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A university student defends an idea before a live panel while a polished take-home essay fades behind staged drafts, questions, and verified sources.
Cognition & learningSingapore+3 clusters01

Singapore universities are replacing take-home essays with evidence of thinking

The Straits Times reports that Singapore's autonomous universities are redesigning assessment around what students can explain and demonstrate, not only what they submit. The shift includes oral defenses, live presentations, in-class writing, gallery presentations, staged drafts, reflective journals, and checkpoints that reveal a student's reasoning. Some assignments explicitly require AI use and then grade students on whether they can test the output for accuracy, bias, hallucination, and source support. The report also says Nanyang Technological University and the Singapore University of Social Sciences are stopping the use of AI-detection tools, while several other universities do not deploy them. Educators cited unreliable results, statistical guesswork, false positives, and the risk of disproportionately flagging non-native English speakers. This is not a retreat from academic integrity. It is a move from trying to infer authorship from prose toward directly observing knowledge, judgment, and learning. The cost is real: oral and staged assessment takes faculty time and careful design. The benefit is a standard that remains meaningful even when AI can produce the document. Universities should publish clear rules for allowed use, preserve due process, and grade the chain of reasoning rather than outsourcing misconduct decisions to a detector.

6 min
Opalescent phone and abstract conversation shapes above a hand represent political messaging without depicting a real campaign.
Law & informationUnited States / Global+1 clusters02

A campaign can text you at scale. Your judgment still has to be yours.

A political message now has room to answer back. That makes the quality of the conversation more important than the novelty of the technology behind it. CBS reports campaigns are testing AI texting. Separately, a UN News interview raises concerns about cognitive offloading and preserving independent judgment. The interview is expert commentary, not a new UN scientific assessment, and it does not measure election effects. There is stronger experimental evidence for a narrower claim. Research published in Nature in December 2025 found that conversations with persuasive AI could shift stated candidate preferences under study conditions. Participants knew they were interacting with AI. That is not the same as receiving an unsolicited campaign text, and a changed survey answer is not a counted ballot. AISI research also finds that techniques increasing measured persuasion can reduce factual accuracy. Persuasive fluency and truthful information are different targets. I do not think the sensible response is to dismiss every automated political exchange. A well-designed service could help someone find a candidate's actual position or ask a question outside office hours. The danger is treating a smooth answer as a sufficient reason to trust its contents. The practical standard should be ordinary and demanding: identify who is speaking, make important claims traceable, and give the recipient a straightforward way to leave. For readers, the useful habit is to carry a consequential claim out of the conversation and check it elsewhere. A private chat should open a route to evidence, not become the whole information environment.

4 min