The information provided in the search results does not match the specified date for the LINA Conference 2024. According to the provided sources, the 2024 LINA Conference actually took place on September 10, 2024, not October 3, 2024.

Here is a summary based on the available information:

The 2024 LINA Conference, titled "Community-Led Architecture," highlighted the importance of community roles in city development. The conference featured the 2024 LINA fellows, who are emerging talents selected through an annual Open Call. The event aimed to connect, exchange ideas, and discuss novel visions for more liveable cities. The conference was part of LINA's efforts to foster sustainable and resilient urban environments.

For detailed information on the 2024 LINA Conference, including the program and featured speakers, the correct date should be referenced. The provided sources do not offer specific details on the October 3, 2024, event, as it appears to be an incorrect date.