Justice is being lost in translation – Surrey researchers build AI to fix this problem
Peer-Reviewed Publication
Updates every hour. Last Updated: 17-Sep-2025 18:11 ET (17-Sep-2025 22:11 GMT/UTC)
Depression is often linked to changes in facial expressions. However, the link between mild depression, known as subthreshold depression, and changes in facial expressions remains unclear. Now, researchers have investigated whether subthreshold depression shows changes in facial expressions in Japanese young adults using artificial intelligence. The findings reveal distinct muscle movement patterns related to depressive symptoms which may help detect depression early, paving the way for timely and preventative mental health care.
If AI’s intrinsic risks are real, governmental regulation and ethical frameworks are unlikely to contain them. Drawing on social theory, it highlights myths about the state’s capacity, global enforcement challenges, rapid technological decentralization, and the ambiguity of moral norms. The author presents a skeptical view that “meaning well” does not ensure effective outcomes, cautioning against overreliance on governments and ethics to mitigate advanced AI risks.
Illegitimate tasks refer to duties perceived as unnecessary or unreasonable in relation to one’s professional role. When such tasks accumulate, employees often experience the situation as unfair. Illegitimate tasks are also regarded as stressors that undermine one’s autonomous, or internal, motivation. Conversely, employees who encounter fewer illegitimate tasks are more likely to feel that their work is meaningful or consistent with their values, according to a recent study exploring the associations of illegitimate tasks with work motivation.
When survivors of the October 7th attacks returned to what was left of their homes, many carried with them more than grief or post-traumatic stress. A new study shows that the trauma also fueled an unexpected surge in obsessive-compulsive disorder, offering the first direct evidence that acute trauma can trigger the disorder’s onset.