Holarchies handle temporal context beautifully:
When conditions change, holons update their LOCAL temporal understanding. The system flows through context shifts without stopping to replan.

#SovereignAgents #TemporalAI #AIAdaptation

Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information While the ability of language models to elicit facts has been widely investigated, how they handle temporally changing facts remains underexplored. We discover Temporal Heads, specific attention heads...

PAPER: There are specialised attention heads in LLMs that specifically process time-dependent knowledge. These "temporal heads" can manipulated temporally precise facts - without affecting the rest of the model. Is this a new lever for historical consistency or targeted disinformation?
#TemporalAI

Original post on det.social

PAPER: Temporal Heads: Where Language Models Recall Time-specific Information identifiziert spezialisierte Attention Heads in LLMs, die gezielt zeitabhängiges Wissen verarbeiten. Diese „Temporal Heads“ können gezielt manipuliert werden, um zeitlich präzise Fakten zu aktivieren oder zu […]