e latter constrains robots to utilize a relatively decreasednumber of own recorded/captured experiences; hence, most training samples originate from third-partydatasets (e.g., curated demonstration benchmarks or Web-scraped image–text pairs), forcing models togeneralize from proxy sources, rather than direct embodied trials
Worldgym
3.1.1 Changes in self-awareness
is this where the self report breaks down?
Outcome measures were operationalized as follows:
how are these questions made?
This study relied on retrospective self-report and did not involve an experimental intervention or structured interaction with the app.
why are a lot of the psych studies self-report and non-experimental?
Metacognition and self-awareness are also central. The ability to reflect on and regulate one’s learning
what does research say about self awareness in socio-emotional learning powered by chatbots if there is a problem with sycophancy bias innately built into the rewards for reinforcement learning systems?
There have even been accusations of ISAs promoting suicidal ideation22. However, new studies indicate a leap in functionality, with some models performing at over 83% accuracy on complex medical questions43.
how does the non-deterministic nature lead to potential liability?
For both Comparison and Selected Groups, approximately three times more participants reported their Replika experiences stimulated rather than displaced their human interactions:
how would you know if self report?
oughly one-third of the population in industrialized countries experience loneliness, and one in twelve people experience loneliness so serious it causes health problems
loneliness epidemic