu) is an associate professor of computer science at the Colorado School of Mines
Currency
—computed: no publish/modified date found on the page (never guessed)