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However, the summary sentence 'Paper2Agent does not answer general questions about a paper' presents Clark's assessment as unattributed fact. Smallest repair: 'Peter Clark notes that Paper2Agent specializes in reusing methods and code rather than answering general questions.' Zou and Clark are also not identified (Stanford computer scientist; Allen Institute researcher not involved in the work).","excerpt":"Clark notes that Paper2Agent specializes in helping scientists reuse methods and code, and not in answering general questions"},{"dimension":"summary","status":"uncertain","explanation":"The reading is accurate but omits key arguments and voices. Zou's thesis that papers should move from passive to active formats, his 'virtual author' framing, and Clark's view that this is 'an exciting step' are missing. Also missing is Clark's point that he would still write to authors about things left out of papers, which limits the virtual-author idea. The 'same agent' comparison and the actors' roles are not explained for a general reader. Smallest repair: add one sentence for Zou's argument and one for Clark's corresponding-author caveat.","excerpt":"now it’s time to move from passive to active formats for human knowledge"},{"dimension":"date","status":"pass","explanation":"originalPublished (2026-10-21T13:00-04:00) matches the Science News publisher page and is consistent with the feed entry. The Nature paper's September 16 date is not misrepresented as the article date.","excerpt":null},{"dimension":"support","status":"uncertain","explanation":"The figures (74 of 100; more accurate and more than twice as fast) and Zou's collaborator claim are source-stated. The flat 'does not answer general questions' is stronger than Clark's 'specializes in... not in answering general questions.' The limitations and question follow from Clark's concern and do not invent outcomes. Clark's concern is about low-quality papers turned into agents, which the draft renders closely enough.","excerpt":"he worries about what could happen if millions of low-quality papers get turned into agents capable of pestering scientists"},{"dimension":"media","status":"pass","explanation":"The selected media is the verified direct link to the original Science News article, the most direct way to access the source.","excerpt":null}],"createdAt":"2026-11-14T09:16:25.556Z","model":"anthropic/claude-opus-5.5"}],"correctionUrl":"https://escapemeridian.com/corrections/"}