Changes for page b. Test

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108	108	//Another limitation of the evaluation is with the GPT Assistant's ability to consistently elaborate on any question posed by the participant.//
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	111	+(% class="wikigeneratedid" id="HEthicalConsiderations" %)
	112	+//**Ethical Considerations**//
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112		-=== 5. Conclusions ===
	114	+We commit to high ethical standards, respecting the sensitive nature of simulating dementia conditions, and ensuring the well-being and dignity of all participants throughout the study. To ensure this we present a form containing the ethical considerations to each participant.
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114		-===== //**Ethical Considerations**// =====
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116		-We commit to high ethical standards, respecting the sensitive nature of simulating dementia conditions, and ensuring the well-being and dignity of all participants throughout the study. To ensure this we present a form containing the ethical considerations to each participant.
	117	+=== 5. Conclusions ===
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119	119	===== //**Final Remarks**// =====
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121	121	With regards to our final insights, there were some areas of improvement. For example, relating to the validity of the testing procedure, we had a relatively small sample size and none of the participants had dementia. This means that the target group for this NAO system was not tested. It was also only a specific group of people, namely students with the age range of 20-25. There was also a level of ambiguity in the point system of the evaluation and with regards to the LLM model focus, we found deviations from the GPT regarding the main objective. However, although these were a few of the limitations throughout the process, we were still able to evaluate the NAO system and could recognise that the NAO may positively affects participant’ s affective state.
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123	123	===== **//Potential Future Work//** =====
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	126	+As mentioned, there were some limitations, which could be taken into consideration if wishing to continue work on the Personal Encyclopaedia. For future work, testing can be done on the correct target group, the GPT could be optimised to avoid deviations, and more focus could be placed on our last stage (Extension Phase) to see if additional functionalities are needed!