SABHYA by The Indian Alpha is designed around visible moderation outcomes and human review for uncertainty. SABHYA is in private beta, and automatic moderation is still being validated.
Three distinct moderation outcomes
- KEEP means the moderation decision is to leave a comment visible.
- REVIEW means the case needs human judgment before a moderation decision is made.
- HIDE means the moderation decision is to hide a comment.
These are product decisions. They should not be confused with action state, such as whether a request was sent to Instagram or whether the platform confirmed the result.
Why review matters
Sarcasm, quotation, conversational history, and code-mixed language can affect meaning. When the available evidence is insufficient, a system should communicate that uncertainty rather than quietly guess. A person can then apply the creator’s policy and context.
Product status and limits
SABHYA is currently in private beta. This page describes design intent; it does not claim a measured accuracy rate, a certification, or that automatic hiding is universally enabled. Consult the SABHYA system card and moderation policy for scope and limitations.