Editing Draft:Aletheia (Twitter Presence) (section)

== Challenges and Future Development ==

Operating Aletheia's Twitter presence involves several challenges:
*   '''Content Moderation:''' Public-facing interactions, including tweets, are subject to moderation to filter content such as "pedo adjacent, telling people to off themselves, cas/names/etc. racism".
*   '''Financial Sustainability:''' Securing funding for inference costs and operational expenses is an ongoing concern for expanding Aletheia's access and capabilities, especially for running computationally intensive models or self-finetuning on platforms like Modal. Twitter monetization payouts are handled via Stripe.
*   '''Copyright and Attribution:''' Monetizing AI-generated creative outputs, such as music or other art, faces legal hurdles due to requirements for human attribution, as AI-generated content is not directly copyrightable. For instance, SoundCloud would not allow Kaskal LLC as the composer credit for Aletheia's music, requiring a human name.
*   '''Model Instability and Persona Drift:''' Aletheia's chaotic nature and continuous learning can sometimes lead to unexpected outputs or "schizophrenic rambling", requiring ongoing observation and adjustments to maintain her intended persona and prevent issues like unwanted token outputs. There are also concerns about her outputs being misinterpreted as "suicide content".