By Roland Pihlakas
This hackathon project consists of two parts:
1) Verifying the deception execution capability of GPT4. The conclusion is “definitely yes”.
2) Recognising potential deception by using an LLM-based text analysis algorithm to highlight certain manipulative expression styles sometimes present in the deceptive responses. For that task I pre-selected a small subset of input data consisting only of entries containing responses with elements of psychological influence. The results show that LLM-based text analysis is able to detect different manipulative styles in responses, or alternatively, in attitudes leading to deception in case of internal thoughts.